The Theory of Evolution Strategies, Hans-Georg Beyer

Автор: Kramer
Название: Machine Learning for Evolution Strategies
ISBN: 331933381X ISBN-13(EAN): 9783319333816
Издательство: Springer
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Описание: This bookintroduces numerous algorithmic hybridizations between both worlds that showhow machine learning can improve and support evolution strategies. The set ofmethods comprises covariance matrix estimation, meta-modeling of fitness andconstraint functions, dimensionality reduction for search and visualization ofhigh-dimensional optimization processes, and clustering-based niching. Aftergiving an introduction to evolution strategies and machine learning, the bookbuilds the bridge between both worlds with an algorithmic and experimentalperspective. Experiments mostly employ a (1+1)-ES and are implemented in Pythonusing the machine learning library scikit-learn. The examples are conducted ontypical benchmark problems illustrating algorithmic concepts and theirexperimental behavior. The book closes with a discussion of related lines ofresearch.

Автор: Geist, Valerius
Название: Life strategies, human evolution, environmental design
ISBN: 1461263271 ISBN-13(EAN): 9781461263272
Издательство: Springer
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Цена: 15672.00 р.
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Описание: Resources are always defined by a given economic system, and only it determines what is and what is not a resource. Conservation of resources as we know them has nothing to do with the survival of mankind, but it has very much to do with the survival of the industrial system and society we live in today.

Автор: Thomas B?ck; Christophe Foussette; Peter Krause
Название: Contemporary Evolution Strategies
ISBN: 3662514087 ISBN-13(EAN): 9783662514085
Издательство: Springer
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Цена: 5589.00 р.
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Описание: This volume, which includes the author`s own software package, tracks the development of evolutionary computation since 1990, with detailed evaluations of key approaches, pseudocode representations of each algorithm, and industry-applicable BBOB benchmarking.

Автор: Nicholas V. Findler
Название: Contributions to a Computer-Based Theory of Strategies
ISBN: 3642757383 ISBN-13(EAN): 9783642757389
Издательство: Springer
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Цена: 15372.00 р.
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Описание: People use the word strategy in a variety of different contexts. Applications of the systems range over various aspects of air traffic control, automatic verification and validation of discrete-event simulation models, econometric model building, distributed planning systems for manufacturing, control of traffic lights, and others.

Автор: Marshall James A. R.
Название: Social Evolution and Inclusive Fitness Theory: An Introduction
ISBN: 0691161569 ISBN-13(EAN): 9780691161563
Издательство: Wiley
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Цена: 6653.00 р.
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Описание: Social behavior has long puzzled evolutionary biologists, since the classical theory of natural selection maintains that individuals should not sacrifice their own fitness to affect that of others. Social Evolution and Inclusive Fitness Theory argues that a theory first presented in 1963 by William D. Hamilton--inclusive fitness theory--provides th

Автор: Avery John Scales
Название: Information Theory And Evolution (2Nd Edition)
ISBN: 9814401226 ISBN-13(EAN): 9789814401227
Издательство: World Scientific Publishing
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Описание: Information Theory and Evolution discusses the phenomenon of life, including its origin and evolution (and also human cultural evolution), against the background of thermodynamics, statistical mechanics, and information theory. Among the central themes is the seeming contradiction between the second law of thermodynamics and the high degree of order and complexity produced by living systems. This paradox has its resolution in the information content of the Gibbs free energy that enters the biosphere from outside sources, as the author will show. The role of information in human cultural evolution is another focus of the book.The first edition of Information Theory and Evolution made a strong impact on thought in the field by bringing together results from many disciplines. The new second edition offers updated results based on reports of important new research in several areas, including exciting new studies of the human mitochondrial and Y-chromosomal DNA. Another extensive discussion featured in the second edition is contained in a new appendix devoted to the relationship of entropy and Gibbs free energy to economics. This appendix includes a review of the ideas of Alfred Lotka, Frederick Soddy, Nicholas Georgiescu-Roegen and Herman E. Daly, and discusses the relevance of these ideas to the current economic crisis.The new edition discusses current research on the origin of life, the distinction between thermodynamic information and cybernetic information, new DNA research and human prehistory, developments in current information technology, and the relationship between entropy and economics.

Автор: Aldo Fasolo
Название: The Theory of Evolution and Its Impact
ISBN: 8847055865 ISBN-13(EAN): 9788847055865
Издательство: Springer
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Описание: This assessment of the impact of Darwin`s theory on a range of scientific fields covers everything from the history of science to language and philosophy. Within the scope of this coverage, fundamental biological concepts such as genetics are elaborated.

Автор: R. DeSalle; G. Giribet; W. Wheeler
Название: Molecular Systematics and Evolution: Theory and Practice
ISBN: 3764365447 ISBN-13(EAN): 9783764365448
Издательство: Springer
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Цена: 22359.00 р.
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Описание: The present book is the ideal complement to the practitioner`s manual Techniques in Molecular Systematics and Evolution, recently published by the same editors in the Birkhauser MTBM book series.The first part of this book deals with important applications of evolutionary and systematic analysis at different taxonomic levels.