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BT 34.016 350.931 Td /F1 21.0 Tf [(Griva Nash Sofer Solution)] TJ ET
BT 34.016 310.977 Td /F1 10.5 Tf [(This is likewise one of the factors by obtaining the soft documents of this )] TJ ET
BT 373.092 310.977 Td /F1 10.5 Tf [(Griva Nash Sofer Solution)] TJ ET
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BT 34.016 298.156 Td /F1 10.5 Tf [(You might not require more era to spend to go to the ebook introduction as skillfully as search for them. In some )] TJ ET
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BT 34.016 234.274 Td /F1 10.5 Tf [(as download lead Griva Nash Sofer Solution )] TJ ET
BT 34.016 208.854 Td /F1 10.5 Tf [(It will not undertake many grow old as we explain before. You can pull off it even though work something else at )] TJ ET
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BT 34.016 183.213 Td /F1 10.5 Tf [(without difficulty as review )] TJ ET
BT 158.304 183.213 Td /F1 10.5 Tf [(Griva Nash Sofer Solution)] TJ ET
BT 279.684 183.213 Td /F1 10.5 Tf [( what you later to read!)] TJ ET
BT 34.016 136.792 Td /F1 10.5 Tf [(A First Course in Optimization Theory)] TJ ET
BT 209.061 136.792 Td /F1 10.5 Tf [( Rangarajan K. Sundaram 1996-06-13 This book, first published in 1996, )] TJ ET
BT 34.016 123.972 Td /F1 10.5 Tf [(introduces students to optimization theory and its use in economics and allied disciplines. The first of its three )] TJ ET
BT 34.016 111.151 Td /F1 10.5 Tf [(parts examines the existence of solutions to optimization problems in Rn, and how these solutions may be )] TJ ET
BT 34.016 98.331 Td /F1 10.5 Tf [(identified. The second part explores how solutions to optimization problems change with changes in the )] TJ ET
BT 34.016 85.510 Td /F1 10.5 Tf [(underlying parameters, and the last part provides an extensive description of the fundamental principles of finite- )] TJ ET
BT 34.016 72.690 Td /F1 10.5 Tf [(and infinite-horizon dynamic programming. Each chapter contains a number of detailed examples explaining )] TJ ET
BT 34.016 59.869 Td /F1 10.5 Tf [(both the theory and its applications for first-year master's and graduate students. 'Cookbook' procedures are )] TJ ET
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BT 34.016 375.258 Td /F1 10.5 Tf [(accompanied by a discussion of when such methods are guaranteed to be successful, and, equally importantly, )] TJ ET
BT 34.016 362.437 Td /F1 10.5 Tf [(when they could fail. Each result in the main body of the text is also accompanied by a complete proof. A )] TJ ET
BT 34.016 349.617 Td /F1 10.5 Tf [(preliminary chapter and three appendices are designed to keep the book mathematically self-contained.)] TJ ET
BT 34.016 336.796 Td /F1 10.5 Tf [(Multi-Agent Systems)] TJ ET
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BT 130.290 336.796 Td /F1 10.5 Tf [( Ariel Rosenfeld 2021-07-20 This book constitutes the revised post-conference proceedings )] TJ ET
BT 34.016 323.976 Td /F1 10.5 Tf [(of the 18th European Conference on Multi-Agent Systems, EUMAS 2021. The conference was held online in )] TJ ET
BT 34.016 311.155 Td /F1 10.5 Tf [(June, 2021. 16 full papers are presented in this volume, each of which carefully reviewed and selected from a )] TJ ET
BT 34.016 298.335 Td /F1 10.5 Tf [(total of 51 submissions. The papers report on both early and mature research and cover a wide range of topics )] TJ ET
BT 34.016 285.514 Td /F1 10.5 Tf [(in the field of multi-agent systems.)] TJ ET
BT 34.016 272.694 Td /F1 10.5 Tf [(Computational Statistics)] TJ ET
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34.016 270.961 m 146.639 270.961 l S
BT 146.639 272.694 Td /F1 10.5 Tf [( James E. Gentle 2009-07-28 Computational inference is based on an approach to )] TJ ET
BT 34.016 259.873 Td /F1 10.5 Tf [(statistical methods that uses modern computational power to simulate distributional properties of estimators and )] TJ ET
BT 34.016 247.053 Td /F1 10.5 Tf [(test statistics. This book describes computationally intensive statistical methods in a unified presentation, )] TJ ET
BT 34.016 234.232 Td /F1 10.5 Tf [(emphasizing techniques, such as the PDF decomposition, that arise in a wide range of methods.)] TJ ET
BT 34.016 221.412 Td /F1 10.5 Tf [(Handbook of Research on Predictive Modeling and Optimization Methods in Science and Engineering)] TJ ET
BT 506.148 221.412 Td /F1 10.5 Tf [( Kim, )] TJ ET
BT 34.016 208.591 Td /F1 10.5 Tf [(Dookie 2018-06-15 The disciplines of science and engineering rely heavily on the forecasting of prospective )] TJ ET
BT 34.016 195.771 Td /F1 10.5 Tf [(constraints for concepts that have not yet been proven to exist, especially in areas such as artificial intelligence. )] TJ ET
BT 34.016 182.950 Td /F1 10.5 Tf [(Obtaining quality solutions to the problems presented becomes increasingly difficult due to the number of steps )] TJ ET
BT 34.016 170.130 Td /F1 10.5 Tf [(required to sift through the possible solutions, and the ability to solve such problems relies on the recognition of )] TJ ET
BT 34.016 157.309 Td /F1 10.5 Tf [(patterns and the categorization of data into specific sets. Predictive modeling and optimization methods allow )] TJ ET
BT 34.016 144.489 Td /F1 10.5 Tf [(unknown events to be categorized based on statistics and classifiers input by researchers. The Handbook of )] TJ ET
BT 34.016 131.668 Td /F1 10.5 Tf [(Research on Predictive Modeling and Optimization Methods in Science and Engineering is a critical reference )] TJ ET
BT 34.016 118.848 Td /F1 10.5 Tf [(source that provides comprehensive information on the use of optimization techniques and predictive models to )] TJ ET
BT 34.016 106.027 Td /F1 10.5 Tf [(solve real-life engineering and science problems. Through discussions on techniques such as robust design )] TJ ET
BT 34.016 93.207 Td /F1 10.5 Tf [(optimization, water level prediction, and the prediction of human actions, this publication identifies solutions to )] TJ ET
BT 34.016 80.386 Td /F1 10.5 Tf [(developing problems and new solutions for existing problems, making this publication a valuable resource for )] TJ ET
BT 34.016 67.566 Td /F1 10.5 Tf [(engineers, researchers, graduate students, and other professionals.)] TJ ET
BT 34.016 54.745 Td /F1 10.5 Tf [(Process Dynamics and Control)] TJ ET
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34.016 53.013 m 178.139 53.013 l S
BT 178.139 54.745 Td /F1 10.5 Tf [( Dale E. Seborg 2017 This 3rd edition provides chemical engineers with process )] TJ ET
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BT 34.016 375.258 Td /F1 10.5 Tf [(control techniques that are used in practice while offering detailed mathematical analysis. Numerous examples )] TJ ET
BT 34.016 362.437 Td /F1 10.5 Tf [(and simulations are used to illustrate key theoretical concepts. New exercises are integrated throughout several )] TJ ET
BT 34.016 349.617 Td /F1 10.5 Tf [(chapters to reinforce concepts.)] TJ ET
BT 34.016 336.796 Td /F1 10.5 Tf [(Simulation-Driven Modeling and Optimization)] TJ ET
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BT 244.079 336.796 Td /F1 10.5 Tf [( Slawomir Koziel 2016-02-12 This edited volume is devoted to the )] TJ ET
BT 34.016 323.976 Td /F1 10.5 Tf [(now-ubiquitous use of computational models across most disciplines of engineering and science, led by a trio of )] TJ ET
BT 34.016 311.155 Td /F1 10.5 Tf [(world-renowned researchers in the field. Focused on recent advances of modeling and optimization techniques )] TJ ET
BT 34.016 298.335 Td /F1 10.5 Tf [(aimed at handling computationally-expensive engineering problems involving simulation models, this book will be )] TJ ET
BT 34.016 285.514 Td /F1 10.5 Tf [(an invaluable resource for specialists \(engineers, researchers, graduate students\) working in areas as diverse as )] TJ ET
BT 34.016 272.694 Td /F1 10.5 Tf [(electrical engineering, mechanical and structural engineering, civil engineering, industrial engineering, )] TJ ET
BT 34.016 259.873 Td /F1 10.5 Tf [(hydrodynamics, aerospace engineering, microwave and antenna engineering, ocean science and climate )] TJ ET
BT 34.016 247.053 Td /F1 10.5 Tf [(modeling, and the automotive industry, where design processes are heavily based on CPU-heavy computer )] TJ ET
BT 34.016 234.232 Td /F1 10.5 Tf [(simulations. Various techniques, such as knowledge-based optimization, adjoint sensitivity techniques, and fast )] TJ ET
BT 34.016 221.412 Td /F1 10.5 Tf [(replacement models \(to name just a few\) are explored in-depth along with an array of the latest techniques to )] TJ ET
BT 34.016 208.591 Td /F1 10.5 Tf [(optimize the efficiency of the simulation-driven design process. High-fidelity simulation models allow for accurate )] TJ ET
BT 34.016 195.771 Td /F1 10.5 Tf [(evaluations of the devices and systems, which is critical in the design process, especially to avoid costly )] TJ ET
BT 34.016 182.950 Td /F1 10.5 Tf [(prototyping stages. Despite this and other advantages, the use of simulation tools in the design process is quite )] TJ ET
BT 34.016 170.130 Td /F1 10.5 Tf [(challenging due to associated high computational cost. The steady increase of available computational )] TJ ET
BT 34.016 157.309 Td /F1 10.5 Tf [(resources does not always translate into the shortening of the design cycle because of the growing demand for )] TJ ET
BT 34.016 144.489 Td /F1 10.5 Tf [(higher accuracy and necessity to simulate larger and more complex systems. For this reason, automated )] TJ ET
BT 34.016 131.668 Td /F1 10.5 Tf [(simulation-driven design—while highly desirable—is difficult when using conventional numerical optimization )] TJ ET
BT 34.016 118.848 Td /F1 10.5 Tf [(routines which normally require a large number of system simulations, each one already expensive.)] TJ ET
BT 34.016 106.027 Td /F1 10.5 Tf [(Handbook of Writing for the Mathematical Sciences)] TJ ET
BT 272.691 106.027 Td /F1 10.5 Tf [( Nicholas J. Higham 1998-08-01 Nick Higham follows up his )] TJ ET
BT 34.016 93.207 Td /F1 10.5 Tf [(successful HWMS volume with this much-anticipated second edition.)] TJ ET
BT 34.016 80.386 Td /F1 10.5 Tf [(Matrix Algebra)] TJ ET
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BT 101.699 80.386 Td /F1 10.5 Tf [( James E. Gentle 2007-07-27 This much-needed work presents, among other things, the relevant )] TJ ET
BT 34.016 67.566 Td /F1 10.5 Tf [(aspects of the theory of matrix algebra for applications in statistics. Written in an informal style, it addresses )] TJ ET
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BT 34.016 375.258 Td /F1 10.5 Tf [(computational issues and places more emphasis on applications than existing texts.)] TJ ET
BT 34.016 362.437 Td /F1 10.5 Tf [(Mixed Integer Nonlinear Programming)] TJ ET
BT 211.403 362.437 Td /F1 10.5 Tf [( Jon Lee 2011-12-02 Many engineering, operations, and scientific )] TJ ET
BT 34.016 349.617 Td /F1 10.5 Tf [(applications include a mixture of discrete and continuous decision variables and nonlinear relationships involving )] TJ ET
BT 34.016 336.796 Td /F1 10.5 Tf [(the decision variables that have a pronounced effect on the set of feasible and optimal solutions. Mixed-integer )] TJ ET
BT 34.016 323.976 Td /F1 10.5 Tf [(nonlinear programming \(MINLP\) problems combine the numerical difficulties of handling nonlinear functions with )] TJ ET
BT 34.016 311.155 Td /F1 10.5 Tf [(the challenge of optimizing in the context of nonconvex functions and discrete variables. MINLP is one of the )] TJ ET
BT 34.016 298.335 Td /F1 10.5 Tf [(most flexible modeling paradigms available for optimization; but because its scope is so broad, in the most )] TJ ET
BT 34.016 285.514 Td /F1 10.5 Tf [(general cases it is hopelessly intractable. Nonetheless, an expanding body of researchers and practitioners — )] TJ ET
BT 34.016 272.694 Td /F1 10.5 Tf [(including chemical engineers, operations researchers, industrial engineers, mechanical engineers, economists, )] TJ ET
BT 34.016 259.873 Td /F1 10.5 Tf [(statisticians, computer scientists, operations managers, and mathematical programmers — are interested in )] TJ ET
BT 34.016 247.053 Td /F1 10.5 Tf [(solving large-scale MINLP instances.)] TJ ET
BT 34.016 234.232 Td /F1 10.5 Tf [(Anintroduction to Continuous Optimization / Second Edition)] TJ ET
BT 309.483 234.232 Td /F1 10.5 Tf [( Niclas Andreasson 2013-10-01 Optimisation, or )] TJ ET
BT 34.016 221.412 Td /F1 10.5 Tf [(mathematical programming, is a fundamental subject within decision science and operations research, in which )] TJ ET
BT 34.016 208.591 Td /F1 10.5 Tf [(mathematical decision models are constructed, analysed, and solved. The books focus lies on providing a basis )] TJ ET
BT 34.016 195.771 Td /F1 10.5 Tf [(for the analysis of optimisation models and of candidate optimal solutions for continuous optimisation models. )] TJ ET
BT 34.016 182.950 Td /F1 10.5 Tf [(The main part of the mathematical material therefore concerns the analysis and linear algebra that underlie the )] TJ ET
BT 34.016 170.130 Td /F1 10.5 Tf [(workings of convexity and duality, and necessary/sufficient local/global optimality conditions for continuous )] TJ ET
BT 34.016 157.309 Td /F1 10.5 Tf [(optimisation problems. Natural algorithms are then developed from these optimality conditions, and their most )] TJ ET
BT 34.016 144.489 Td /F1 10.5 Tf [(important convergence characteristics are analysed. The book answers many more questions of the form Why? )] TJ ET
BT 34.016 131.668 Td /F1 10.5 Tf [(and Why not? than How?. We use only elementary mathematics in the development of the book, yet are rigorous )] TJ ET
BT 34.016 118.848 Td /F1 10.5 Tf [(throughout. The book provides lecture, exercise and reading material for a first course on continuous )] TJ ET
BT 34.016 106.027 Td /F1 10.5 Tf [(optimisation and mathematical programming, geared towards third-year students, and has already been used as )] TJ ET
BT 34.016 93.207 Td /F1 10.5 Tf [(such for nearly ten years. The preface to the second edition describes the main changes made since the first, )] TJ ET
BT 34.016 80.386 Td /F1 10.5 Tf [(2005, edition. The book can be used in mathematical optimisation courses at any mathematics, engineering, )] TJ ET
BT 34.016 67.566 Td /F1 10.5 Tf [(economics, and business schools. It is a perfect starting book for anyone who wishes to develop his/her )] TJ ET
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BT 34.016 375.258 Td /F1 10.5 Tf [(understanding of the subject of optimisation, before actually applying it.)] TJ ET
BT 34.016 362.437 Td /F1 10.5 Tf [(Optimization in Practice with MATLAB)] TJ ET
BT 210.815 362.437 Td /F1 10.5 Tf [( Achille Messac 2015-03-19 This textbook is designed for students and )] TJ ET
BT 34.016 349.617 Td /F1 10.5 Tf [(industry practitioners for a first course in optimization integrating MATLAB® software.)] TJ ET
BT 34.016 336.796 Td /F1 10.5 Tf [(Parameter Estimation and Inverse Problems)] TJ ET
BT 240.005 336.796 Td /F1 10.5 Tf [( Richard C. Aster 2013 Parameter Estimation and Inverse Problems, )] TJ ET
BT 34.016 323.976 Td /F1 10.5 Tf [(Second Edition provides geoscience students and professionals with answers to common questions like how )] TJ ET
BT 34.016 311.155 Td /F1 10.5 Tf [(one can derive a physical model from a finite set of observations containing errors, and how one may determine )] TJ ET
BT 34.016 298.335 Td /F1 10.5 Tf [(the quality of such a model. This book takes on these fundamental and challenging problems, introducing )] TJ ET
BT 34.016 285.514 Td /F1 10.5 Tf [(students and professionals to the broad range of approaches that lie in the realm of inverse theory. The authors )] TJ ET
BT 34.016 272.694 Td /F1 10.5 Tf [(present both the underlying theory and practical algorithms for solving inverse problems. The authors' treatment )] TJ ET
BT 34.016 259.873 Td /F1 10.5 Tf [(is appropriate for geoscience graduate students and advanced undergraduates with a basic working knowledge )] TJ ET
BT 34.016 247.053 Td /F1 10.5 Tf [(of calculus, linear algebra, and statistics. Parameter Estimation and Inverse Problems, Second Edition )] TJ ET
BT 34.016 234.232 Td /F1 10.5 Tf [(introduces readers to both Classical and Bayesian approaches to linear and nonlinear problems with particular )] TJ ET
BT 34.016 221.412 Td /F1 10.5 Tf [(attention paid to computational, mathematical, and statistical issues related to their application to geophysical )] TJ ET
BT 34.016 208.591 Td /F1 10.5 Tf [(problems. The textbook includes Appendices covering essential linear algebra, statistics, and notation in the )] TJ ET
BT 34.016 195.771 Td /F1 10.5 Tf [(context of the subject. Includes appendices for review of needed concepts in linear, statistics, and vector )] TJ ET
BT 34.016 182.950 Td /F1 10.5 Tf [(calculus. Accessible to students and professionals without a highly specialized mathematical background.)] TJ ET
BT 34.016 170.130 Td /F1 10.5 Tf [(Linear and Nonlinear Programming with Maple)] TJ ET
BT 250.505 170.130 Td /F1 10.5 Tf [( Paul E. Fishback 2009-12-09 Helps Students Understand )] TJ ET
BT 34.016 157.309 Td /F1 10.5 Tf [(Mathematical Programming Principles and Solve Real-World Applications Supplies enough mathematical rigor )] TJ ET
BT 34.016 144.489 Td /F1 10.5 Tf [(yet accessible enough for undergraduates Integrating a hands-on learning approach, a strong linear algebra )] TJ ET
BT 34.016 131.668 Td /F1 10.5 Tf [(focus, MapleTM software, and real-world applications, Linear and Nonlinear Programming with MapleTM: An )] TJ ET
BT 34.016 118.848 Td /F1 10.5 Tf [(Interactive, Applications-Based Approach introduces undergraduate students to the mathematical concepts and )] TJ ET
BT 34.016 106.027 Td /F1 10.5 Tf [(principles underlying linear and nonlinear programming. This text fills the gap between management science )] TJ ET
BT 34.016 93.207 Td /F1 10.5 Tf [(books lacking mathematical detail and rigor and graduate-level books on mathematical programming. Essential )] TJ ET
BT 34.016 80.386 Td /F1 10.5 Tf [(linear algebra tools Throughout the text, topics from a first linear algebra course, such as the invertible matrix )] TJ ET
BT 34.016 67.566 Td /F1 10.5 Tf [(theorem, linear independence, transpose properties, and eigenvalues, play a prominent role in the discussion. )] TJ ET
BT 34.016 54.745 Td /F1 10.5 Tf [(The book emphasizes partitioned matrices and uses them to describe the simplex algorithm in terms of matrix )] TJ ET
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BT 34.016 375.258 Td /F1 10.5 Tf [(multiplication. This perspective leads to streamlined approaches for constructing the revised simplex method, )] TJ ET
BT 34.016 362.437 Td /F1 10.5 Tf [(developing duality theory, and approaching the process of sensitivity analysis. The book also discusses some )] TJ ET
BT 34.016 349.617 Td /F1 10.5 Tf [(intermediate linear algebra topics, including the spectral theorem and matrix norms. Maple enhances conceptual )] TJ ET
BT 34.016 336.796 Td /F1 10.5 Tf [(understanding and helps tackle problems Assuming no prior experience with Maple, the author provides a )] TJ ET
BT 34.016 323.976 Td /F1 10.5 Tf [(sufficient amount of instruction for students unfamiliar with the software. He also includes a summary of Maple )] TJ ET
BT 34.016 311.155 Td /F1 10.5 Tf [(commands as well as Maple worksheets in the text and online. By using Maple’s symbolic computing )] TJ ET
BT 34.016 298.335 Td /F1 10.5 Tf [(components, numeric capabilities, graphical versatility, and intuitive programming structures, students will )] TJ ET
BT 34.016 285.514 Td /F1 10.5 Tf [(acquire a deep conceptual understanding of major mathematical programming principles, along with the ability to )] TJ ET
BT 34.016 272.694 Td /F1 10.5 Tf [(solve moderately sized real-world applications. Hands-on activities that engage students Throughout the book, )] TJ ET
BT 34.016 259.873 Td /F1 10.5 Tf [(student understanding is evaluated through "waypoints" that involve basic computations or short questions. )] TJ ET
BT 34.016 247.053 Td /F1 10.5 Tf [(Some problems require paper-and-pencil calculations; others involve more lengthy calculations better suited for )] TJ ET
BT 34.016 234.232 Td /F1 10.5 Tf [(performing with Maple. Many sections contain exercises that are conceptual in nature and/or involve writing )] TJ ET
BT 34.016 221.412 Td /F1 10.5 Tf [(proofs. In addition, six substantial projects in one of the appendices enable students to solve challenging real-)] TJ ET
BT 34.016 208.591 Td /F1 10.5 Tf [(world problems.)] TJ ET
BT 34.016 195.771 Td /F1 10.5 Tf [(Scalable Algorithms for Contact Problems)] TJ ET
BT 228.329 195.771 Td /F1 10.5 Tf [( Zden?k Dostál 2017-01-25 This book presents a comprehensive and )] TJ ET
BT 34.016 182.950 Td /F1 10.5 Tf [(self-contained treatment of the authors’ newly developed scalable algorithms for the solutions of multibody )] TJ ET
BT 34.016 170.130 Td /F1 10.5 Tf [(contact problems of linear elasticity. The brand new feature of these algorithms is theoretically supported )] TJ ET
BT 34.016 157.309 Td /F1 10.5 Tf [(numerical scalability and parallel scalability demonstrated on problems discretized by billions of degrees of )] TJ ET
BT 34.016 144.489 Td /F1 10.5 Tf [(freedom. The theory supports solving multibody frictionless contact problems, contact problems with possibly )] TJ ET
BT 34.016 131.668 Td /F1 10.5 Tf [(orthotropic Tresca’s friction, and transient contact problems. It covers BEM discretization, jumping coefficients, )] TJ ET
BT 34.016 118.848 Td /F1 10.5 Tf [(floating bodies, mortar non-penetration conditions, etc. The exposition is divided into four parts, the first of which )] TJ ET
BT 34.016 106.027 Td /F1 10.5 Tf [(reviews appropriate facets of linear algebra, optimization, and analysis. The most important algorithms and )] TJ ET
BT 34.016 93.207 Td /F1 10.5 Tf [(optimality results are presented in the third part of the volume. The presentation is complete, including )] TJ ET
BT 34.016 80.386 Td /F1 10.5 Tf [(continuous formulation, discretization, decomposition, optimality results, and numerical experiments. The final )] TJ ET
BT 34.016 67.566 Td /F1 10.5 Tf [(part includes extensions to contact shape optimization, plasticity, and HPC implementation. Graduate students )] TJ ET
BT 34.016 54.745 Td /F1 10.5 Tf [(and researchers in mechanical engineering, computational engineering, and applied mathematics, will find this )] TJ ET
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BT 34.016 375.258 Td /F1 10.5 Tf [(book of great value and interest.)] TJ ET
BT 34.016 362.437 Td /F1 10.5 Tf [(A First Course in Numerical Methods)] TJ ET
BT 205.554 362.437 Td /F1 10.5 Tf [( Uri M. Ascher 2011-07-14 Offers students a practical knowledge of modern )] TJ ET
BT 34.016 349.617 Td /F1 10.5 Tf [(techniques in scientific computing.)] TJ ET
BT 34.016 336.796 Td /F1 10.5 Tf [(Optimization—Theory and Practice)] TJ ET
BT 196.818 336.796 Td /F1 10.5 Tf [( Wilhelm Forst 2010-07-26 Optimization is a field important in its own right but )] TJ ET
BT 34.016 323.976 Td /F1 10.5 Tf [(is also integral to numerous applied sciences, including operations research, management science, economics, )] TJ ET
BT 34.016 311.155 Td /F1 10.5 Tf [(finance and all branches of mathematics-oriented engineering. Constrained optimization models are one of the )] TJ ET
BT 34.016 298.335 Td /F1 10.5 Tf [(most widely used mathematical models in operations research and management science. This book gives a )] TJ ET
BT 34.016 285.514 Td /F1 10.5 Tf [(modern and well-balanced presentation of the subject, focusing on theory but also including algorithims and )] TJ ET
BT 34.016 272.694 Td /F1 10.5 Tf [(examples from various real-world applications. Detailed examples and counter-examples are provided--as are )] TJ ET
BT 34.016 259.873 Td /F1 10.5 Tf [(exercises, solutions and helpful hints, and Matlab/Maple supplements.)] TJ ET
BT 34.016 247.053 Td /F1 10.5 Tf [(Linear and Nonlinear Optimization)] TJ ET
BT 192.744 247.053 Td /F1 10.5 Tf [( Igor Griva 2009-03-26 Flexible graduate textbook that introduces the )] TJ ET
BT 34.016 234.232 Td /F1 10.5 Tf [(applications, theory, and algorithms of linear and nonlinear optimization in a clear succinct style, supported by )] TJ ET
BT 34.016 221.412 Td /F1 10.5 Tf [(numerous examples and exercises. It introduces important realistic applications and explains how optimization )] TJ ET
BT 34.016 208.591 Td /F1 10.5 Tf [(can address them.)] TJ ET
BT 34.016 195.771 Td /F1 10.5 Tf [(Lower Previsions)] TJ ET
BT 113.952 195.771 Td /F1 10.5 Tf [( Matthias C. M. Troffaes 2014-04-09 This book has two main purposes. On the one hand, it )] TJ ET
BT 34.016 182.950 Td /F1 10.5 Tf [(provides a concise and systematic development of the theory of lower previsions, based on the concept of )] TJ ET
BT 34.016 170.130 Td /F1 10.5 Tf [(acceptability, in spirit of the work of Williams and Walley. On the other hand, it also extends this theory to deal )] TJ ET
BT 34.016 157.309 Td /F1 10.5 Tf [(with unbounded quantities, which abound in practical applications. Following Williams, we start out with sets of )] TJ ET
BT 34.016 144.489 Td /F1 10.5 Tf [(acceptable gambles. From those, we derive rationality criteria---avoiding sure loss and coherence---and )] TJ ET
BT 34.016 131.668 Td /F1 10.5 Tf [(inference methods---natural extension---for \(unconditional\) lower previsions. We then proceed to study various )] TJ ET
BT 34.016 118.848 Td /F1 10.5 Tf [(aspects of the resulting theory, including the concept of expectation \(linear previsions\), limits, vacuous models, )] TJ ET
BT 34.016 106.027 Td /F1 10.5 Tf [(classical propositional logic, lower oscillations, and monotone convergence. We discuss n-monotonicity for lower )] TJ ET
BT 34.016 93.207 Td /F1 10.5 Tf [(previsions, and relate lower previsions with Choquet integration, belief functions, random sets, possibility )] TJ ET
BT 34.016 80.386 Td /F1 10.5 Tf [(measures, various integrals, symmetry, and representation theorems based on the Bishop-De Leeuw theorem. )] TJ ET
BT 34.016 67.566 Td /F1 10.5 Tf [(Next, we extend the framework of sets of acceptable gambles to consider also unbounded quantities. As before, )] TJ ET
BT 34.016 54.745 Td /F1 10.5 Tf [(we again derive rationality criteria and inference methods for lower previsions, this time also allowing for )] TJ ET
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BT 34.016 375.258 Td /F1 10.5 Tf [(conditioning. We apply this theory to construct extensions of lower previsions from bounded random quantities to )] TJ ET
BT 34.016 362.437 Td /F1 10.5 Tf [(a larger set of random quantities, based on ideas borrowed from the theory of Dunford integration. A first step is )] TJ ET
BT 34.016 349.617 Td /F1 10.5 Tf [(to extend a lower prevision to random quantities that are bounded on the complement of a null set \(essentially )] TJ ET
BT 34.016 336.796 Td /F1 10.5 Tf [(bounded random quantities\). This extension is achieved by a natural extension procedure that can be motivated )] TJ ET
BT 34.016 323.976 Td /F1 10.5 Tf [(by a rationality axiom stating that adding null random quantities does not affect acceptability. In a further step, we )] TJ ET
BT 34.016 311.155 Td /F1 10.5 Tf [(approximate unbounded random quantities by a sequences of bounded ones, and, in essence, we identify those )] TJ ET
BT 34.016 298.335 Td /F1 10.5 Tf [(for which the induced lower prevision limit does not depend on the details of the approximation. We call those )] TJ ET
BT 34.016 285.514 Td /F1 10.5 Tf [(random quantities 'previsible'. We study previsibility by cut sequences, and arrive at a simple sufficient condition. )] TJ ET
BT 34.016 272.694 Td /F1 10.5 Tf [(For the 2-monotone case, we establish a Choquet integral representation for the extension. For the general )] TJ ET
BT 34.016 259.873 Td /F1 10.5 Tf [(case, we prove that the extension can always be written as an envelope of Dunford integrals. We end with some )] TJ ET
BT 34.016 247.053 Td /F1 10.5 Tf [(examples of the theory.)] TJ ET
BT 34.016 234.232 Td /F1 10.5 Tf [(Computational Statistics)] TJ ET
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BT 146.639 234.232 Td /F1 10.5 Tf [( 2010-04-29 Computational inference is based on an approach to statistical methods )] TJ ET
BT 34.016 221.412 Td /F1 10.5 Tf [(that uses modern computational power to simulate distributional properties of estimators and test statistics. This )] TJ ET
BT 34.016 208.591 Td /F1 10.5 Tf [(book describes computationally intensive statistical methods in a unified presentation, emphasizing techniques, )] TJ ET
BT 34.016 195.771 Td /F1 10.5 Tf [(such as the PDF decomposition, that arise in a wide range of methods.)] TJ ET
BT 34.016 182.950 Td /F1 10.5 Tf [(Optimization in Operations Research)] TJ ET
BT 205.575 182.950 Td /F1 10.5 Tf [( Ronald L. Rardin 2014-01-01 For first courses in operations research, )] TJ ET
BT 34.016 170.130 Td /F1 10.5 Tf [(operations management Optimization in Operations Research, Second Edition covers a broad range of )] TJ ET
BT 34.016 157.309 Td /F1 10.5 Tf [(optimization techniques, including linear programming, network flows, integer/combinational optimization, and )] TJ ET
BT 34.016 144.489 Td /F1 10.5 Tf [(nonlinear programming. This dynamic text emphasizes the importance of modeling and problem formulation )] TJ ET
BT 34.016 131.668 Td /F1 10.5 Tf [(andhow to apply algorithms to real-world problems to arrive at optimal solutions. Use a program that presents a )] TJ ET
BT 34.016 118.848 Td /F1 10.5 Tf [(better teaching and learning experience-for you and your students. Prepare students for real-world problems: )] TJ ET
BT 34.016 106.027 Td /F1 10.5 Tf [(Students learn how to apply algorithms to problems that get them ready for their field. Use strong pedagogy tools )] TJ ET
BT 34.016 93.207 Td /F1 10.5 Tf [(to teach: Key concepts are easy to follow with the text's clear and continually reinforced learning path. Enjoy the )] TJ ET
BT 34.016 80.386 Td /F1 10.5 Tf [(text's flexibility: The text features varying amounts of coverage, so that instructors can choose how in-depth they )] TJ ET
BT 34.016 67.566 Td /F1 10.5 Tf [(want to go into different topics.)] TJ ET
BT 34.016 54.745 Td /F1 10.5 Tf [(System and Circuit Design for Biologically-Inspired Intelligent Learning)] TJ ET
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34.016 53.013 m 360.797 53.013 l S
BT 360.797 54.745 Td /F1 10.5 Tf [( Temel, Turgay 2010-10-31 "The objective )] TJ ET
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BT 34.016 375.258 Td /F1 10.5 Tf [(of the book is to introduce and bring together well-known circuit design aspects, as well as to cover up-to-date )] TJ ET
BT 34.016 362.437 Td /F1 10.5 Tf [(outcomes of theoretical studies in decision-making, biologically-inspired, and artificial intelligent learning )] TJ ET
BT 34.016 349.617 Td /F1 10.5 Tf [(techniques"--Provided by publisher.)] TJ ET
BT 34.016 336.796 Td /F1 10.5 Tf [(Data Assimilation: Methods, Algorithms, and Applications)] TJ ET
BT 299.529 336.796 Td /F1 10.5 Tf [( Mark Asch 2016-12-29 Data assimilation is an )] TJ ET
BT 34.016 323.976 Td /F1 10.5 Tf [(approach that combines observations and model output, with the objective of improving the latter. This book )] TJ ET
BT 34.016 311.155 Td /F1 10.5 Tf [(places data assimilation into the broader context of inverse problems and the theory, methods, and algorithms )] TJ ET
BT 34.016 298.335 Td /F1 10.5 Tf [(that are used for their solution. It provides a framework for, and insight into, the inverse problem nature of data )] TJ ET
BT 34.016 285.514 Td /F1 10.5 Tf [(assimilation, emphasizing ?why? and not just ?how.? Methods and diagnostics are emphasized, enabling )] TJ ET
BT 34.016 272.694 Td /F1 10.5 Tf [(readers to readily apply them to their own field of study. Readers will find a comprehensive guide that is )] TJ ET
BT 34.016 259.873 Td /F1 10.5 Tf [(accessible to nonexperts; numerous examples and diverse applications from a broad range of domains, )] TJ ET
BT 34.016 247.053 Td /F1 10.5 Tf [(including geophysics and geophysical flows, environmental acoustics, medical imaging, mechanical and )] TJ ET
BT 34.016 234.232 Td /F1 10.5 Tf [(biomedical engineering, economics and finance, and traffic control and urban planning; and the latest methods )] TJ ET
BT 34.016 221.412 Td /F1 10.5 Tf [(for advanced data assimilation, combining variational and statistical approaches.)] TJ ET
BT 34.016 208.591 Td /F1 10.5 Tf [(Encyclopedia of Business Analytics and Optimization)] TJ ET
BT 280.283 208.591 Td /F1 10.5 Tf [( Wang, John 2014-02-28 As the age of Big Data emerges, )] TJ ET
BT 34.016 195.771 Td /F1 10.5 Tf [(it becomes necessary to take the five dimensions of Big Data- volume, variety, velocity, volatility, and veracity- )] TJ ET
BT 34.016 182.950 Td /F1 10.5 Tf [(and focus these dimensions towards one critical emphasis - value. The Encyclopedia of Business Analytics and )] TJ ET
BT 34.016 170.130 Td /F1 10.5 Tf [(Optimization confronts the challenges of information retrieval in the age of Big Data by exploring recent )] TJ ET
BT 34.016 157.309 Td /F1 10.5 Tf [(advances in the areas of knowledge management, data visualization, interdisciplinary communication, and )] TJ ET
BT 34.016 144.489 Td /F1 10.5 Tf [(others. Through its critical approach and practical application, this book will be a must-have reference for any )] TJ ET
BT 34.016 131.668 Td /F1 10.5 Tf [(professional, leader, analyst, or manager interested in making the most of the knowledge resources at their )] TJ ET
BT 34.016 118.848 Td /F1 10.5 Tf [(disposal.)] TJ ET
BT 34.016 106.027 Td /F1 10.5 Tf [(Linear and Nonlinear Programming)] TJ ET
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BT 197.406 106.027 Td /F1 10.5 Tf [( David G. Luenberger 2008-06-20 This third edition of the classic textbook in )] TJ ET
BT 34.016 93.207 Td /F1 10.5 Tf [(Optimization has been fully revised and updated. It comprehensively covers modern theoretical insights in this )] TJ ET
BT 34.016 80.386 Td /F1 10.5 Tf [(crucial computing area, and will be required reading for analysts and operations researchers in a variety of fields. )] TJ ET
BT 34.016 67.566 Td /F1 10.5 Tf [(The book connects the purely analytical character of an optimization problem, and the behavior of algorithms )] TJ ET
BT 34.016 54.745 Td /F1 10.5 Tf [(used to solve it. Now, the third edition has been completely updated with recent Optimization Methods. The book )] TJ ET
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BT 34.016 375.258 Td /F1 10.5 Tf [(also has a new co-author, Yinyu Ye of California’s Stanford University, who has written lots of extra material )] TJ ET
BT 34.016 362.437 Td /F1 10.5 Tf [(including some on Interior Point Methods.)] TJ ET
BT 34.016 349.617 Td /F1 10.5 Tf [(Numerical Linear Algebra and Applications, Second Edition)] TJ ET
BT 308.885 349.617 Td /F1 10.5 Tf [( Biswa Nath Datta 2010 Full of features and )] TJ ET
BT 34.016 336.796 Td /F1 10.5 Tf [(applications, this acclaimed textbook for upper undergraduate level and graduate level students includes all the )] TJ ET
BT 34.016 323.976 Td /F1 10.5 Tf [(major topics of computational linear algebra, including solution of a system of linear equations, least-squares )] TJ ET
BT 34.016 311.155 Td /F1 10.5 Tf [(solutions of linear systems, computation of eigenvalues, eigenvectors, and singular value problems. Drawing )] TJ ET
BT 34.016 298.335 Td /F1 10.5 Tf [(from numerous disciplines of science and engineering, the author covers a variety of motivating applications. )] TJ ET
BT 34.016 285.514 Td /F1 10.5 Tf [(When a physical problem is posed, the scientific and engineering significance of the solution is clearly stated. )] TJ ET
BT 34.016 272.694 Td /F1 10.5 Tf [(Each chapter contains a summary of the important concepts developed in that chapter, suggestions for further )] TJ ET
BT 34.016 259.873 Td /F1 10.5 Tf [(reading, and numerous exercises, both theoretical and MATLAB and MATCOM based. The author also provides )] TJ ET
BT 34.016 247.053 Td /F1 10.5 Tf [(a list of key words for quick reference. The MATLAB toolkit available online, 'MATCOM', contains )] TJ ET
BT 34.016 234.232 Td /F1 10.5 Tf [(implementations of the major algorithms in the book and will enable students to study different algorithms for the )] TJ ET
BT 34.016 221.412 Td /F1 10.5 Tf [(same problem, comparing efficiency, stability, and accuracy.)] TJ ET
BT 34.016 208.591 Td /F1 10.5 Tf [(Nonlinear Programming)] TJ ET
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BT 144.875 208.591 Td /F1 10.5 Tf [( Mokhtar S. Bazaraa 2013-06-12 COMPREHENSIVE COVERAGE OF NONLINEAR )] TJ ET
BT 34.016 195.771 Td /F1 10.5 Tf [(PROGRAMMING THEORY AND ALGORITHMS, THOROUGHLY REVISED AND EXPANDED Nonlinear )] TJ ET
BT 34.016 182.950 Td /F1 10.5 Tf [(Programming: Theory and Algorithms—now in an extensively updated Third Edition—addresses the problem of )] TJ ET
BT 34.016 170.130 Td /F1 10.5 Tf [(optimizing an objective function in the presence of equality and inequality constraints. Many realistic problems )] TJ ET
BT 34.016 157.309 Td /F1 10.5 Tf [(cannot be adequately represented as a linear program owing to the nature of the nonlinearity of the objective )] TJ ET
BT 34.016 144.489 Td /F1 10.5 Tf [(function and/or the nonlinearity of any constraints. The Third Edition begins with a general introduction to )] TJ ET
BT 34.016 131.668 Td /F1 10.5 Tf [(nonlinear programming with illustrative examples and guidelines for model construction. Concentration on the )] TJ ET
BT 34.016 118.848 Td /F1 10.5 Tf [(three major parts of nonlinear programming is provided: Convex analysis with discussion of topological )] TJ ET
BT 34.016 106.027 Td /F1 10.5 Tf [(properties of convex sets, separation and support of convex sets, polyhedral sets, extreme points and extreme )] TJ ET
BT 34.016 93.207 Td /F1 10.5 Tf [(directions of polyhedral sets, and linear programming Optimality conditions and duality with coverage of the )] TJ ET
BT 34.016 80.386 Td /F1 10.5 Tf [(nature, interpretation, and value of the classical Fritz John \(FJ\) and the Karush-Kuhn-Tucker \(KKT\) optimality )] TJ ET
BT 34.016 67.566 Td /F1 10.5 Tf [(conditions; the interrelationships between various proposed constraint qualifications; and Lagrangian duality and )] TJ ET
BT 34.016 54.745 Td /F1 10.5 Tf [(saddle point optimality conditions Algorithms and their convergence, with a presentation of algorithms for solving )] TJ ET
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BT 34.016 375.258 Td /F1 10.5 Tf [(both unconstrained and constrained nonlinear programming problems Important features of the Third Edition )] TJ ET
BT 34.016 362.437 Td /F1 10.5 Tf [(include: New topics such as second interior point methods, nonconvex optimization, nondifferentiable )] TJ ET
BT 34.016 349.617 Td /F1 10.5 Tf [(optimization, and more Updated discussion and new applications in each chapter Detailed numerical examples )] TJ ET
BT 34.016 336.796 Td /F1 10.5 Tf [(and graphical illustrations Essential coverage of modeling and formulating nonlinear programs Simple numerical )] TJ ET
BT 34.016 323.976 Td /F1 10.5 Tf [(problems Advanced theoretical exercises The book is a solid reference for professionals as well as a useful text )] TJ ET
BT 34.016 311.155 Td /F1 10.5 Tf [(for students in the fields of operations research, management science, industrial engineering, applied )] TJ ET
BT 34.016 298.335 Td /F1 10.5 Tf [(mathematics, and also in engineering disciplines that deal with analytical optimization techniques. The logical )] TJ ET
BT 34.016 285.514 Td /F1 10.5 Tf [(and self-contained format uniquely covers nonlinear programming techniques with a great depth of information )] TJ ET
BT 34.016 272.694 Td /F1 10.5 Tf [(and an abundance of valuable examples and illustrations that showcase the most current advances in nonlinear )] TJ ET
BT 34.016 259.873 Td /F1 10.5 Tf [(problems.)] TJ ET
BT 34.016 247.053 Td /F1 10.5 Tf [(Transforming Markets in the Built Environment)] TJ ET
BT 249.917 247.053 Td /F1 10.5 Tf [( Susan Roaf 2012 There is an urgent need to build human )] TJ ET
BT 34.016 234.232 Td /F1 10.5 Tf [(capacity to make the often vulnerable and exposed buildings and communities we live and work in more resilient )] TJ ET
BT 34.016 221.412 Td /F1 10.5 Tf [(to the changing social, economic and physical environments around us. Extensive research has been done over )] TJ ET
BT 34.016 208.591 Td /F1 10.5 Tf [(the last decades on both mitigation and adaptation to climate change in the built environment, but the outputs of )] TJ ET
BT 34.016 195.771 Td /F1 10.5 Tf [(much of this research have failed to result in the wider uptake of effective greenhouse gas emission reduction )] TJ ET
BT 34.016 182.950 Td /F1 10.5 Tf [(solutions. This volume introduces credible 'fresh thinking' on how this may be done. For the first time an )] TJ ET
BT 34.016 170.130 Td /F1 10.5 Tf [(emerging generation of research is brought together that is directly concerned with understanding, influencing )] TJ ET
BT 34.016 157.309 Td /F1 10.5 Tf [(and leading the transformation of markets and thinking in the built environment. Chapters cover: defining values )] TJ ET
BT 34.016 144.489 Td /F1 10.5 Tf [(setting targets consumer motivation selling existing ideas better developing new design principles, paradigms )] TJ ET
BT 34.016 131.668 Td /F1 10.5 Tf [(and programmes optimizing solutions to ensure that when change does happen, it does so in the right direction. )] TJ ET
BT 34.016 118.848 Td /F1 10.5 Tf [(Papers are contributed by leading experts in fields ranging from philosophy, the social, political and physical )] TJ ET
BT 34.016 106.027 Td /F1 10.5 Tf [(sciences, engineering, architecture, mathematics and complexity science. The resulting volume will be essential )] TJ ET
BT 34.016 93.207 Td /F1 10.5 Tf [(reading for all those involved with changing the mindsets of a generation on the need to, and ways to, build )] TJ ET
BT 34.016 80.386 Td /F1 10.5 Tf [(resilience to rapid change and transforming markets in the built environment.)] TJ ET
BT 34.016 67.566 Td /F1 10.5 Tf [(OPTIMIZATION METHODS FOR ENGINEERS)] TJ ET
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BT 253.959 67.566 Td /F1 10.5 Tf [( N.V.S. Raju 2014-01-01 Primarily designed as a text for the )] TJ ET
BT 34.016 54.745 Td /F1 10.5 Tf [(postgraduate students of mechanical engineering and related branches, it provides an excellent introduction to )] TJ ET
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BT 34.016 375.258 Td /F1 10.5 Tf [(optimization methods—the overview, the history, and the development. It is equally suitable for the )] TJ ET
BT 34.016 362.437 Td /F1 10.5 Tf [(undergraduate students for their electives. The text then moves on to familiarize the students with the )] TJ ET
BT 34.016 349.617 Td /F1 10.5 Tf [(formulation of optimization problems, graphical solutions, analytical methods of nonlinear optimization, classical )] TJ ET
BT 34.016 336.796 Td /F1 10.5 Tf [(optimization techniques, single variable \(one-dimensional\) unconstrained optimization, multidimensional )] TJ ET
BT 34.016 323.976 Td /F1 10.5 Tf [(problems, constrained optimization, equality and inequality constraints. With complexities of human life, the )] TJ ET
BT 34.016 311.155 Td /F1 10.5 Tf [(importance of optimization techniques as a tool has increased manifold. The application of optimization )] TJ ET
BT 34.016 298.335 Td /F1 10.5 Tf [(techniques creates an efficient, effective and a better life. Features • Includes numerous illustrations and )] TJ ET
BT 34.016 285.514 Td /F1 10.5 Tf [(unsolved problems. • Contains university questions. • Discusses the topics with step-by-step procedures.)] TJ ET
BT 34.016 272.694 Td /F1 10.5 Tf [(Computational Science – ICCS 2020)] TJ ET
BT 205.008 272.694 Td /F1 10.5 Tf [( Valeria V. Krzhizhanovskaya 2020-06-19 The seven-volume set LNCS )] TJ ET
BT 34.016 259.873 Td /F1 10.5 Tf [(12137, 12138, 12139, 12140, 12141, 12142, and 12143 constitutes the proceedings of the 20th International )] TJ ET
BT 34.016 247.053 Td /F1 10.5 Tf [(Conference on Computational Science, ICCS 2020, held in Amsterdam, The Netherlands, in June 2020.* The )] TJ ET
BT 34.016 234.232 Td /F1 10.5 Tf [(total of 101 papers and 248 workshop papers presented in this book set were carefully reviewed and selected )] TJ ET
BT 34.016 221.412 Td /F1 10.5 Tf [(from 719 submissions \(230 submissions to the main track and 489 submissions to the workshops\). The papers )] TJ ET
BT 34.016 208.591 Td /F1 10.5 Tf [(were organized in topical sections named: Part I: ICCS Main Track Part II: ICCS Main Track Part III: Advances in )] TJ ET
BT 34.016 195.771 Td /F1 10.5 Tf [(High-Performance Computational Earth Sciences: Applications and Frameworks; Agent-Based Simulations, )] TJ ET
BT 34.016 182.950 Td /F1 10.5 Tf [(Adaptive Algorithms and Solvers; Applications of Computational Methods in Artificial Intelligence and Machine )] TJ ET
BT 34.016 170.130 Td /F1 10.5 Tf [(Learning; Biomedical and Bioinformatics Challenges for Computer Science Part IV: Classifier Learning from )] TJ ET
BT 34.016 157.309 Td /F1 10.5 Tf [(Difficult Data; Complex Social Systems through the Lens of Computational Science; Computational Health; )] TJ ET
BT 34.016 144.489 Td /F1 10.5 Tf [(Computational Methods for Emerging Problems in \(Dis-\)Information Analysis Part V: Computational )] TJ ET
BT 34.016 131.668 Td /F1 10.5 Tf [(Optimization, Modelling and Simulation; Computational Science in IoT and Smart Systems; Computer Graphics, )] TJ ET
BT 34.016 118.848 Td /F1 10.5 Tf [(Image Processing and Artificial Intelligence Part VI: Data Driven Computational Sciences; Machine Learning and )] TJ ET
BT 34.016 106.027 Td /F1 10.5 Tf [(Data Assimilation for Dynamical Systems; Meshfree Methods in Computational Sciences; Multiscale Modelling )] TJ ET
BT 34.016 93.207 Td /F1 10.5 Tf [(and Simulation; Quantum Computing Workshop Part VII: Simulations of Flow and Transport: Modeling, )] TJ ET
BT 34.016 80.386 Td /F1 10.5 Tf [(Algorithms and Computation; Smart Systems: Bringing Together Computer Vision, Sensor Networks and )] TJ ET
BT 34.016 67.566 Td /F1 10.5 Tf [(Machine Learning; Software Engineering for Computational Science; Solving Problems with Uncertainties; )] TJ ET
BT 34.016 54.745 Td /F1 10.5 Tf [(Teaching Computational Science; UNcErtainty QUantIficatiOn for ComputationAl modeLs *The conference was )] TJ ET
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BT 34.016 375.258 Td /F1 10.5 Tf [(canceled due to the COVID-19 pandemic. Chapter ‘APE: A Command-Line Tool and API for Automated )] TJ ET
BT 34.016 362.437 Td /F1 10.5 Tf [(Workflow Composition’ is available open access under a Creative Commons Attribution 4.0 International License )] TJ ET
BT 34.016 349.617 Td /F1 10.5 Tf [(via link.springer.com.)] TJ ET
BT 34.016 336.796 Td /F1 10.5 Tf [(Introduction to Unconstrained Optimization with R)] TJ ET
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34.016 335.064 m 264.522 335.064 l S
BT 264.522 336.796 Td /F1 10.5 Tf [( Shashi Kant Mishra 2019-12-17 This book discusses )] TJ ET
BT 34.016 323.976 Td /F1 10.5 Tf [(unconstrained optimization with R—a free, open-source computing environment, which works on several )] TJ ET
BT 34.016 311.155 Td /F1 10.5 Tf [(platforms, including Windows, Linux, and macOS. The book highlights methods such as the steepest descent )] TJ ET
BT 34.016 298.335 Td /F1 10.5 Tf [(method, Newton method, conjugate direction method, conjugate gradient methods, quasi-Newton methods, rank )] TJ ET
BT 34.016 285.514 Td /F1 10.5 Tf [(one correction formula, DFP method, BFGS method and their algorithms, convergence analysis, and proofs. )] TJ ET
BT 34.016 272.694 Td /F1 10.5 Tf [(Each method is accompanied by worked examples and R scripts. To help readers apply these methods in real-)] TJ ET
BT 34.016 259.873 Td /F1 10.5 Tf [(world situations, the book features a set of exercises at the end of each chapter. Primarily intended for graduate )] TJ ET
BT 34.016 247.053 Td /F1 10.5 Tf [(students of applied mathematics, operations research and statistics, it is also useful for students of mathematics, )] TJ ET
BT 34.016 234.232 Td /F1 10.5 Tf [(engineering, management, economics, and agriculture.)] TJ ET
BT 34.016 221.412 Td /F1 10.5 Tf [(PETSc for Partial Differential Equations: Numerical Solutions in C and Python)] TJ ET
BT 394.071 221.412 Td /F1 10.5 Tf [( Ed Bueler 2020-10-22 The )] TJ ET
BT 34.016 208.591 Td /F1 10.5 Tf [(Portable, Extensible Toolkit for Scientific Computation \(PETSc\) is an open-source library of advanced data )] TJ ET
BT 34.016 195.771 Td /F1 10.5 Tf [(structures and methods for solving linear and nonlinear equations and for managing discretizations. This book )] TJ ET
BT 34.016 182.950 Td /F1 10.5 Tf [(uses these modern numerical tools to demonstrate how to solve nonlinear partial differential equations \(PDEs\) in )] TJ ET
BT 34.016 170.130 Td /F1 10.5 Tf [(parallel. It starts from key mathematical concepts, such as Krylov space methods, preconditioning, multigrid, and )] TJ ET
BT 34.016 157.309 Td /F1 10.5 Tf [(Newton’s method. In PETSc these components are composed at run time into fast solvers. Discretizations are )] TJ ET
BT 34.016 144.489 Td /F1 10.5 Tf [(introduced from the beginning, with an emphasis on finite difference and finite element methodologies. The )] TJ ET
BT 34.016 131.668 Td /F1 10.5 Tf [(example C programs of the first 12 chapters, listed on the inside front cover, solve \(mostly\) elliptic and parabolic )] TJ ET
BT 34.016 118.848 Td /F1 10.5 Tf [(PDE problems. Discretization leads to large, sparse, and generally nonlinear systems of algebraic equations. For )] TJ ET
BT 34.016 106.027 Td /F1 10.5 Tf [(such problems, mathematical solver concepts are explained and illustrated through the examples, with sufficient )] TJ ET
BT 34.016 93.207 Td /F1 10.5 Tf [(context to speed further development. PETSc for Partial Differential Equations addresses both discretizations )] TJ ET
BT 34.016 80.386 Td /F1 10.5 Tf [(and fast solvers for PDEs, emphasizing practice more than theory. Well-structured examples lead to run-time )] TJ ET
BT 34.016 67.566 Td /F1 10.5 Tf [(choices that result in high solver performance and parallel scalability. The last two chapters build on the reader’s )] TJ ET
BT 34.016 54.745 Td /F1 10.5 Tf [(understanding of fast solver concepts when applying the Firedrake Python finite element solver library. This )] TJ ET
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BT 34.016 375.258 Td /F1 10.5 Tf [(textbook, the first to cover PETSc programming for nonlinear PDEs, provides an on-ramp for graduate students )] TJ ET
BT 34.016 362.437 Td /F1 10.5 Tf [(and researchers to a major area of high-performance computing for science and engineering. It is suitable as a )] TJ ET
BT 34.016 349.617 Td /F1 10.5 Tf [(supplement for courses in scientific computing or numerical methods for differential equations.)] TJ ET
BT 34.016 336.796 Td /F1 10.5 Tf [(Nonlinear Systems)] TJ ET
BT 122.121 336.796 Td /F1 10.5 Tf [( 2020-05-13 The editors of this book have incorporated contributions from a diverse group of )] TJ ET
BT 34.016 323.976 Td /F1 10.5 Tf [(leading researchers in the field of nonlinear systems. To enrich the scope of the content, this book contains a )] TJ ET
BT 34.016 311.155 Td /F1 10.5 Tf [(valuable selection of works on fractional differential equations.The book aims to provide an overview of the )] TJ ET
BT 34.016 298.335 Td /F1 10.5 Tf [(current knowledge on nonlinear systems and some aspects of fractional calculus. The main subject areas are )] TJ ET
BT 34.016 285.514 Td /F1 10.5 Tf [(divided into two theoretical and applied sections. Nonlinear systems are useful for researchers in mathematics, )] TJ ET
BT 34.016 272.694 Td /F1 10.5 Tf [(applied mathematics, and physics, as well as graduate students who are studying these systems with reference )] TJ ET
BT 34.016 259.873 Td /F1 10.5 Tf [(to their theory and application. This book is also an ideal complement to the specific literature on engineering, )] TJ ET
BT 34.016 247.053 Td /F1 10.5 Tf [(biology, health science, and other applied science areas. The opportunity given by IntechOpen to offer this book )] TJ ET
BT 34.016 234.232 Td /F1 10.5 Tf [(under the open access system contributes to disseminating the field of nonlinear systems to a wide range of )] TJ ET
BT 34.016 221.412 Td /F1 10.5 Tf [(researchers.)] TJ ET
BT 34.016 208.591 Td /F1 10.5 Tf [(Advances on P2P, Parallel, Grid, Cloud and Internet Computing)] TJ ET
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34.016 206.859 m 329.906 206.859 l S
BT 329.906 208.591 Td /F1 10.5 Tf [( Fatos Xhafa 2017-11-02 This book presents the )] TJ ET
BT 34.016 195.771 Td /F1 10.5 Tf [(latest, innovative research findings on P2P, Parallel, Grid, Cloud, and Internet Computing. It gathers the )] TJ ET
BT 34.016 182.950 Td /F1 10.5 Tf [(Proceedings of the 12th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing, held on )] TJ ET
BT 34.016 170.130 Td /F1 10.5 Tf [(November 8–10, 2017 in Barcelona, Spain. These computing technologies have rapidly established themselves )] TJ ET
BT 34.016 157.309 Td /F1 10.5 Tf [(as breakthrough paradigms for solving complex problems by enabling the aggregation and sharing of an )] TJ ET
BT 34.016 144.489 Td /F1 10.5 Tf [(increasing variety of distributed computational resources at large scale. Grid Computing originated as a )] TJ ET
BT 34.016 131.668 Td /F1 10.5 Tf [(paradigm for high-performance computing, offering an alternative to expensive supercomputers through different )] TJ ET
BT 34.016 118.848 Td /F1 10.5 Tf [(forms of large-scale distributed computing, while P2P Computing emerged as a new paradigm after client-server )] TJ ET
BT 34.016 106.027 Td /F1 10.5 Tf [(and web-based computing and has shown to be useful in the development of social networking, B2B \(Business )] TJ ET
BT 34.016 93.207 Td /F1 10.5 Tf [(to Business\), B2C \(Business to Consumer\), B2G \(Business to Government\), B2E \(Business to Employee\), and )] TJ ET
BT 34.016 80.386 Td /F1 10.5 Tf [(so on. Cloud Computing has been defined as a “computing paradigm where the boundaries of computing are )] TJ ET
BT 34.016 67.566 Td /F1 10.5 Tf [(determined by economic rationale rather than technical limits”. Cloud computing has quickly been adopted in a )] TJ ET
BT 34.016 54.745 Td /F1 10.5 Tf [(broad range of application domains and provides utility computing at large scale. Lastly, Internet Computing is )] TJ ET
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BT 34.016 375.258 Td /F1 10.5 Tf [(the basis of any large-scale distributed computing paradigm; it has very rapidly developed into a flourishing field )] TJ ET
BT 34.016 362.437 Td /F1 10.5 Tf [(with an enormous impact on today’s information societies, serving as a universal platform comprising a large )] TJ ET
BT 34.016 349.617 Td /F1 10.5 Tf [(variety of computing forms such as Grid, P2P, Cloud and Mobile computing. The aim of the book “Advances on )] TJ ET
BT 34.016 336.796 Td /F1 10.5 Tf [(P2P, Parallel, Grid, Cloud and Internet Computing” is to provide the latest findings, methods and development )] TJ ET
BT 34.016 323.976 Td /F1 10.5 Tf [(techniques from both theoretical and practical perspectives, and to reveal synergies between these large-scale )] TJ ET
BT 34.016 311.155 Td /F1 10.5 Tf [(computing paradigms.)] TJ ET
BT 34.016 298.335 Td /F1 10.5 Tf [(Numerical Analysis with Applications in Mechanics and Engineering)] TJ ET
0.21 w 0 J [ ] 0 d
34.016 296.602 m 347.955 296.602 l S
BT 347.955 298.335 Td /F1 10.5 Tf [( Petre Teodorescu 2013-06-04 A much-)] TJ ET
BT 34.016 285.514 Td /F1 10.5 Tf [(needed guide on how to use numerical methods to solve practical engineering problems Bridging the gap )] TJ ET
BT 34.016 272.694 Td /F1 10.5 Tf [(between mathematics and engineering, Numerical Analysis with Applications in Mechanics and Engineering )] TJ ET
BT 34.016 259.873 Td /F1 10.5 Tf [(arms readers with powerful tools for solving real-world problems in mechanics, physics, and civil and mechanical )] TJ ET
BT 34.016 247.053 Td /F1 10.5 Tf [(engineering. Unlike most books on numerical analysis, this outstanding work links theory and application, )] TJ ET
BT 34.016 234.232 Td /F1 10.5 Tf [(explains the mathematics in simple engineering terms, and clearly demonstrates how to use numerical methods )] TJ ET
BT 34.016 221.412 Td /F1 10.5 Tf [(to obtain solutions and interpret results. Each chapter is devoted to a unique analytical methodology, including a )] TJ ET
BT 34.016 208.591 Td /F1 10.5 Tf [(detailed theoretical presentation and emphasis on practical computation. Ample numerical examples and )] TJ ET
BT 34.016 195.771 Td /F1 10.5 Tf [(applications round out the discussion, illustrating how to work out specific problems of mechanics, physics, or )] TJ ET
BT 34.016 182.950 Td /F1 10.5 Tf [(engineering. Readers will learn the core purpose of each technique, develop hands-on problem-solving skills, )] TJ ET
BT 34.016 170.130 Td /F1 10.5 Tf [(and get a complete picture of the studied phenomenon. Coverage includes: How to deal with errors in numerical )] TJ ET
BT 34.016 157.309 Td /F1 10.5 Tf [(analysis Approaches for solving problems in linear and nonlinear systems Methods of interpolation and )] TJ ET
BT 34.016 144.489 Td /F1 10.5 Tf [(approximation of functions Formulas and calculations for numerical differentiation and integration Integration of )] TJ ET
BT 34.016 131.668 Td /F1 10.5 Tf [(ordinary and partial differential equations Optimization methods and solutions for programming problems )] TJ ET
BT 34.016 118.848 Td /F1 10.5 Tf [(Numerical Analysis with Applications in Mechanics and Engineering is a one-of-a-kind guide for engineers using )] TJ ET
BT 34.016 106.027 Td /F1 10.5 Tf [(mathematical models and methods, as well as for physicists and mathematicians interested in engineering )] TJ ET
BT 34.016 93.207 Td /F1 10.5 Tf [(problems.)] TJ ET
BT 34.016 80.386 Td /F1 10.5 Tf [(Photogrammetric Computer Vision)] TJ ET
BT 194.477 80.386 Td /F1 10.5 Tf [( Wolfgang Förstner 2016-10-04 This textbook offers a statistical view on the )] TJ ET
BT 34.016 67.566 Td /F1 10.5 Tf [(geometry of multiple view analysis, required for camera calibration and orientation and for geometric scene )] TJ ET
BT 34.016 54.745 Td /F1 10.5 Tf [(reconstruction based on geometric image features. The authors have backgrounds in geodesy and also long )] TJ ET
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BT 34.016 375.258 Td /F1 10.5 Tf [(experience with development and research in computer vision, and this is the first book to present a joint )] TJ ET
BT 34.016 362.437 Td /F1 10.5 Tf [(approach from the converging fields of photogrammetry and computer vision. Part I of the book provides an )] TJ ET
BT 34.016 349.617 Td /F1 10.5 Tf [(introduction to estimation theory, covering aspects such as Bayesian estimation, variance components, and )] TJ ET
BT 34.016 336.796 Td /F1 10.5 Tf [(sequential estimation, with a focus on the statistically sound diagnostics of estimation results essential in vision )] TJ ET
BT 34.016 323.976 Td /F1 10.5 Tf [(metrology. Part II provides tools for 2D and 3D geometric reasoning using projective geometry. This includes )] TJ ET
BT 34.016 311.155 Td /F1 10.5 Tf [(oriented projective geometry and tools for statistically optimal estimation and test of geometric entities and )] TJ ET
BT 34.016 298.335 Td /F1 10.5 Tf [(transformations and their relations, tools that are useful also in the context of uncertain reasoning in point clouds. )] TJ ET
BT 34.016 285.514 Td /F1 10.5 Tf [(Part III is devoted to modelling the geometry of single and multiple cameras, addressing calibration and )] TJ ET
BT 34.016 272.694 Td /F1 10.5 Tf [(orientation, including statistical evaluation and reconstruction of corresponding scene features and surfaces )] TJ ET
BT 34.016 259.873 Td /F1 10.5 Tf [(based on geometric image features. The authors provide algorithms for various geometric computation problems )] TJ ET
BT 34.016 247.053 Td /F1 10.5 Tf [(in vision metrology, together with mathematical justifications and statistical analysis, thus enabling thorough )] TJ ET
BT 34.016 234.232 Td /F1 10.5 Tf [(evaluations. The chapters are self-contained with numerous figures and exercises, and they are supported by an )] TJ ET
BT 34.016 221.412 Td /F1 10.5 Tf [(appendix that explains the basic mathematical notation and a detailed index. The book can serve as the basis for )] TJ ET
BT 34.016 208.591 Td /F1 10.5 Tf [(undergraduate and graduate courses in photogrammetry, computer vision, and computer graphics. It is also )] TJ ET
BT 34.016 195.771 Td /F1 10.5 Tf [(appropriate for researchers, engineers, and software developers in the photogrammetry and GIS industries, )] TJ ET
BT 34.016 182.950 Td /F1 10.5 Tf [(particularly those engaged with statistically based geometric computer vision methods.)] TJ ET
BT 34.016 170.130 Td /F1 10.5 Tf [(Linear and Nonlinear Programming)] TJ ET
BT 197.406 170.130 Td /F1 10.5 Tf [( Stephen G. Nash 1996 This text presents linear and nonlinear programming )] TJ ET
BT 34.016 157.309 Td /F1 10.5 Tf [(in an integrated setting and serves as a complete and unified introduction to applications, theory, and algorithms.)] TJ ET
BT 34.016 144.489 Td /F1 10.5 Tf [(Linear and Nonlinear Optimization)] TJ ET
BT 192.744 144.489 Td /F1 10.5 Tf [( Igor Griva 2009 Provides an introduction to the applications, theory, and )] TJ ET
BT 34.016 131.668 Td /F1 10.5 Tf [(algorithms of linear and nonlinear optimization. The emphasis is on practical aspects - discussing modern )] TJ ET
BT 34.016 118.848 Td /F1 10.5 Tf [(algorithms, as well as the influence of theory on the interpretation of solutions or on the design of software. The )] TJ ET
BT 34.016 106.027 Td /F1 10.5 Tf [(book includes several examples of realistic optimization models that address important applications. The )] TJ ET
BT 34.016 93.207 Td /F1 10.5 Tf [(succinct style of this second edition is punctuated with numerous real-life examples and exercises, and the )] TJ ET
BT 34.016 80.386 Td /F1 10.5 Tf [(authors include accessible explanations of topics that are not often mentioned in textbooks, such as duality in )] TJ ET
BT 34.016 67.566 Td /F1 10.5 Tf [(nonlinear optimization, primal-dual methods for nonlinear optimization, filter methods, and applications such as )] TJ ET
BT 34.016 54.745 Td /F1 10.5 Tf [(support-vector machines. The book is designed to be flexible. It has a modular structure, and uses consistent )] TJ ET
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BT 34.016 375.258 Td /F1 10.5 Tf [(notation and terminology throughout. It can be used in many different ways, in many different courses, and at )] TJ ET
BT 34.016 362.437 Td /F1 10.5 Tf [(many different levels of sophistication.)] TJ ET
BT 34.016 349.617 Td /F1 10.5 Tf [(Optimization)] TJ ET
BT 92.364 349.617 Td /F1 10.5 Tf [( Rajesh Kumar Arora 2015-05-06 Choose the Correct Solution Method for Your Optimization )] TJ ET
BT 34.016 336.796 Td /F1 10.5 Tf [(ProblemOptimization: Algorithms and Applications presents a variety of solution techniques for optimization )] TJ ET
BT 34.016 323.976 Td /F1 10.5 Tf [(problems, emphasizing concepts rather than rigorous mathematical details and proofs. The book covers both )] TJ ET
BT 34.016 311.155 Td /F1 10.5 Tf [(gradient and stochastic methods as solution techniques for unconstrained and co)] TJ ET
BT 34.016 298.335 Td /F1 10.5 Tf [(Advances in Neural Networks – ISNN 2014)] TJ ET
BT 234.755 298.335 Td /F1 10.5 Tf [( Zhigang Zeng 2014-11-28 The volume LNCS 8866 constitutes the )] TJ ET
BT 34.016 285.514 Td /F1 10.5 Tf [(refereed proceedings of the 11th International Symposium on Neural Networks, ISNN 2014, held in Hong Kong )] TJ ET
BT 34.016 272.694 Td /F1 10.5 Tf [(and Macao, China on November/ December 2014. The 71 revised full papers presented were carefully reviewed )] TJ ET
BT 34.016 259.873 Td /F1 10.5 Tf [(and selected from 119 submissions. These papers cover all major topics of the theoretical research, empirical )] TJ ET
BT 34.016 247.053 Td /F1 10.5 Tf [(study and applications of neural networks research as follows. The focus is on following topics such as analysis, )] TJ ET
BT 34.016 234.232 Td /F1 10.5 Tf [(modeling, and applications.)] TJ ET
BT 34.016 221.412 Td /F1 10.5 Tf [(Numerical Linear Algebra and Applications, Second Edition)] TJ ET
BT 308.885 221.412 Td /F1 10.5 Tf [( Biswa Nath Datta 2010-02-04 An undergraduate )] TJ ET
BT 34.016 208.591 Td /F1 10.5 Tf [(textbook that highlights motivating applications and contains summary sections, examples, exercises, online )] TJ ET
BT 34.016 195.771 Td /F1 10.5 Tf [(MATLAB codes and a MATLAB toolkit. All the major topics of computational linear algebra are covered, from )] TJ ET
BT 34.016 182.950 Td /F1 10.5 Tf [(basic concepts to advanced topics such as the quadratic eigenvalue problem in later chapters.)] TJ ET
BT 36.266 147.222 Td /F1 8.0 Tf [(griva-nash-sofer-solution)] TJ ET
BT 326.902 147.429 Td /F1 8.0 Tf [(Downloaded from )] TJ ET
BT 391.814 147.222 Td /F1 8.0 Tf [(piushavenwerkt.nl)] TJ ET
BT 455.838 147.429 Td /F1 8.0 Tf [( on October 7, 2022 by guest)] TJ ET
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