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Evolutionary Algorithms and Chaotic Systems, Ivan Zelinka; Sergej Celikovsk?; Hendrik Richter;



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Автор: Ivan Zelinka; Sergej Celikovsk?; Hendrik Richter;
Название:  Evolutionary Algorithms and Chaotic Systems
ISBN: 9783642262555
Издательство: Springer
Классификация:
ISBN-10: 3642262554
Обложка/Формат: Paperback
Страницы: 560
Вес: 0.831 кг.
Дата издания: 2010
Серия: Studies in Computational Intelligence
Язык: English
Издание: Previously published
Иллюстрации: 600 black & white illustrations, biography
Размер: 229 x 155 x 31
Читательская аудитория: Professional & vocational
Ссылка на Издательство: Link
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Поставляется из: Германии



Evolutionary Algorithms for Embedded System Design

Автор: Drechsler Rolf, Drechsler Nicole
Название: Evolutionary Algorithms for Embedded System Design
ISBN: 1402072767 ISBN-13(EAN): 9781402072765
Издательство: Springer
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Цена: 19634 р.
Наличие на складе: Поставка под заказ.

Описание: Evolutionary Algorithms for Embedded System Design describes how Evolutionary Algorithm (EA) concepts can be applied to circuit and system design - an area where time-to-market demands are critical. EAs create an interesting alternative to other approaches since they can be scaled with the problem size and can be easily run on parallel computer systems. This book presents several successful EA techniques and shows how they can be applied at different levels of the design process. Starting on a high-level abstraction, where software components are dominant, several optimization steps are demonstrated, including DSP code optimization and test generation. Throughout the book, EAs are tested on real-world applications and on large problem instances. For each application the main criteria for the successful application in the corresponding domain are discussed. In addition, contributions from leading international researchers provide the reader with a variety of perspectives, including a special focus on the combination of EAs with problem specific heuristics.Evolutionary Algorithms for Embedded System Design is an excellent reference for both practitioners working in the area of circuit and system design and for researchers in the field of evolutionary concepts.

Exploitation of Linkage Learning in Evolutionary Algorithms

Автор: Ying-ping Chen
Название: Exploitation of Linkage Learning in Evolutionary Algorithms
ISBN: 3642128335 ISBN-13(EAN): 9783642128332
Издательство: Springer
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Цена: 19634 р.
Наличие на складе: Поставка под заказ.

Описание: The exploitation of linkage learning is enhancing the performance of evolutionary algorithms. This monograph examines recent progress in linkage learning, with a series of focused technical chapters that cover developments and trends in the field.

Evolutionary Algorithms

Автор: Spears
Название: Evolutionary Algorithms
ISBN: 3540669507 ISBN-13(EAN): 9783540669500
Издательство: Springer
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Цена: 16169 р.
Наличие на складе: Поставка под заказ.

Описание: Despite decades of work in evolutionary algorithms, there remains a lot of uncertainty as to when it is beneficial or detrimental to use recombination or mutation. This book provides a characterization of the roles that recombination and mutation play in evolutionary algorithms. It integrates prior theoretical work and introduces new theoretical techniques for studying evolutionary algorithms.

An aggregation algorithm for Markov chains is introduced which is useful for studying not only evolutionary algorithms specifically, but also complex systems in general. Practical consequences of the theory are explored and a novel method for comparing search and optimization algorithms is introduced. A focus on discrete rather than real-valued representations allows the book to bridge multiple communities, including evolutionary biologists and population geneticists.

Evolutionary Algorithms and Chaotic Systems

Автор: Ivan Zelinka; Sergej Celikovsk?; Hendrik Richter;
Название: Evolutionary Algorithms and Chaotic Systems
ISBN: 3642107060 ISBN-13(EAN): 9783642107061
Издательство: Springer
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Цена: 27605 р.
Наличие на складе: Поставка под заказ.

Описание: This book discusses the mutual intersection of two fields of research: evolutionary computation, which can handle tasks such as control of various chaotic systems, and deterministic chaos, which is investigated as a behavioral part of evolutionary algorithms.

Analysis and Simulation of Chaotic Systems

Автор: Hoppensteadt
Название: Analysis and Simulation of Chaotic Systems
ISBN: 0387989439 ISBN-13(EAN): 9780387989433
Издательство: Springer
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Цена: 8888 р.
Наличие на складе: Поставка под заказ.

Описание: Beginning with realistic mathematical or verbal models of physical or biological phenomena, the author derives tractable mathematical models that are amenable to further mathematical analysis or to elucidating computer simulations. For the most part, derivations are based on perturbation methods. Because of this, the majority of the text is devoted to careful derivations of implicit function theorems, the method of averaging, and quasi-static state approximation methods.

The duality between stability and perturbation is developed and used, relying heavily on the concept of stability under persistent disturbances. This explains why stability results developed for quite simple problems are often useful for more complicated, even chaotic, ones. Relevant topics about linear systems, nonlinear oscillations, and stability methods for difference, differential-delay, integro- differential and ordinary and partial differential equations are developed throughout the book.

For the second edition, the author has restructured the chapters, placing special emphasis on introductory materials in Chapters 1 and 2 as distinct from presentation materials in Chapters 3 through 8. In addition, more material on bifurcations from the point of view of canonical models, sections on randomly perturbed systems, and several new computer simulations have been added.

Evolutionary Algorithms for Mobile Ad hoc Networks

Автор: Bouvry
Название: Evolutionary Algorithms for Mobile Ad hoc Networks
ISBN: 1118341139 ISBN-13(EAN): 9781118341131
Издательство: Wiley
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Цена: 11956 р.
Наличие на складе: Нет в наличии.

Описание: Describes how evolutionary algorithms (EAs) can be used to identify, model, and minimize day–to–day problems that arise for researchers in optimization and mobile networking Mobile ad hoc networks (MANETs), vehicular networks (VANETs), sensor networks (SNs), and hybrid networkseach of these require a designers keen sense and knowledge of evolutionary algorithms in order to help with the common issues that plague professionals involved in optimization and mobile networking. This book introduces readers to both mobile ad hoc networks and evolutionary algorithms, presenting basic concepts as well as detailed descriptions of each. It demonstrates how metaheuristics and evolutionary algorithms (EAs) can be used to help provide low–cost operations in the optimization processallowing designers to put some intelligence or sophistication into the design. It also offers efficient and accurate information on dissemination algorithms, topology management, and mobility models to address challenges in the field. Evolutionary Algorithms for Mobile Ad Hoc Networks : Instructs on how to identify, model, and optimize solutions to problems that arise in daily research Presents complete and up–to–date surveys on topics like network and mobility simulators Provides sample problems along with solutions/descriptions used to solve each, with performance comparisons Covers current, relevant issues in mobile networks, like energy use, broadcasting performance, device mobility, and more Evolutionary Algorithms for Mobile Ad Hoc Networks is an ideal book for researchers and students involved in mobile networks, optimization, advanced search techniques, and multi–objective optimization.

Автор: Das
Название: Swarm and Evolutionary Computing: Algorithms, Analyses, and Applications
ISBN: 0470881348 ISBN-13(EAN): 9780470881347
Издательство: Wiley
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Цена: 10106 р.
Наличие на складе: Нет в наличии.

Описание: The book presents the first complete and unified overview of swarm computing and evolutionary computing. The book examines the algorithms form the point of views of their cimputational ability in handling complex optimization problems, and demonstrates the socpe of their applicaitonsin various domains of science and engineering.

Exploitation of Linkage Learning in Evolutionary Algorithms

Автор: Ying-ping Chen
Название: Exploitation of Linkage Learning in Evolutionary Algorithms
ISBN: 3642263275 ISBN-13(EAN): 9783642263279
Издательство: Springer
Рейтинг:
Цена: 19634 р.
Наличие на складе: Поставка под заказ.

Описание: The exploitation of linkage learning is enhancing the performance of evolutionary algorithms. This monograph examines recent progress in linkage learning, with a series of focused technical chapters that cover developments and trends in the field.

Introduction to Evolutionary Algorithms

Автор: Xinjie Yu; Mitsuo Gen
Название: Introduction to Evolutionary Algorithms
ISBN: 184996128X ISBN-13(EAN): 9781849961288
Издательство: Springer
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Цена: 22521 р.
Наличие на складе: Поставка под заказ.

Описание: Introduction to Evolutionary Algorithms presents a comprehensive, up-to-date overview of evolutionary algorithms. Readers will find a discussion of hot topics in the field, including genetic algorithms, differential evolution, swarm intelligence, and artificial immune systems.

Introduction to Evolutionary Algorithms

Автор: Xinjie Yu; Mitsuo Gen
Название: Introduction to Evolutionary Algorithms
ISBN: 144712569X ISBN-13(EAN): 9781447125693
Издательство: Springer
Рейтинг:
Цена: 22521 р.
Наличие на складе: Поставка под заказ.

Описание: Introduction to Evolutionary Algorithms presents a comprehensive, up-to-date overview of evolutionary algorithms. Readers will find a discussion of hot topics in the field, including genetic algorithms, differential evolution, swarm intelligence, and artificial immune systems.

Industrial Applications of Evolutionary Algorithms

Автор: Ernesto Sanchez; Giovanni Squillero; Alberto Tonda
Название: Industrial Applications of Evolutionary Algorithms
ISBN: 364244346X ISBN-13(EAN): 9783642443466
Издательство: Springer
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Цена: 12952 р.
Наличие на складе: Поставка под заказ.

Описание: Ideal as a reference both for experienced users and novices, this publication combines a thorough introduction to evolutionary computation with details of its application to real-world problems and advice on tackling a wealth of issues in its implementation.

Designing Evolutionary Algorithms for Dynamic Environments

Автор: Morrison Ronald W.
Название: Designing Evolutionary Algorithms for Dynamic Environments
ISBN: 3540212310 ISBN-13(EAN): 9783540212317
Издательство: Springer
Рейтинг:
Цена: 8888 р.
Наличие на складе: Поставка под заказ.

Описание: The robust capability of Evolutionary Algorithms (EAs) to find solutions to difficult problems has permitted them to become the optimization and search techniques of choice for many practical static problems. Despite this success in many different environments, EAs are often prone to failure when subjected to even small changes in the problem. Effective solutions for many real-world engineering and economic problems require systems that adapt to changes over time. This book addresses the issues involved in the design of EAs that successfully operate in dynamic environments without human intervention, and provides a method for creating EAs for these environments.


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