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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: 83850.00 T
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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.

Ordinary Differential Equations with Applications to Trajectories and Vibrations, Six-Volume Set

Автор: Luis Manuel Braga da Costa Campos
Название: Ordinary Differential Equations with Applications to Trajectories and Vibrations, Six-Volume Set
ISBN: 0367137178 ISBN-13(EAN): 9780367137175
Издательство: Taylor&Francis
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Цена: 484880.00 T
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Описание: This six-volume set covers linear differential equations (diff eq) and oscillators, nonlinear diff eq and dynamical systems, higher- order diff eq and elasticity, simultaneous systems of diff eq and multidimensional oscillators, singular diff eq and special functions,and classification and examples of diff eq and their applications.

Differential Evolution: A Handbook for Global Permutation-Based Combinatorial Optimization

Автор: Godfrey C. Onwubolu; Donald Davendra
Название: Differential Evolution: A Handbook for Global Permutation-Based Combinatorial Optimization
ISBN: 3662518929 ISBN-13(EAN): 9783662518922
Издательство: Springer
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Цена: 158380.00 T
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Описание: This book, the first devoted entirely to the subject, presents in detail the various permutative-based combinatorial differential evolution formulations by their initiators in an easy-to-follow manner through numerous illustrations and computer code.

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: 121890.00 T
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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: 93160.00 T
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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: 58650.00 T
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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.

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: 158380.00 T
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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.

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: 34790.00 T
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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 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: 46570.00 T
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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 Privacy: From Theory to Practice

Автор: Ninghui Li, Min Lyu, Dong Su, Weining Yang
Название: Differential Privacy: From Theory to Practice
ISBN: 1681732211 ISBN-13(EAN): 9781681732213
Издательство: Mare Nostrum (Eurospan)
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Цена: 72070.00 T
Наличие на складе: Невозможна поставка.
Описание: Over the last decade, differential privacy (DP) has emerged as the de facto standard privacy notion for research in privacy-preserving data analysis and publishing. The DP notion offers strong privacy guarantee and has been applied to many data analysis tasks.This Synthesis Lecture is the first of two volumes on differential privacy. This lecture differs from the existing books and surveys on differential privacy in that we take an approach balancing theory and practice. We focus on empirical accuracy performances of algorithms rather than asymptotic accuracy guarantees. At the same time, we try to explain why these algorithms have those empirical accuracy performances. We also take a balanced approach regarding the semantic meanings of differential privacy, explaining both its strong guarantees and its limitations.We start by inspecting the definition and basic properties of DP, and the main primitives for achieving DP. Then, we give a detailed discussion on the the semantic privacy guarantee provided by DP and the caveats when applying DP. Next, we review the state of the art mechanisms for publishing histograms for low-dimensional datasets, mechanisms for conducting machine learning tasks such as classification, regression, and clustering, and mechanisms for publishing information to answer marginal queries for high-dimensional datasets. Finally, we explain the sparse vector technique, including the many errors that have been made in the literature using it.The planned Volume 2 will cover usage of DP in other settings, including high-dimensional datasets, graph datasets, local setting, location privacy, and so on. We will also discuss various relaxations of DP.

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: 139750.00 T
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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: 74320.00 T
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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.


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