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Differential Evolution: From Theory to Practice, Kumar B. Vinoth, Oliva Diego, Suganthan P. N.


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Автор: Kumar B. Vinoth, Oliva Diego, Suganthan P. N.
Название:  Differential Evolution: From Theory to Practice
ISBN: 9789811680816
Издательство: Springer
Классификация:


ISBN-10: 9811680817
Обложка/Формат: Hardcover
Страницы: 396
Вес: 0.73 кг.
Дата издания: 26.02.2022
Серия: Studies in computational intelligence
Язык: English
Издание: 1st ed. 2022
Иллюстрации: 60 tables, color; 89 illustrations, color; 27 illustrations, black and white; xiv, 381 p. 116 illus., 89 illus. in color.
Размер: 23.39 x 15.60 x 2.24 cm
Читательская аудитория: Professional & vocational
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book addresses and disseminates state-of-the-art research and development of differential evolution (DE) and its recent advances, such as the development of adaptive, self-adaptive and hybrid techniques. Differential evolution is a population-based meta-heuristic technique for global optimization capable of handling non-differentiable, non-linear and multi-modal objective functions. Many advances have been made recently in differential evolution, from theory to applications. This book comprises contributions which include theoretical developments in DE, performance comparisons of DE, hybrid DE approaches, parallel and distributed DE for multi-objective optimization, software implementations, and real-world applications. The book is useful for researchers, practitioners, and students in disciplines such as optimization, heuristics, operations research and natural computing.
Дополнительное описание: Analysis of Structural Bias in Differential Evolution Configurations.- Spherical Model of Population Dynamics in Differential Evolution.- Reinforcement Learning-based Differential Evolution for Global Optimization.- Analytical Study on the Role of Scale F



Numerical Models for Differential Problems

Автор: Alfio Quarteroni
Название: Numerical Models for Differential Problems
ISBN: 3319493159 ISBN-13(EAN): 9783319493152
Издательство: Springer
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Цена: 10976.00 р.
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Описание: This book introduces the basic concepts for the numerical modelling of partial differential equations. It details algorithmic and computer implementation aspects and provides a number of easy-to-use programs.

Differential Privacy and Applications

Автор: Tianqing Zhu; Gang Li; Wanlei Zhou; Philip S. Yu
Название: Differential Privacy and Applications
ISBN: 3319620029 ISBN-13(EAN): 9783319620022
Издательство: Springer
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Цена: 18294.00 р.
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Описание: It provides an approachable strategy for researchers and engineers to implement differential privacy in real world applications.Early chapters are focused on two major directions, differentially private data publishing and differentially private data analysis.

Analysis with Mathematica®: Volume 1: Single Variable Calculus

Автор: Galina Filipuk, Andrzej Kozlowski
Название: Analysis with Mathematica®: Volume 1: Single Variable Calculus
ISBN: 3110590131 ISBN-13(EAN): 9783110590135
Издательство: Walter de Gruyter
Цена: 11148.00 р.
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Описание: A computer algebra system such as Mathematica is able to do much more than just numerics: This text shows how to tackle real mathematical problems from basic analysis. The reader learns how Mathematica represents domains, qualifiers and limits to implement actual proofs – a requirement to unlock the huge potential of Mathematica for a variety of applications.

Origins of the Modern Mind: Three Stages in the Evolution of Culture and Cognition

Автор: Donald Merlin
Название: Origins of the Modern Mind: Three Stages in the Evolution of Culture and Cognition
ISBN: 0674644840 ISBN-13(EAN): 9780674644847
Издательство: Wiley
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Цена: 5219.00 р.
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Описание: This bold and brilliant book asks the ultimate question of the life sciences: How did the human mind acquire its incomparable power? In seeking the answer, Donald traces the evolution of human culture and cognition from primitive apes to A.I., presenting an enterprising and original theory of how the human mind evolved from its presymbolic form.

Differential Evolution in Electromagnetics

Автор: Anyong Qing; Ching Kwang Lee
Название: Differential Evolution in Electromagnetics
ISBN: 3662519208 ISBN-13(EAN): 9783662519202
Издательство: Springer
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Цена: 15957.00 р.
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Описание: Differential evolution is a simple, yet very powerful, stochastic global optimizer. This book focuses on applications of differential evolution in electromagnetics, showcasing its effectiveness in solving synthesis and design problems in electromagnetics.

Adaptive Differential Evolution

Автор: Jingqiao Zhang; Arthur C. Sanderson
Название: Adaptive Differential Evolution
ISBN: 3642260217 ISBN-13(EAN): 9783642260216
Издательство: Springer
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Цена: 12196.00 р.
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Описание: The fundamental theme of this book is theoretical study of differential evolution and algorithmic analysis of parameter adaptive schemes. The book offers real-world insights into a variety of large-scale complex industrial applications.

Differential Evolution

Автор: Vitaliy Feoktistov
Название: Differential Evolution
ISBN: 1441942343 ISBN-13(EAN): 9781441942340
Издательство: Springer
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Цена: 7678.00 р.
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Описание: Individuals and enterprises are looking for optimal solutions for the problems they face. It offers comprehensive coverage on Differential Evolution, presenting revolutionary ideas in population-based optimization and shows the best known metaheuristics through the prism of Differential Evolution.

Differential Evolution Algorithm with Type-2 Fuzzy Logic for Dynamic Parameter Adaptation with Application to Intelligent Control

Автор: Castillo Oscar, Ochoa Patricia, Soria Jose
Название: Differential Evolution Algorithm with Type-2 Fuzzy Logic for Dynamic Parameter Adaptation with Application to Intelligent Control
ISBN: 3030621324 ISBN-13(EAN): 9783030621322
Издательство: Springer
Цена: 6097.00 р.
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Описание: This book focuses on the fields of fuzzy logic, bio-inspired algorithm, especially the differential evolution algorithm and also considering the fuzzy control area.

Differential Evolution in Electromagnetics

Автор: Anyong Qing; Ching Kwang Lee
Название: Differential Evolution in Electromagnetics
ISBN: 3642128688 ISBN-13(EAN): 9783642128684
Издательство: Springer
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Цена: 18237.00 р.
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Advances in Differential Evolution

Автор: Uday K. Chakraborty
Название: Advances in Differential Evolution
ISBN: 3642088392 ISBN-13(EAN): 9783642088391
Издательство: Springer
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Цена: 20733.00 р.
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Описание: Differential evolution is arguably one of the hottest topics in today`s computational intelligence research. This book seeks to present a comprehensive study of the state-of-the-art in this technology and also directions for future research.


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