Analyzing Evolutionary Algorithms, Jansen

Автор: Thomas St?tzle; Mauro Birattari; Holger H. Hoos
Название: Engineering Stochastic Local Search Algorithms. Designing, Implementing and Analyzing Effective Heuristics
ISBN: 3540744452 ISBN-13(EAN): 9783540744450
Издательство: Springer
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Цена: 60550.00 T
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Описание: Constitutes the refereed proceedings of the International Workshop on Engineering Stochastic Local Search Algorithms 2007, held in Brussels, Belgium, September 6-8, 2007. This work covers topics including Methodological developments, behavior of SLS algorithms, search space analysis, algorithm performance, tuning procedures and AI/OR techniques.

Автор: Weibull, Jorgen W.
Название: Evolutionary Game Theory
ISBN: 0262731215 ISBN-13(EAN): 9780262731218
Издательство: Wiley
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Цена: 40130.00 T
Наличие на складе: Невозможна поставка.
Описание: This text introduces current evolutionary game theory where ideas from evolutionary biology and rationalistic economics meet - emphasizing the links between static and dynamic approaches and non-cooperative game theory. Much of the text is devoted to the key concepts of evolutionary stability and replicator dynamics. The former highlights the role of mutations and the latter the mechanisms of selection.

Moreover, set-valued static and dynamic stability concepts, as well as processes of social evolution, are discussed. Separate background chapters are devoted to non-cooperative game theory and the theory of ordinary differential equations. There are examples throughout as well as individual chapter summaries.

Because evolutionary game theory is a fast-moving field that is itself branching out and rapidly evolving, the author has focused on clarifying and explaining core elements of the theory in an up-to-date, comprehensive and self-contained treatment. The result is a text for second-year graduate students in economic theory, other social sciences and evolutionary biology. The book should also serve as an introduction for those embarking on research in this area as well as a reference for those already familiar with the field.

Jorgen Weibull provides an overview of the developments that have taken place in this branch of game theory, discusses the mathematical tools needed to understand the area, describes both the motivation and intuition for the concepts involved and explains why and how it is relevant to economics.

Автор: Asmussen
Название: Stochastic Simulation: Algorithms and Analysis
ISBN: 038730679X ISBN-13(EAN): 9780387306797
Издательство: Springer
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Цена: 46540.00 T
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Описание: Sampling-based computational methods have become a fundamental part of the numerical toolset of practitioners and researchers across an enormous number of different applied domains and academic disciplines. This book provides a broad treatment of such sampling-based methods , as well as accompanying mathematical analysis of the convergence properties of the methods discussed . The reach of the ideas is illustrated by discussing a wide range of applications and the models that have found wide usage. The first  half of the book focusses on general methods, whereas the second half discusses model-specific algorithms. Given the wide range of  examples, exercises and applications students, practitioners and researchers in  probability, statistics, operations research, economics, finance, engineering  as well as biology and chemistry and physics will find the book of value.  Soren Asmussen is Professor of Applied Probability at Aarhus University, Denmark and Peter Glynn is Thomas Ford Professor of  Engineering at Stanford University. 

Автор: Jano van Hemert; Carlos Cotta
Название: Evolutionary Computation in Combinatorial Optimization
ISBN: 3540786031 ISBN-13(EAN): 9783540786030
Издательство: Springer
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Цена: 65210.00 T
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Описание: 8th European Conference EvoCOP 2008 Naples Italy March 26-28 2008 Proceedings.