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BT 34.016 1119.481 Td /F1 22.5 Tf [(Griva Nash Sofer Solution)] TJ ET
BT 34.016 1076.673 Td /F1 11.2 Tf [(Thank you for downloading )] TJ ET
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BT 34.016 944.755 Td /F1 11.2 Tf [(System and Circuit Design for Biologically-Inspired Intelligent Learning)] TJ ET
BT 384.138 944.755 Td /F1 11.2 Tf [( Temel, Turgay 2010-10-31 "The objective of the book is to introduce and bring )] TJ ET
BT 34.016 931.019 Td /F1 11.2 Tf [(together well-known circuit design aspects, as well as to cover up-to-date outcomes of theoretical studies in decision-making, biologically-inspired, and )] TJ ET
BT 34.016 917.283 Td /F1 11.2 Tf [(artificial intelligent learning techniques"--Provided by publisher.)] TJ ET
BT 34.016 903.547 Td /F1 11.2 Tf [(OPTIMIZATION METHODS FOR ENGINEERS)] TJ ET
BT 269.669 903.547 Td /F1 11.2 Tf [( N.V.S. Raju 2014-01-01 Primarily designed as a text for the postgraduate students of mechanical )] TJ ET
BT 34.016 889.810 Td /F1 11.2 Tf [(engineering and related branches, it provides an excellent introduction to optimization methods—the overview, the history, and the development. It is )] TJ ET
BT 34.016 876.074 Td /F1 11.2 Tf [(equally suitable for the undergraduate students for their electives. The text then moves on to familiarize the students with the formulation of optimization )] TJ ET
BT 34.016 862.338 Td /F1 11.2 Tf [(problems, graphical solutions, analytical methods of nonlinear optimization, classical optimization techniques, single variable \(one-dimensional\) )] TJ ET
BT 34.016 848.602 Td /F1 11.2 Tf [(unconstrained optimization, multidimensional problems, constrained optimization, equality and inequality constraints. With complexities of human life, the )] TJ ET
BT 34.016 834.865 Td /F1 11.2 Tf [(importance of optimization techniques as a tool has increased manifold. The application of optimization techniques creates an efficient, effective and a )] TJ ET
BT 34.016 821.129 Td /F1 11.2 Tf [(better life. Features • Includes numerous illustrations and unsolved problems. • Contains university questions. • Discusses the topics with step-by-step )] TJ ET
BT 34.016 807.393 Td /F1 11.2 Tf [(procedures.)] TJ ET
BT 34.016 793.657 Td /F1 11.2 Tf [(Parameter Estimation and Inverse Problems)] TJ ET
0.000 0.000 0.000 RG
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34.016 791.800 m 254.718 791.800 l S
BT 254.718 793.657 Td /F1 11.2 Tf [( Richard C. Aster 2013 Parameter Estimation and Inverse Problems, Second Edition provides geoscience )] TJ ET
BT 34.016 779.920 Td /F1 11.2 Tf [(students and professionals with answers to common questions like how one can derive a physical model from a finite set of observations containing errors, )] TJ ET
BT 34.016 766.184 Td /F1 11.2 Tf [(and how one may determine the quality of such a model. This book takes on these fundamental and challenging problems, introducing students and )] TJ ET
BT 34.016 752.448 Td /F1 11.2 Tf [(professionals to the broad range of approaches that lie in the realm of inverse theory. The authors present both the underlying theory and practical )] TJ ET
BT 34.016 738.712 Td /F1 11.2 Tf [(algorithms for solving inverse problems. The authors' treatment is appropriate for geoscience graduate students and advanced undergraduates with a )] TJ ET
BT 34.016 724.975 Td /F1 11.2 Tf [(basic working knowledge of calculus, linear algebra, and statistics. Parameter Estimation and Inverse Problems, Second Edition introduces readers to both )] TJ ET
BT 34.016 711.239 Td /F1 11.2 Tf [(Classical and Bayesian approaches to linear and nonlinear problems with particular attention paid to computational, mathematical, and statistical issues )] TJ ET
BT 34.016 697.503 Td /F1 11.2 Tf [(related to their application to geophysical problems. The textbook includes Appendices covering essential linear algebra, statistics, and notation in the )] TJ ET
BT 34.016 683.767 Td /F1 11.2 Tf [(context of the subject. Includes appendices for review of needed concepts in linear, statistics, and vector calculus. Accessible to students and )] TJ ET
BT 34.016 670.030 Td /F1 11.2 Tf [(professionals without a highly specialized mathematical background.)] TJ ET
BT 34.016 656.294 Td /F1 11.2 Tf [(A First Course in Numerical Methods)] TJ ET
BT 217.807 656.294 Td /F1 11.2 Tf [( Uri M. Ascher 2011-07-14 Offers students a practical knowledge of modern techniques in scientific computing.)] TJ ET
BT 34.016 642.558 Td /F1 11.2 Tf [(Linear and Nonlinear Optimization)] TJ ET
BT 204.082 642.558 Td /F1 11.2 Tf [( Igor Griva 2009 Provides an introduction to the applications, theory, and algorithms of linear and nonlinear optimization. )] TJ ET
BT 34.016 628.822 Td /F1 11.2 Tf [(The emphasis is on practical aspects - discussing modern algorithms, as well as the influence of theory on the interpretation of solutions or on the design )] TJ ET
BT 34.016 615.085 Td /F1 11.2 Tf [(of software. The book includes several examples of realistic optimization models that address important applications. The succinct style of this second )] TJ ET
BT 34.016 601.349 Td /F1 11.2 Tf [(edition is punctuated with numerous real-life examples and exercises, and the authors include accessible explanations of topics that are not often )] TJ ET
BT 34.016 587.613 Td /F1 11.2 Tf [(mentioned in textbooks, such as duality in nonlinear optimization, primal-dual methods for nonlinear optimization, filter methods, and applications such as )] TJ ET
BT 34.016 573.877 Td /F1 11.2 Tf [(support-vector machines. The book is designed to be flexible. It has a modular structure, and uses consistent notation and terminology throughout. It can )] TJ ET
BT 34.016 560.140 Td /F1 11.2 Tf [(be used in many different ways, in many different courses, and at many different levels of sophistication.)] TJ ET
BT 34.016 546.404 Td /F1 11.2 Tf [(Matrix Algebra)] TJ ET
BT 106.533 546.404 Td /F1 11.2 Tf [( James E. Gentle 2007-07-27 This much-needed work presents, among other things, the relevant aspects of the theory of matrix algebra for )] TJ ET
BT 34.016 532.668 Td /F1 11.2 Tf [(applications in statistics. Written in an informal style, it addresses computational issues and places more emphasis on applications than existing texts.)] TJ ET
BT 34.016 518.932 Td /F1 11.2 Tf [(Advances on P2P, Parallel, Grid, Cloud and Internet Computing)] TJ ET
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BT 351.041 518.932 Td /F1 11.2 Tf [( Fatos Xhafa 2017-11-02 This book presents the latest, innovative research findings on )] TJ ET
BT 34.016 505.195 Td /F1 11.2 Tf [(P2P, Parallel, Grid, Cloud, and Internet Computing. It gathers the Proceedings of the 12th International Conference on P2P, Parallel, Grid, Cloud and )] TJ ET
BT 34.016 491.459 Td /F1 11.2 Tf [(Internet Computing, held on November 8–10, 2017 in Barcelona, Spain. These computing technologies have rapidly established themselves as )] TJ ET
BT 34.016 477.723 Td /F1 11.2 Tf [(breakthrough paradigms for solving complex problems by enabling the aggregation and sharing of an increasing variety of distributed computational )] TJ ET
BT 34.016 463.987 Td /F1 11.2 Tf [(resources at large scale. Grid Computing originated as a paradigm for high-performance computing, offering an alternative to expensive supercomputers )] TJ ET
BT 34.016 450.250 Td /F1 11.2 Tf [(through different forms of large-scale distributed computing, while P2P Computing emerged as a new paradigm after client-server and web-based )] TJ ET
BT 34.016 436.514 Td /F1 11.2 Tf [(computing and has shown to be useful in the development of social networking, B2B \(Business to Business\), B2C \(Business to Consumer\), B2G \(Business )] TJ ET
BT 34.016 422.778 Td /F1 11.2 Tf [(to Government\), B2E \(Business to Employee\), and so on. Cloud Computing has been defined as a “computing paradigm where the boundaries of )] TJ ET
BT 34.016 409.042 Td /F1 11.2 Tf [(computing are determined by economic rationale rather than technical limits”. Cloud computing has quickly been adopted in a broad range of application )] TJ ET
BT 34.016 395.305 Td /F1 11.2 Tf [(domains and provides utility computing at large scale. Lastly, Internet Computing is the basis of any large-scale distributed computing paradigm; it has very )] TJ ET
BT 34.016 381.569 Td /F1 11.2 Tf [(rapidly developed into a flourishing field with an enormous impact on today’s information societies, serving as a universal platform comprising a large )] TJ ET
BT 34.016 367.833 Td /F1 11.2 Tf [(variety of computing forms such as Grid, P2P, Cloud and Mobile computing. The aim of the book “Advances on P2P, Parallel, Grid, Cloud and Internet )] TJ ET
BT 34.016 354.097 Td /F1 11.2 Tf [(Computing” is to provide the latest findings, methods and development techniques from both theoretical and practical perspectives, and to reveal synergies )] TJ ET
BT 34.016 340.360 Td /F1 11.2 Tf [(between these large-scale computing paradigms.)] TJ ET
BT 34.016 326.624 Td /F1 11.2 Tf [(Linear and Nonlinear Programming)] TJ ET
BT 209.077 326.624 Td /F1 11.2 Tf [( David G. Luenberger 2008-06-20 This third edition of the classic textbook in Optimization has been fully revised and )] TJ ET
BT 34.016 312.888 Td /F1 11.2 Tf [(updated. It comprehensively covers modern theoretical insights in this crucial computing area, and will be required reading for analysts and operations )] TJ ET
BT 34.016 299.152 Td /F1 11.2 Tf [(researchers in a variety of fields. The book connects the purely analytical character of an optimization problem, and the behavior of algorithms used to )] TJ ET
BT 34.016 285.415 Td /F1 11.2 Tf [(solve it. Now, the third edition has been completely updated with recent Optimization Methods. The book also has a new co-author, Yinyu Ye of )] TJ ET
BT 34.016 271.679 Td /F1 11.2 Tf [(California’s Stanford University, who has written lots of extra material including some on Interior Point Methods.)] TJ ET
BT 34.016 257.943 Td /F1 11.2 Tf [(Simulation-Driven Modeling and Optimization)] TJ ET
BT 259.083 257.943 Td /F1 11.2 Tf [( Slawomir Koziel 2016-02-12 This edited volume is devoted to the now-ubiquitous use of computational )] TJ ET
BT 34.016 244.207 Td /F1 11.2 Tf [(models across most disciplines of engineering and science, led by a trio of world-renowned researchers in the field. Focused on recent advances of )] TJ ET
BT 34.016 230.470 Td /F1 11.2 Tf [(modeling and optimization techniques aimed at handling computationally-expensive engineering problems involving simulation models, this book will be an )] TJ ET
BT 34.016 216.734 Td /F1 11.2 Tf [(invaluable resource for specialists \(engineers, researchers, graduate students\) working in areas as diverse as electrical engineering, mechanical and )] TJ ET
BT 34.016 202.998 Td /F1 11.2 Tf [(structural engineering, civil engineering, industrial engineering, hydrodynamics, aerospace engineering, microwave and antenna engineering, ocean )] TJ ET
BT 34.016 189.262 Td /F1 11.2 Tf [(science and climate modeling, and the automotive industry, where design processes are heavily based on CPU-heavy computer simulations. Various )] TJ ET
BT 34.016 175.525 Td /F1 11.2 Tf [(techniques, such as knowledge-based optimization, adjoint sensitivity techniques, and fast replacement models \(to name just a few\) are explored in-depth )] TJ ET
BT 34.016 161.789 Td /F1 11.2 Tf [(along with an array of the latest techniques to optimize the efficiency of the simulation-driven design process. High-fidelity simulation models allow for )] TJ ET
BT 34.016 148.053 Td /F1 11.2 Tf [(accurate evaluations of the devices and systems, which is critical in the design process, especially to avoid costly prototyping stages. Despite this and )] TJ ET
BT 34.016 134.317 Td /F1 11.2 Tf [(other advantages, the use of simulation tools in the design process is quite challenging due to associated high computational cost. The steady increase of )] TJ ET
BT 34.016 120.580 Td /F1 11.2 Tf [(available computational resources does not always translate into the shortening of the design cycle because of the growing demand for higher accuracy )] TJ ET
BT 34.016 106.844 Td /F1 11.2 Tf [(and necessity to simulate larger and more complex systems. For this reason, automated simulation-driven design—while highly desirable—is difficult when )] TJ ET
BT 34.016 93.108 Td /F1 11.2 Tf [(using conventional numerical optimization routines which normally require a large number of system simulations, each one already expensive.)] TJ ET
BT 34.016 79.372 Td /F1 11.2 Tf [(The Traffic Assignment Problem)] TJ ET
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BT 194.688 79.372 Td /F1 11.2 Tf [( Michael Patriksson 2015-02-18 "This unique monograph, a classic in its field, provides an account of the development of )] TJ ET
BT 34.016 65.635 Td /F1 11.2 Tf [(models and methods for the problem of estimating equilibrium traffic flows in urban areas. The text further demonstrates the scope and limits of current )] TJ ET
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BT 34.016 1145.545 Td /F1 11.2 Tf [(models. Some familiarity with nonlinear programming theory and techniques is assumed. 1994 edition"--)] TJ ET
BT 34.016 1131.809 Td /F1 11.2 Tf [(Transforming Markets in the Built Environment)] TJ ET
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34.016 1129.953 m 265.338 1129.953 l S
BT 265.338 1131.809 Td /F1 11.2 Tf [( Susan Roaf 2012 There is an urgent need to build human capacity to make the often vulnerable and )] TJ ET
BT 34.016 1118.073 Td /F1 11.2 Tf [(exposed buildings and communities we live and work in more resilient to the changing social, economic and physical environments around us. Extensive )] TJ ET
BT 34.016 1104.337 Td /F1 11.2 Tf [(research has been done over the last decades on both mitigation and adaptation to climate change in the built environment, but the outputs of much of this )] TJ ET
BT 34.016 1090.600 Td /F1 11.2 Tf [(research have failed to result in the wider uptake of effective greenhouse gas emission reduction solutions. This volume introduces credible 'fresh thinking' )] TJ ET
BT 34.016 1076.864 Td /F1 11.2 Tf [(on how this may be done. For the first time an emerging generation of research is brought together that is directly concerned with understanding, )] TJ ET
BT 34.016 1063.128 Td /F1 11.2 Tf [(influencing and leading the transformation of markets and thinking in the built environment. Chapters cover: defining values setting targets consumer )] TJ ET
BT 34.016 1049.392 Td /F1 11.2 Tf [(motivation selling existing ideas better developing new design principles, paradigms and programmes optimizing solutions to ensure that when change )] TJ ET
BT 34.016 1035.655 Td /F1 11.2 Tf [(does happen, it does so in the right direction. Papers are contributed by leading experts in fields ranging from philosophy, the social, political and physical )] TJ ET
BT 34.016 1021.919 Td /F1 11.2 Tf [(sciences, engineering, architecture, mathematics and complexity science. The resulting volume will be essential reading for all those involved with )] TJ ET
BT 34.016 1008.183 Td /F1 11.2 Tf [(changing the mindsets of a generation on the need to, and ways to, build resilience to rapid change and transforming markets in the built environment.)] TJ ET
BT 34.016 994.447 Td /F1 11.2 Tf [(Handbook of Research on Predictive Modeling and Optimization Methods in Science and Engineering)] TJ ET
BT 539.872 994.447 Td /F1 11.2 Tf [( Kim, Dookie 2018-06-15 The disciplines of science )] TJ ET
BT 34.016 980.710 Td /F1 11.2 Tf [(and engineering rely heavily on the forecasting of prospective constraints for concepts that have not yet been proven to exist, especially in areas such as )] TJ ET
BT 34.016 966.974 Td /F1 11.2 Tf [(artificial intelligence. Obtaining quality solutions to the problems presented becomes increasingly difficult due to the number of steps required to sift )] TJ ET
BT 34.016 953.238 Td /F1 11.2 Tf [(through the possible solutions, and the ability to solve such problems relies on the recognition of patterns and the categorization of data into specific sets. )] TJ ET
BT 34.016 939.502 Td /F1 11.2 Tf [(Predictive modeling and optimization methods allow unknown events to be categorized based on statistics and classifiers input by researchers. The )] TJ ET
BT 34.016 925.765 Td /F1 11.2 Tf [(Handbook of Research on Predictive Modeling and Optimization Methods in Science and Engineering is a critical reference source that provides )] TJ ET
BT 34.016 912.029 Td /F1 11.2 Tf [(comprehensive information on the use of optimization techniques and predictive models to solve real-life engineering and science problems. Through )] TJ ET
BT 34.016 898.293 Td /F1 11.2 Tf [(discussions on techniques such as robust design optimization, water level prediction, and the prediction of human actions, this publication identifies )] TJ ET
BT 34.016 884.557 Td /F1 11.2 Tf [(solutions to developing problems and new solutions for existing problems, making this publication a valuable resource for engineers, researchers, graduate )] TJ ET
BT 34.016 870.820 Td /F1 11.2 Tf [(students, and other professionals.)] TJ ET
BT 34.016 857.084 Td /F1 11.2 Tf [(Nonlinear Programming)] TJ ET
BT 152.793 857.084 Td /F1 11.2 Tf [( Mokhtar S. Bazaraa 2013-06-12 COMPREHENSIVE COVERAGE OF NONLINEAR PROGRAMMING THEORY AND )] TJ ET
BT 34.016 843.348 Td /F1 11.2 Tf [(ALGORITHMS, THOROUGHLY REVISED AND EXPANDED Nonlinear Programming: Theory and Algorithms—now in an extensively updated Third )] TJ ET
BT 34.016 829.612 Td /F1 11.2 Tf [(Edition—addresses the problem of optimizing an objective function in the presence of equality and inequality constraints. Many realistic problems cannot )] TJ ET
BT 34.016 815.875 Td /F1 11.2 Tf [(be adequately represented as a linear program owing to the nature of the nonlinearity of the objective function and/or the nonlinearity of any constraints. )] TJ ET
BT 34.016 802.139 Td /F1 11.2 Tf [(The Third Edition begins with a general introduction to nonlinear programming with illustrative examples and guidelines for model construction. )] TJ ET
BT 34.016 788.403 Td /F1 11.2 Tf [(Concentration on the three major parts of nonlinear programming is provided: Convex analysis with discussion of topological properties of convex sets, )] TJ ET
BT 34.016 774.667 Td /F1 11.2 Tf [(separation and support of convex sets, polyhedral sets, extreme points and extreme directions of polyhedral sets, and linear programming Optimality )] TJ ET
BT 34.016 760.930 Td /F1 11.2 Tf [(conditions and duality with coverage of the nature, interpretation, and value of the classical Fritz John \(FJ\) and the Karush-Kuhn-Tucker \(KKT\) optimality )] TJ ET
BT 34.016 747.194 Td /F1 11.2 Tf [(conditions; the interrelationships between various proposed constraint qualifications; and Lagrangian duality and saddle point optimality conditions )] TJ ET
BT 34.016 733.458 Td /F1 11.2 Tf [(Algorithms and their convergence, with a presentation of algorithms for solving both unconstrained and constrained nonlinear programming problems )] TJ ET
BT 34.016 719.722 Td /F1 11.2 Tf [(Important features of the Third Edition include: New topics such as second interior point methods, nonconvex optimization, nondifferentiable optimization, )] TJ ET
BT 34.016 705.985 Td /F1 11.2 Tf [(and more Updated discussion and new applications in each chapter Detailed numerical examples and graphical illustrations Essential coverage of )] TJ ET
BT 34.016 692.249 Td /F1 11.2 Tf [(modeling and formulating nonlinear programs Simple numerical problems Advanced theoretical exercises The book is a solid reference for professionals )] TJ ET
BT 34.016 678.513 Td /F1 11.2 Tf [(as well as a useful text for students in the fields of operations research, management science, industrial engineering, applied mathematics, and also in )] TJ ET
BT 34.016 664.777 Td /F1 11.2 Tf [(engineering disciplines that deal with analytical optimization techniques. The logical and self-contained format uniquely covers nonlinear programming )] TJ ET
BT 34.016 651.040 Td /F1 11.2 Tf [(techniques with a great depth of information and an abundance of valuable examples and illustrations that showcase the most current advances in )] TJ ET
BT 34.016 637.304 Td /F1 11.2 Tf [(nonlinear problems.)] TJ ET
BT 34.016 623.568 Td /F1 11.2 Tf [(Photogrammetric Computer Vision)] TJ ET
0.225 w 0 J [ ] 0 d
34.016 621.712 m 205.938 621.712 l S
BT 205.938 623.568 Td /F1 11.2 Tf [( Wolfgang Förstner 2016-10-04 This textbook offers a statistical view on the geometry of multiple view analysis, required )] TJ ET
BT 34.016 609.832 Td /F1 11.2 Tf [(for camera calibration and orientation and for geometric scene reconstruction based on geometric image features. The authors have backgrounds in )] TJ ET
BT 34.016 596.095 Td /F1 11.2 Tf [(geodesy and also long experience with development and research in computer vision, and this is the first book to present a joint approach from the )] TJ ET
BT 34.016 582.359 Td /F1 11.2 Tf [(converging fields of photogrammetry and computer vision. Part I of the book provides an introduction to estimation theory, covering aspects such as )] TJ ET
BT 34.016 568.623 Td /F1 11.2 Tf [(Bayesian estimation, variance components, and sequential estimation, with a focus on the statistically sound diagnostics of estimation results essential in )] TJ ET
BT 34.016 554.887 Td /F1 11.2 Tf [(vision metrology. Part II provides tools for 2D and 3D geometric reasoning using projective geometry. This includes oriented projective geometry and tools )] TJ ET
BT 34.016 541.150 Td /F1 11.2 Tf [(for statistically optimal estimation and test of geometric entities and transformations and their relations, tools that are useful also in the context of uncertain )] TJ ET
BT 34.016 527.414 Td /F1 11.2 Tf [(reasoning in point clouds. Part III is devoted to modelling the geometry of single and multiple cameras, addressing calibration and orientation, including )] TJ ET
BT 34.016 513.678 Td /F1 11.2 Tf [(statistical evaluation and reconstruction of corresponding scene features and surfaces based on geometric image features. The authors provide algorithms )] TJ ET
BT 34.016 499.942 Td /F1 11.2 Tf [(for various geometric computation problems in vision metrology, together with mathematical justifications and statistical analysis, thus enabling thorough )] TJ ET
BT 34.016 486.205 Td /F1 11.2 Tf [(evaluations. The chapters are self-contained with numerous figures and exercises, and they are supported by an appendix that explains the basic )] TJ ET
BT 34.016 472.469 Td /F1 11.2 Tf [(mathematical notation and a detailed index. The book can serve as the basis for undergraduate and graduate courses in photogrammetry, computer )] TJ ET
BT 34.016 458.733 Td /F1 11.2 Tf [(vision, and computer graphics. It is also appropriate for researchers, engineers, and software developers in the photogrammetry and GIS industries, )] TJ ET
BT 34.016 444.997 Td /F1 11.2 Tf [(particularly those engaged with statistically based geometric computer vision methods.)] TJ ET
BT 34.016 431.260 Td /F1 11.2 Tf [(Optimization in Practice with MATLAB)] TJ ET
BT 223.443 431.260 Td /F1 11.2 Tf [( Achille Messac 2015-03-19 This textbook is designed for students and industry practitioners for a first course in )] TJ ET
BT 34.016 417.524 Td /F1 11.2 Tf [(optimization integrating MATLAB® software.)] TJ ET
BT 34.016 403.788 Td /F1 11.2 Tf [(Mixed Integer Nonlinear Programming)] TJ ET
BT 224.073 403.788 Td /F1 11.2 Tf [( Jon Lee 2011-12-02 Many engineering, operations, and scientific applications include a mixture of discrete and )] TJ ET
BT 34.016 390.052 Td /F1 11.2 Tf [(continuous decision variables and nonlinear relationships involving the decision variables that have a pronounced effect on the set of feasible and optimal )] TJ ET
BT 34.016 376.315 Td /F1 11.2 Tf [(solutions. Mixed-integer nonlinear programming \(MINLP\) problems combine the numerical difficulties of handling nonlinear functions with the challenge of )] TJ ET
BT 34.016 362.579 Td /F1 11.2 Tf [(optimizing in the context of nonconvex functions and discrete variables. MINLP is one of the most flexible modeling paradigms available for optimization; )] TJ ET
BT 34.016 348.843 Td /F1 11.2 Tf [(but because its scope is so broad, in the most general cases it is hopelessly intractable. Nonetheless, an expanding body of researchers and practitioners )] TJ ET
BT 34.016 335.107 Td /F1 11.2 Tf [(— including chemical engineers, operations researchers, industrial engineers, mechanical engineers, economists, statisticians, computer scientists, )] TJ ET
BT 34.016 321.370 Td /F1 11.2 Tf [(operations managers, and mathematical programmers — are interested in solving large-scale MINLP instances.)] TJ ET
BT 34.016 307.634 Td /F1 11.2 Tf [(Optimization—Theory and Practice)] TJ ET
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BT 208.447 307.634 Td /F1 11.2 Tf [( Wilhelm Forst 2010-07-26 Optimization is a field important in its own right but is also integral to numerous applied )] TJ ET
BT 34.016 293.898 Td /F1 11.2 Tf [(sciences, including operations research, management science, economics, finance and all branches of mathematics-oriented engineering. Constrained )] TJ ET
BT 34.016 280.162 Td /F1 11.2 Tf [(optimization models are one of the most widely used mathematical models in operations research and management science. This book gives a modern )] TJ ET
BT 34.016 266.425 Td /F1 11.2 Tf [(and well-balanced presentation of the subject, focusing on theory but also including algorithims and examples from various real-world applications. )] TJ ET
BT 34.016 252.689 Td /F1 11.2 Tf [(Detailed examples and counter-examples are provided--as are exercises, solutions and helpful hints, and Matlab/Maple supplements.)] TJ ET
BT 34.016 238.953 Td /F1 11.2 Tf [(Introduction to Unconstrained Optimization with R)] TJ ET
BT 280.987 238.953 Td /F1 11.2 Tf [( Shashi Kant Mishra 2019-12-17 This book discusses unconstrained optimization with R—a free, open-)] TJ ET
BT 34.016 225.217 Td /F1 11.2 Tf [(source computing environment, which works on several platforms, including Windows, Linux, and macOS. The book highlights methods such as the )] TJ ET
BT 34.016 211.480 Td /F1 11.2 Tf [(steepest descent method, Newton method, conjugate direction method, conjugate gradient methods, quasi-Newton methods, rank one correction formula, )] TJ ET
BT 34.016 197.744 Td /F1 11.2 Tf [(DFP method, BFGS method and their algorithms, convergence analysis, and proofs. Each method is accompanied by worked examples and R scripts. To )] TJ ET
BT 34.016 184.008 Td /F1 11.2 Tf [(help readers apply these methods in real-world situations, the book features a set of exercises at the end of each chapter. Primarily intended for graduate )] TJ ET
BT 34.016 170.272 Td /F1 11.2 Tf [(students of applied mathematics, operations research and statistics, it is also useful for students of mathematics, engineering, management, economics, )] TJ ET
BT 34.016 156.535 Td /F1 11.2 Tf [(and agriculture.)] TJ ET
BT 34.016 142.799 Td /F1 11.2 Tf [(Nonlinear Systems)] TJ ET
BT 128.414 142.799 Td /F1 11.2 Tf [( 2020-05-13 The editors of this book have incorporated contributions from a diverse group of leading researchers in the field of )] TJ ET
BT 34.016 129.063 Td /F1 11.2 Tf [(nonlinear systems. To enrich the scope of the content, this book contains a valuable selection of works on fractional differential equations.The book aims )] TJ ET
BT 34.016 115.327 Td /F1 11.2 Tf [(to provide an overview of the current knowledge on nonlinear systems and some aspects of fractional calculus. The main subject areas are divided into )] TJ ET
BT 34.016 101.590 Td /F1 11.2 Tf [(two theoretical and applied sections. Nonlinear systems are useful for researchers in mathematics, applied mathematics, and physics, as well as graduate )] TJ ET
BT 34.016 87.854 Td /F1 11.2 Tf [(students who are studying these systems with reference to their theory and application. This book is also an ideal complement to the specific literature on )] TJ ET
BT 34.016 74.118 Td /F1 11.2 Tf [(engineering, biology, health science, and other applied science areas. The opportunity given by IntechOpen to offer this book under the open access )] TJ ET
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BT 34.016 1145.545 Td /F1 11.2 Tf [(system contributes to disseminating the field of nonlinear systems to a wide range of researchers.)] TJ ET
BT 34.016 1131.809 Td /F1 11.2 Tf [(PETSc for Partial Differential Equations: Numerical Solutions in C and Python)] TJ ET
BT 419.789 1131.809 Td /F1 11.2 Tf [( Ed Bueler 2020-10-22 The Portable, Extensible Toolkit for Scientific )] TJ ET
BT 34.016 1118.073 Td /F1 11.2 Tf [(Computation \(PETSc\) is an open-source library of advanced data structures and methods for solving linear and nonlinear equations and for managing )] TJ ET
BT 34.016 1104.337 Td /F1 11.2 Tf [(discretizations. This book uses these modern numerical tools to demonstrate how to solve nonlinear partial differential equations \(PDEs\) in parallel. It )] TJ ET
BT 34.016 1090.600 Td /F1 11.2 Tf [(starts from key mathematical concepts, such as Krylov space methods, preconditioning, multigrid, and Newton’s method. In PETSc these components are )] TJ ET
BT 34.016 1076.864 Td /F1 11.2 Tf [(composed at run time into fast solvers. Discretizations are introduced from the beginning, with an emphasis on finite difference and finite element )] TJ ET
BT 34.016 1063.128 Td /F1 11.2 Tf [(methodologies. The example C programs of the first 12 chapters, listed on the inside front cover, solve \(mostly\) elliptic and parabolic PDE problems. )] TJ ET
BT 34.016 1049.392 Td /F1 11.2 Tf [(Discretization leads to large, sparse, and generally nonlinear systems of algebraic equations. For such problems, mathematical solver concepts are )] TJ ET
BT 34.016 1035.655 Td /F1 11.2 Tf [(explained and illustrated through the examples, with sufficient context to speed further development. PETSc for Partial Differential Equations addresses )] TJ ET
BT 34.016 1021.919 Td /F1 11.2 Tf [(both discretizations and fast solvers for PDEs, emphasizing practice more than theory. Well-structured examples lead to run-time choices that result in )] TJ ET
BT 34.016 1008.183 Td /F1 11.2 Tf [(high solver performance and parallel scalability. The last two chapters build on the reader’s understanding of fast solver concepts when applying the )] TJ ET
BT 34.016 994.447 Td /F1 11.2 Tf [(Firedrake Python finite element solver library. This textbook, the first to cover PETSc programming for nonlinear PDEs, provides an on-ramp for graduate )] TJ ET
BT 34.016 980.710 Td /F1 11.2 Tf [(students and researchers to a major area of high-performance computing for science and engineering. It is suitable as a supplement for courses in )] TJ ET
BT 34.016 966.974 Td /F1 11.2 Tf [(scientific computing or numerical methods for differential equations.)] TJ ET
BT 34.016 953.238 Td /F1 11.2 Tf [(Optimization in Operations Research)] TJ ET
BT 217.829 953.238 Td /F1 11.2 Tf [( Ronald L. Rardin 2014-01-01 For first courses in operations research, operations management Optimization in )] TJ ET
BT 34.016 939.502 Td /F1 11.2 Tf [(Operations Research, Second Edition covers a broad range of optimization techniques, including linear programming, network flows, integer/combinational )] TJ ET
BT 34.016 925.765 Td /F1 11.2 Tf [(optimization, and nonlinear programming. This dynamic text emphasizes the importance of modeling and problem formulation andhow to apply algorithms )] TJ ET
BT 34.016 912.029 Td /F1 11.2 Tf [(to real-world problems to arrive at optimal solutions. Use a program that presents a better teaching and learning experience-for you and your students. )] TJ ET
BT 34.016 898.293 Td /F1 11.2 Tf [(Prepare students for real-world problems: Students learn how to apply algorithms to problems that get them ready for their field. Use strong pedagogy )] TJ ET
BT 34.016 884.557 Td /F1 11.2 Tf [(tools to teach: Key concepts are easy to follow with the text's clear and continually reinforced learning path. Enjoy the text's flexibility: The text features )] TJ ET
BT 34.016 870.820 Td /F1 11.2 Tf [(varying amounts of coverage, so that instructors can choose how in-depth they want to go into different topics.)] TJ ET
BT 34.016 857.084 Td /F1 11.2 Tf [(Linear and Nonlinear Optimization)] TJ ET
0.225 w 0 J [ ] 0 d
34.016 855.228 m 204.082 855.228 l S
BT 204.082 857.084 Td /F1 11.2 Tf [( Igor Griva 2009-03-26 Flexible graduate textbook that introduces the applications, theory, and algorithms of linear and )] TJ ET
BT 34.016 843.348 Td /F1 11.2 Tf [(nonlinear optimization in a clear succinct style, supported by numerous examples and exercises. It introduces important realistic applications and explains )] TJ ET
BT 34.016 829.612 Td /F1 11.2 Tf [(how optimization can address them.)] TJ ET
BT 34.016 815.875 Td /F1 11.2 Tf [(Computational Statistics)] TJ ET
BT 154.683 815.875 Td /F1 11.2 Tf [( James E. Gentle 2009-07-28 Computational inference is based on an approach to statistical methods that uses modern )] TJ ET
BT 34.016 802.139 Td /F1 11.2 Tf [(computational power to simulate distributional properties of estimators and test statistics. This book describes computationally intensive statistical methods )] TJ ET
BT 34.016 788.403 Td /F1 11.2 Tf [(in a unified presentation, emphasizing techniques, such as the PDF decomposition, that arise in a wide range of methods.)] TJ ET
BT 34.016 774.667 Td /F1 11.2 Tf [(Probability and Mathematical Statistics: Theory, Applications, and Practice in R)] TJ ET
BT 426.663 774.667 Td /F1 11.2 Tf [( Mary C. Meyer 2019-06-24 This book develops the theory of probability )] TJ ET
BT 34.016 760.930 Td /F1 11.2 Tf [(and mathematical statistics with the goal of analyzing real-world data. Throughout the text, the R package is used to compute probabilities, check )] TJ ET
BT 34.016 747.194 Td /F1 11.2 Tf [(analytically computed answers, simulate probability distributions, illustrate answers with appropriate graphics, and help students develop intuition )] TJ ET
BT 34.016 733.458 Td /F1 11.2 Tf [(surrounding probability and statistics. Examples, demonstrations, and exercises in the R programming language serve to reinforce ideas and facilitate )] TJ ET
BT 34.016 719.722 Td /F1 11.2 Tf [(understanding and confidence. The book’s Chapter Highlights provide a summary of key concepts, while the examples utilizing R within the chapters are )] TJ ET
BT 34.016 705.985 Td /F1 11.2 Tf [(instructive and practical. Exercises that focus on real-world applications without sacrificing mathematical rigor are included, along with more than 200 )] TJ ET
BT 34.016 692.249 Td /F1 11.2 Tf [(figures that help clarify both concepts and applications. In addition, the book features two helpful appendices: annotated solutions to 700 exercises and a )] TJ ET
BT 34.016 678.513 Td /F1 11.2 Tf [(Review of Useful Math. Written for use in applied masters classes, Probability and Mathematical Statistics: Theory, Applications, and Practice in R is also )] TJ ET
BT 34.016 664.777 Td /F1 11.2 Tf [(suitable for advanced undergraduates and for self-study by applied mathematicians and statisticians and qualitatively inclined engineers and scientists.)] TJ ET
BT 34.016 651.040 Td /F1 11.2 Tf [(A First Course in Optimization Theory)] TJ ET
BT 221.564 651.040 Td /F1 11.2 Tf [( Rangarajan K. Sundaram 1996-06-13 This book, first published in 1996, introduces students to optimization theory )] TJ ET
BT 34.016 637.304 Td /F1 11.2 Tf [(and its use in economics and allied disciplines. The first of its three parts examines the existence of solutions to optimization problems in Rn, and how )] TJ ET
BT 34.016 623.568 Td /F1 11.2 Tf [(these solutions may be identified. The second part explores how solutions to optimization problems change with changes in the underlying parameters, )] TJ ET
BT 34.016 609.832 Td /F1 11.2 Tf [(and the last part provides an extensive description of the fundamental principles of finite- and infinite-horizon dynamic programming. Each chapter contains )] TJ ET
BT 34.016 596.095 Td /F1 11.2 Tf [(a number of detailed examples explaining both the theory and its applications for first-year master's and graduate students. 'Cookbook' procedures are )] TJ ET
BT 34.016 582.359 Td /F1 11.2 Tf [(accompanied by a discussion of when such methods are guaranteed to be successful, and, equally importantly, when they could fail. Each result in the )] TJ ET
BT 34.016 568.623 Td /F1 11.2 Tf [(main body of the text is also accompanied by a complete proof. A preliminary chapter and three appendices are designed to keep the book mathematically )] TJ ET
BT 34.016 554.887 Td /F1 11.2 Tf [(self-contained.)] TJ ET
BT 34.016 541.150 Td /F1 11.2 Tf [(Advances in Neural Networks – ISNN 2014)] TJ ET
BT 249.093 541.150 Td /F1 11.2 Tf [( Zhigang Zeng 2014-11-28 The volume LNCS 8866 constitutes the refereed proceedings of the 11th )] TJ ET
BT 34.016 527.414 Td /F1 11.2 Tf [(International Symposium on Neural Networks, ISNN 2014, held in Hong Kong and Macao, China on November/ December 2014. The 71 revised full )] TJ ET
BT 34.016 513.678 Td /F1 11.2 Tf [(papers presented were carefully reviewed and selected from 119 submissions. These papers cover all major topics of the theoretical research, empirical )] TJ ET
BT 34.016 499.942 Td /F1 11.2 Tf [(study and applications of neural networks research as follows. The focus is on following topics such as analysis, modeling, and applications.)] TJ ET
BT 34.016 486.205 Td /F1 11.2 Tf [(Numerical Analysis with Applications in Mechanics and Engineering)] TJ ET
BT 370.379 486.205 Td /F1 11.2 Tf [( Petre Teodorescu 2013-06-04 A much-needed guide on how to use numerical )] TJ ET
BT 34.016 472.469 Td /F1 11.2 Tf [(methods to solve practical engineering problems Bridging the gap between mathematics and engineering, Numerical Analysis with Applications in )] TJ ET
BT 34.016 458.733 Td /F1 11.2 Tf [(Mechanics and Engineering arms readers with powerful tools for solving real-world problems in mechanics, physics, and civil and mechanical engineering. )] TJ ET
BT 34.016 444.997 Td /F1 11.2 Tf [(Unlike most books on numerical analysis, this outstanding work links theory and application, explains the mathematics in simple engineering terms, and )] TJ ET
BT 34.016 431.260 Td /F1 11.2 Tf [(clearly demonstrates how to use numerical methods to obtain solutions and interpret results. Each chapter is devoted to a unique analytical methodology, )] TJ ET
BT 34.016 417.524 Td /F1 11.2 Tf [(including a detailed theoretical presentation and emphasis on practical computation. Ample numerical examples and applications round out the discussion, )] TJ ET
BT 34.016 403.788 Td /F1 11.2 Tf [(illustrating how to work out specific problems of mechanics, physics, or engineering. Readers will learn the core purpose of each technique, develop hands-)] TJ ET
BT 34.016 390.052 Td /F1 11.2 Tf [(on problem-solving skills, and get a complete picture of the studied phenomenon. Coverage includes: How to deal with errors in numerical analysis )] TJ ET
BT 34.016 376.315 Td /F1 11.2 Tf [(Approaches for solving problems in linear and nonlinear systems Methods of interpolation and approximation of functions Formulas and calculations for )] TJ ET
BT 34.016 362.579 Td /F1 11.2 Tf [(numerical differentiation and integration Integration of ordinary and partial differential equations Optimization methods and solutions for programming )] TJ ET
BT 34.016 348.843 Td /F1 11.2 Tf [(problems Numerical Analysis with Applications in Mechanics and Engineering is a one-of-a-kind guide for engineers using mathematical models and )] TJ ET
BT 34.016 335.107 Td /F1 11.2 Tf [(methods, as well as for physicists and mathematicians interested in engineering problems.)] TJ ET
BT 34.016 321.370 Td /F1 11.2 Tf [(Encyclopedia of Business Analytics and Optimization)] TJ ET
BT 297.873 321.370 Td /F1 11.2 Tf [( Wang, John 2014-02-28 As the age of Big Data emerges, it becomes necessary to take the five )] TJ ET
BT 34.016 307.634 Td /F1 11.2 Tf [(dimensions of Big Data- volume, variety, velocity, volatility, and veracity- and focus these dimensions towards one critical emphasis - value. The )] TJ ET
BT 34.016 293.898 Td /F1 11.2 Tf [(Encyclopedia of Business Analytics and Optimization confronts the challenges of information retrieval in the age of Big Data by exploring recent advances )] TJ ET
BT 34.016 280.162 Td /F1 11.2 Tf [(in the areas of knowledge management, data visualization, interdisciplinary communication, and others. Through its critical approach and practical )] TJ ET
BT 34.016 266.425 Td /F1 11.2 Tf [(application, this book will be a must-have reference for any professional, leader, analyst, or manager interested in making the most of the knowledge )] TJ ET
BT 34.016 252.689 Td /F1 11.2 Tf [(resources at their disposal.)] TJ ET
BT 34.016 238.953 Td /F1 11.2 Tf [(Computational Statistics)] TJ ET
BT 154.683 238.953 Td /F1 11.2 Tf [( 2010-04-29 Computational inference is based on an approach to statistical methods that uses modern computational power to )] TJ ET
BT 34.016 225.217 Td /F1 11.2 Tf [(simulate distributional properties of estimators and test statistics. This book describes computationally intensive statistical methods in a unified )] TJ ET
BT 34.016 211.480 Td /F1 11.2 Tf [(presentation, emphasizing techniques, such as the PDF decomposition, that arise in a wide range of methods.)] TJ ET
BT 34.016 197.744 Td /F1 11.2 Tf [(Computational Science – ICCS 2020)] TJ ET
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BT 217.222 197.744 Td /F1 11.2 Tf [( Valeria V. Krzhizhanovskaya 2020-06-19 The seven-volume set LNCS 12137, 12138, 12139, 12140, 12141, 12142, )] TJ ET
BT 34.016 184.008 Td /F1 11.2 Tf [(and 12143 constitutes the proceedings of the 20th International Conference on Computational Science, ICCS 2020, held in Amsterdam, The Netherlands, )] TJ ET
BT 34.016 170.272 Td /F1 11.2 Tf [(in June 2020.* The total of 101 papers and 248 workshop papers presented in this book set were carefully reviewed and selected from 719 submissions )] TJ ET
BT 34.016 156.535 Td /F1 11.2 Tf [(\(230 submissions to the main track and 489 submissions to the workshops\). The papers were organized in topical sections named: Part I: ICCS Main )] TJ ET
BT 34.016 142.799 Td /F1 11.2 Tf [(Track Part II: ICCS Main Track Part III: Advances in High-Performance Computational Earth Sciences: Applications and Frameworks; Agent-Based )] TJ ET
BT 34.016 129.063 Td /F1 11.2 Tf [(Simulations, Adaptive Algorithms and Solvers; Applications of Computational Methods in Artificial Intelligence and Machine Learning; Biomedical and )] TJ ET
BT 34.016 115.327 Td /F1 11.2 Tf [(Bioinformatics Challenges for Computer Science Part IV: Classifier Learning from Difficult Data; Complex Social Systems through the Lens of )] TJ ET
BT 34.016 101.590 Td /F1 11.2 Tf [(Computational Science; Computational Health; Computational Methods for Emerging Problems in \(Dis-\)Information Analysis Part V: Computational )] TJ ET
BT 34.016 87.854 Td /F1 11.2 Tf [(Optimization, Modelling and Simulation; Computational Science in IoT and Smart Systems; Computer Graphics, Image Processing and Artificial )] TJ ET
BT 34.016 74.118 Td /F1 11.2 Tf [(Intelligence Part VI: Data Driven Computational Sciences; Machine Learning and Data Assimilation for Dynamical Systems; Meshfree Methods in )] TJ ET
BT 34.016 60.382 Td /F1 11.2 Tf [(Computational Sciences; Multiscale Modelling and Simulation; Quantum Computing Workshop Part VII: Simulations of Flow and Transport: Modeling, )] TJ ET
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BT 34.016 1145.545 Td /F1 11.2 Tf [(Algorithms and Computation; Smart Systems: Bringing Together Computer Vision, Sensor Networks and Machine Learning; Software Engineering for )] TJ ET
BT 34.016 1131.809 Td /F1 11.2 Tf [(Computational Science; Solving Problems with Uncertainties; Teaching Computational Science; UNcErtainty QUantIficatiOn for ComputationAl modeLs )] TJ ET
BT 34.016 1118.073 Td /F1 11.2 Tf [(*The conference was canceled due to the COVID-19 pandemic. Chapter ‘APE: A Command-Line Tool and API for Automated Workflow Composition’ is )] TJ ET
BT 34.016 1104.337 Td /F1 11.2 Tf [(available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.)] TJ ET
BT 34.016 1090.600 Td /F1 11.2 Tf [(Linear and Nonlinear Programming)] TJ ET
BT 209.077 1090.600 Td /F1 11.2 Tf [( Stephen G. Nash 1996 This text presents linear and nonlinear programming in an integrated setting and serves as a )] TJ ET
BT 34.016 1076.864 Td /F1 11.2 Tf [(complete and unified introduction to applications, theory, and algorithms.)] TJ ET
BT 34.016 1063.128 Td /F1 11.2 Tf [(Numerical Linear Algebra and Applications, Second Edition)] TJ ET
BT 328.518 1063.128 Td /F1 11.2 Tf [( Biswa Nath Datta 2010-02-04 An undergraduate textbook that highlights motivating )] TJ ET
BT 34.016 1049.392 Td /F1 11.2 Tf [(applications and contains summary sections, examples, exercises, online MATLAB codes and a MATLAB toolkit. All the major topics of computational )] TJ ET
BT 34.016 1035.655 Td /F1 11.2 Tf [(linear algebra are covered, from basic concepts to advanced topics such as the quadratic eigenvalue problem in later chapters.)] TJ ET
BT 34.016 1021.919 Td /F1 11.2 Tf [(Scalable Algorithms for Contact Problems)] TJ ET
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BT 242.208 1021.919 Td /F1 11.2 Tf [( Zden?k Dostál 2017-01-25 This book presents a comprehensive and self-contained treatment of the authors’ )] TJ ET
BT 34.016 1008.183 Td /F1 11.2 Tf [(newly developed scalable algorithms for the solutions of multibody contact problems of linear elasticity. The brand new feature of these algorithms is )] TJ ET
BT 34.016 994.447 Td /F1 11.2 Tf [(theoretically supported numerical scalability and parallel scalability demonstrated on problems discretized by billions of degrees of freedom. The theory )] TJ ET
BT 34.016 980.710 Td /F1 11.2 Tf [(supports solving multibody frictionless contact problems, contact problems with possibly orthotropic Tresca’s friction, and transient contact problems. It )] TJ ET
BT 34.016 966.974 Td /F1 11.2 Tf [(covers BEM discretization, jumping coefficients, floating bodies, mortar non-penetration conditions, etc. The exposition is divided into four parts, the first of )] TJ ET
BT 34.016 953.238 Td /F1 11.2 Tf [(which reviews appropriate facets of linear algebra, optimization, and analysis. The most important algorithms and optimality results are presented in the )] TJ ET
BT 34.016 939.502 Td /F1 11.2 Tf [(third part of the volume. The presentation is complete, including continuous formulation, discretization, decomposition, optimality results, and numerical )] TJ ET
BT 34.016 925.765 Td /F1 11.2 Tf [(experiments. The final part includes extensions to contact shape optimization, plasticity, and HPC implementation. Graduate students and researchers in )] TJ ET
BT 34.016 912.029 Td /F1 11.2 Tf [(mechanical engineering, computational engineering, and applied mathematics, will find this book of great value and interest.)] TJ ET
BT 34.016 898.293 Td /F1 11.2 Tf [(Lower Previsions)] TJ ET
BT 119.662 898.293 Td /F1 11.2 Tf [( Matthias C. M. Troffaes 2014-04-09 This book has two main purposes. On the one hand, it provides a concise and systematic )] TJ ET
BT 34.016 884.557 Td /F1 11.2 Tf [(development of the theory of lower previsions, based on the concept of acceptability, in spirit of the work of Williams and Walley. On the other hand, it also )] TJ ET
BT 34.016 870.820 Td /F1 11.2 Tf [(extends this theory to deal with unbounded quantities, which abound in practical applications. Following Williams, we start out with sets of acceptable )] TJ ET
BT 34.016 857.084 Td /F1 11.2 Tf [(gambles. From those, we derive rationality criteria---avoiding sure loss and coherence---and inference methods---natural extension---for \(unconditional\) )] TJ ET
BT 34.016 843.348 Td /F1 11.2 Tf [(lower previsions. We then proceed to study various aspects of the resulting theory, including the concept of expectation \(linear previsions\), limits, vacuous )] TJ ET
BT 34.016 829.612 Td /F1 11.2 Tf [(models, classical propositional logic, lower oscillations, and monotone convergence. We discuss n-monotonicity for lower previsions, and relate lower )] TJ ET
BT 34.016 815.875 Td /F1 11.2 Tf [(previsions with Choquet integration, belief functions, random sets, possibility measures, various integrals, symmetry, and representation theorems based )] TJ ET
BT 34.016 802.139 Td /F1 11.2 Tf [(on the Bishop-De Leeuw theorem. Next, we extend the framework of sets of acceptable gambles to consider also unbounded quantities. As before, we )] TJ ET
BT 34.016 788.403 Td /F1 11.2 Tf [(again derive rationality criteria and inference methods for lower previsions, this time also allowing for conditioning. We apply this theory to construct )] TJ ET
BT 34.016 774.667 Td /F1 11.2 Tf [(extensions of lower previsions from bounded random quantities to a larger set of random quantities, based on ideas borrowed from the theory of Dunford )] TJ ET
BT 34.016 760.930 Td /F1 11.2 Tf [(integration. A first step is to extend a lower prevision to random quantities that are bounded on the complement of a null set \(essentially bounded random )] TJ ET
BT 34.016 747.194 Td /F1 11.2 Tf [(quantities\). This extension is achieved by a natural extension procedure that can be motivated by a rationality axiom stating that adding null random )] TJ ET
BT 34.016 733.458 Td /F1 11.2 Tf [(quantities does not affect acceptability. In a further step, we approximate unbounded random quantities by a sequences of bounded ones, and, in essence, )] TJ ET
BT 34.016 719.722 Td /F1 11.2 Tf [(we identify those for which the induced lower prevision limit does not depend on the details of the approximation. We call those random quantities )] TJ ET
BT 34.016 705.985 Td /F1 11.2 Tf [('previsible'. We study previsibility by cut sequences, and arrive at a simple sufficient condition. For the 2-monotone case, we establish a Choquet integral )] TJ ET
BT 34.016 692.249 Td /F1 11.2 Tf [(representation for the extension. For the general case, we prove that the extension can always be written as an envelope of Dunford integrals. We end )] TJ ET
BT 34.016 678.513 Td /F1 11.2 Tf [(with some examples of the theory.)] TJ ET
BT 34.016 664.777 Td /F1 11.2 Tf [(Linear and Nonlinear Programming with Maple)] TJ ET
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BT 265.968 664.777 Td /F1 11.2 Tf [( Paul E. Fishback 2009-12-09 Helps Students Understand Mathematical Programming Principles and Solve )] TJ ET
BT 34.016 651.040 Td /F1 11.2 Tf [(Real-World Applications Supplies enough mathematical rigor yet accessible enough for undergraduates Integrating a hands-on learning approach, a )] TJ ET
BT 34.016 637.304 Td /F1 11.2 Tf [(strong linear algebra focus, MapleTM software, and real-world applications, Linear and Nonlinear Programming with MapleTM: An Interactive, Applications-)] TJ ET
BT 34.016 623.568 Td /F1 11.2 Tf [(Based Approach introduces undergraduate students to the mathematical concepts and principles underlying linear and nonlinear programming. This text )] TJ ET
BT 34.016 609.832 Td /F1 11.2 Tf [(fills the gap between management science books lacking mathematical detail and rigor and graduate-level books on mathematical programming. Essential )] TJ ET
BT 34.016 596.095 Td /F1 11.2 Tf [(linear algebra tools Throughout the text, topics from a first linear algebra course, such as the invertible matrix theorem, linear independence, transpose )] TJ ET
BT 34.016 582.359 Td /F1 11.2 Tf [(properties, and eigenvalues, play a prominent role in the discussion. The book emphasizes partitioned matrices and uses them to describe the simplex )] TJ ET
BT 34.016 568.623 Td /F1 11.2 Tf [(algorithm in terms of matrix multiplication. This perspective leads to streamlined approaches for constructing the revised simplex method, developing )] TJ ET
BT 34.016 554.887 Td /F1 11.2 Tf [(duality theory, and approaching the process of sensitivity analysis. The book also discusses some intermediate linear algebra topics, including the spectral )] TJ ET
BT 34.016 541.150 Td /F1 11.2 Tf [(theorem and matrix norms. Maple enhances conceptual understanding and helps tackle problems Assuming no prior experience with Maple, the author )] TJ ET
BT 34.016 527.414 Td /F1 11.2 Tf [(provides a sufficient amount of instruction for students unfamiliar with the software. He also includes a summary of Maple commands as well as Maple )] TJ ET
BT 34.016 513.678 Td /F1 11.2 Tf [(worksheets in the text and online. By using Maple’s symbolic computing components, numeric capabilities, graphical versatility, and intuitive programming )] TJ ET
BT 34.016 499.942 Td /F1 11.2 Tf [(structures, students will acquire a deep conceptual understanding of major mathematical programming principles, along with the ability to solve moderately )] TJ ET
BT 34.016 486.205 Td /F1 11.2 Tf [(sized real-world applications. Hands-on activities that engage students Throughout the book, student understanding is evaluated through "waypoints" that )] TJ ET
BT 34.016 472.469 Td /F1 11.2 Tf [(involve basic computations or short questions. Some problems require paper-and-pencil calculations; others involve more lengthy calculations better suited )] TJ ET
BT 34.016 458.733 Td /F1 11.2 Tf [(for performing with Maple. Many sections contain exercises that are conceptual in nature and/or involve writing proofs. In addition, six substantial projects )] TJ ET
BT 34.016 444.997 Td /F1 11.2 Tf [(in one of the appendices enable students to solve challenging real-world problems.)] TJ ET
BT 34.016 431.260 Td /F1 11.2 Tf [(Optimization)] TJ ET
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34.016 429.404 m 96.532 429.404 l S
BT 96.532 431.260 Td /F1 11.2 Tf [( Rajesh Kumar Arora 2015-05-06 Choose the Correct Solution Method for Your Optimization ProblemOptimization: Algorithms and )] TJ ET
BT 34.016 417.524 Td /F1 11.2 Tf [(Applications presents a variety of solution techniques for optimization problems, emphasizing concepts rather than rigorous mathematical details and )] TJ ET
BT 34.016 403.788 Td /F1 11.2 Tf [(proofs. The book covers both gradient and stochastic methods as solution techniques for unconstrained and co)] TJ ET
BT 34.016 390.052 Td /F1 11.2 Tf [(Multi-Agent Systems)] TJ ET
BT 137.167 390.052 Td /F1 11.2 Tf [( Ariel Rosenfeld 2021-07-20 This book constitutes the revised post-conference proceedings of the 18th European Conference on )] TJ ET
BT 34.016 376.315 Td /F1 11.2 Tf [(Multi-Agent Systems, EUMAS 2021. The conference was held online in June, 2021. 16 full papers are presented in this volume, each of which carefully )] TJ ET
BT 34.016 362.579 Td /F1 11.2 Tf [(reviewed and selected from a total of 51 submissions. The papers report on both early and mature research and cover a wide range of topics in the field of )] TJ ET
BT 34.016 348.843 Td /F1 11.2 Tf [(multi-agent systems.)] TJ ET
BT 34.016 335.107 Td /F1 11.2 Tf [(Numerical Linear Algebra and Applications, Second Edition)] TJ ET
BT 328.518 335.107 Td /F1 11.2 Tf [( Biswa Nath Datta 2010 Full of features and applications, this acclaimed textbook for upper )] TJ ET
BT 34.016 321.370 Td /F1 11.2 Tf [(undergraduate level and graduate level students includes all the major topics of computational linear algebra, including solution of a system of linear )] TJ ET
BT 34.016 307.634 Td /F1 11.2 Tf [(equations, least-squares solutions of linear systems, computation of eigenvalues, eigenvectors, and singular value problems. Drawing from numerous )] TJ ET
BT 34.016 293.898 Td /F1 11.2 Tf [(disciplines of science and engineering, the author covers a variety of motivating applications. When a physical problem is posed, the scientific and )] TJ ET
BT 34.016 280.162 Td /F1 11.2 Tf [(engineering significance of the solution is clearly stated. Each chapter contains a summary of the important concepts developed in that chapter, )] TJ ET
BT 34.016 266.425 Td /F1 11.2 Tf [(suggestions for further reading, and numerous exercises, both theoretical and MATLAB and MATCOM based. The author also provides a list of key words )] TJ ET
BT 34.016 252.689 Td /F1 11.2 Tf [(for quick reference. The MATLAB toolkit available online, 'MATCOM', contains implementations of the major algorithms in the book and will enable )] TJ ET
BT 34.016 238.953 Td /F1 11.2 Tf [(students to study different algorithms for the same problem, comparing efficiency, stability, and accuracy.)] TJ ET
BT 34.016 225.217 Td /F1 11.2 Tf [(Process Dynamics and Control)] TJ ET
BT 188.433 225.217 Td /F1 11.2 Tf [( Dale E. Seborg 2017 This 3rd edition provides chemical engineers with process control techniques that are used in )] TJ ET
BT 34.016 211.480 Td /F1 11.2 Tf [(practice while offering detailed mathematical analysis. Numerous examples and simulations are used to illustrate key theoretical concepts. New exercises )] TJ ET
BT 34.016 197.744 Td /F1 11.2 Tf [(are integrated throughout several chapters to reinforce concepts.)] TJ ET
BT 34.016 184.008 Td /F1 11.2 Tf [(Anintroduction to Continuous Optimization / Second Edition)] TJ ET
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BT 329.159 184.008 Td /F1 11.2 Tf [( Niclas Andreasson 2013-10-01 Optimisation, or mathematical programming, is a fundamental )] TJ ET
BT 34.016 170.272 Td /F1 11.2 Tf [(subject within decision science and operations research, in which mathematical decision models are constructed, analysed, and solved. The books focus )] TJ ET
BT 34.016 156.535 Td /F1 11.2 Tf [(lies on providing a basis for the analysis of optimisation models and of candidate optimal solutions for continuous optimisation models. The main part of the )] TJ ET
BT 34.016 142.799 Td /F1 11.2 Tf [(mathematical material therefore concerns the analysis and linear algebra that underlie the workings of convexity and duality, and necessary/sufficient )] TJ ET
BT 34.016 129.063 Td /F1 11.2 Tf [(local/global optimality conditions for continuous optimisation problems. Natural algorithms are then developed from these optimality conditions, and their )] TJ ET
BT 34.016 115.327 Td /F1 11.2 Tf [(most important convergence characteristics are analysed. The book answers many more questions of the form Why? and Why not? than How?. We use )] TJ ET
BT 34.016 101.590 Td /F1 11.2 Tf [(only elementary mathematics in the development of the book, yet are rigorous throughout. The book provides lecture, exercise and reading material for a )] TJ ET
BT 34.016 87.854 Td /F1 11.2 Tf [(first course on continuous optimisation and mathematical programming, geared towards third-year students, and has already been used as such for nearly )] TJ ET
BT 34.016 74.118 Td /F1 11.2 Tf [(ten years. The preface to the second edition describes the main changes made since the first, 2005, edition. The book can be used in mathematical )] TJ ET
BT 34.016 60.382 Td /F1 11.2 Tf [(optimisation courses at any mathematics, engineering, economics, and business schools. It is a perfect starting book for anyone who wishes to develop )] TJ ET
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