Ditemukan 65 dokumen yang sesuai dengan query
Bangert, Patrick
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This book presents these fields in interdependence as a conversation between theoretical aspects of mathematics and computer science and the mathematical field of optimization theory at a practical level. The 19 case studies that were conducted by the author in real enterprises in cooperation and co-authorship with some of the leading industrial enterprises, including RWE, Vattenfall, EDF, PetroChina, Vestolit, Sasol, and Hella, illustrate the results that may be reasonably expected from an optimization project in ...
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Berlin: [Springer, ], 2012
e20419973
eBooks Universitas Indonesia Library
Ekeland, Ivar
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No one working in duality should be without a copy of Convex Analysis and Variational Problems. This book contains different developments of infinite dimensional convex programming in the context of convex analysis, including duality, minmax and Lagrangians, and convexification of nonconvex optimization problems in the calculus of variations (infinite dimension). It also includes the theory of convex duality applied to partial differential equations; no other reference presents this in a systematic way. The minmax theorems ...
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Philadelphia : Society for Industrial and Applied Mathematics, 1999
e20442712
eBooks Universitas Indonesia Library
Bhaya, Amit
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Control Perspectives on Numerical Algorithms and Matrix Problems organizes the analysis and design of iterative numerical methods from a control perspective. The authors discuss a variety of applications, including iterative methods for linear and nonlinear systems of equations, neural networks for linear and quadratic programming problems, support vector machines, integration and shooting methods for ordinary differential equations, matrix preconditioning, matrix stability, and polynomial zero finding ...
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Philadelphia : Society for Industrial and Applied Mathematics, 2006
e20443034
eBooks Universitas Indonesia Library
Dennis, J.E.
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This book has become the standard for a complete, state-of-the-art description of the methods for unconstrained optimization and systems of nonlinear equations. Originally published in 1983, it provides information needed to understand both the theory and the practice of these methods and provides pseudocode for the problems. The algorithms covered are all based on Newton's method or "quasi-Newton" methods, and the heart of the book is the material on computational methods for multidimensional unconstrained optimization ...
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Philadelphia : Society for Industrial and Applied Mathematics, 1996
e20443158
eBooks Universitas Indonesia Library
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Linear matrix inequalities (LMIs) have recently emerged as useful tools for solving a number of control problems. This book provides an up-to-date account of the LMI method and covers topics such as recent LMI algorithms, analysis and synthesis issues, nonconvex problems, and applications. It also emphasizes applications of the method to areas other than control.
The basic idea of the LMI method in control is to approximate a given control problem via an optimization problem with ...
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Philadelphia: Society for Industrial and Applied Mathematics, 2000
e20447934
eBooks Universitas Indonesia Library
Rockafellar, R. Tyrrell
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Provides a relatively brief introduction to conjugate duality in both finite- and infinite-dimensional problems. An emphasis is placed on the fundamental importance of the concepts of Lagrangian function, saddle-point, and saddle-value. General examples are drawn from nonlinear programming, approximation, stochastic programming, the calculus of variations, and optimal control ...
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Philadelphia: Society for Industrial and Applied Mathematics, 1974
e20448465
eBooks Universitas Indonesia Library
Pelta, David Alejandro, editor
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NICSO 2011 has offered an inspiring environment for debating the state of the art ideas and techniques in nature inspired cooperative strategies and a comprehensive image on recent applications of these ideas and techniques.
The topics covered by this volume include swarm intelligence (such as ant and bee colony optimization), genetic algorithms, multiagent systems, coevolution and cooperation strategies, adversarial models, synergic building blocks, complex networks, social impact models, evolutionary design, self organized criticality, evolving systems, cellular ...
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Berlin: Springer, 2011
e20398569
eBooks Universitas Indonesia Library
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This book constitutes the refereed proceedings of the IFIP WG 8.4, 8.9, TC 5 International Cross Domain Conference and Workshop on Availability, Reliability and Security, CD-ARES 2012, held in Prague, Czech Republic, in August 2012. The 50 revised papers presented were carefully reviewed and selected for inclusion in the volume. The papers concentrate on the many aspects of information systems bridging the gap between research results in computer science and the many application fields. They ...
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Heidelberg: Springer-Verlag, 2012
e20410057
eBooks Universitas Indonesia Library
Conn, Andrew R.
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This book is the first contemporary comprehensive treatment of optimization without derivatives, and it covers most of the relevant classes of algorithms from direct-search to model-based approaches. Readily accessible to readers with a modest background in computational mathematics, Introduction to Derivative-Free Optimization contains:
1. a comprehensive description of the sampling and modeling tools needed for derivative-free optimization that allow the reader to better understand the convergent properties of the algorithms and identify their differences and similarities;
2.analysis ...
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Philadelphia: Society for Industrial and Applied Mathematics, 2009
e20450936
eBooks Universitas Indonesia Library
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This book provides the basic theory of complex networks with several new mathematical approaches and optimization techniques to design and analyze dynamic complex networks. A wide range of applications and optimization problems derived from research areas such as cellular and molecular chemistry, operations research, brain physiology, epidemiology, and ecology ...
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New York: Springer, 2012
e20410840
eBooks Universitas Indonesia Library
