Practical handbook of genetic algorithms vol.3, Chambers
Название: Handbook of Bioinspired Algorithms and Applications ISBN: 0367392038 ISBN-13(EAN): 9780367392031 Издательство: Taylor&Francis Рейтинг: Цена: 10344 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This authoritative handbook reveals the connections between bioinspired techniques and the development of solutions to problems that arise in diverse problem domains. It provides broad coverage along with numerous references to the available literature for more in-depth information. The book's two sections serve to balance coverage of theory and practical applications. The first section explains the fundamentals of techniques, such as evolutionary algorithms, swarm intelligence, cellular automata, and others. Detailed examples and case studies in the second section illustrate how to apply the theory in actually developing solutions to a particular problem based on a bioinspired technique.
Описание: The Handbook of Defeasible Reasoning and Uncertainty Management Systems is unique in its masterly survey of the computational and algorithmic problems of systems of applied reasoning. The various theoretical and modelling aspects of defeasible reasoning were dealt with in the first four volumes, and Volume 5 now turns to the algorithmic aspect. Topics covered include: Computation in valuation algebras; consequence finding algorithms; possibilistic logic; probabilistic argumentation systems, networks and satisfiability; algorithms for imprecise probabilities, for Dempster-Shafer, and network based decisions.
Описание: Provides a comprehensive treatment of all the techniques in nonlinear dynamics together with C++, Java and SymbolicC++ implementations. This book not only covers the theoretical aspects of the topics but also provides the practical tools. To understand the material, it includes more than 100 worked out examples and 150 ready to run programs.
Описание: Classical optimization methodologies fall short in very large and complex domains. In this book is suggested a different approach to optimization, an approach which is based on the 'blind' and heuristic mechanisms of evolution and population genetics. The genetic approach to optimization introduces a new philosophy to optimization in general, but particularly to engineering. By introducing the 'genetic' approach to robot trajectory generation, much can be learned about the adaptive mechanisms of evolution and how these mechanisms can solve real world problems. It is suggested further that optimization at large may benefit greatly from the adaptive optimization exhibited by natural systems when attempting to solve complex optimization problems, and that the determinism of classical optimization models may sometimes be an obstacle in nonlinear systems.This book is unique in that it reports in detail on an application of genetic algorithms to a real world problem, and explains the considerations taken during the development work. Futhermore, it addresses robotics in two new aspects: the optimization of the trajectory specification which has so far been done by human operators and has not received much attention for both automation and optimization, and the introduction of a heuristic strategy to a field predominated by deterministic strategies.Request Inspection Copy
Автор: Chambers Название: The Practical Handbook of Genetic Algorithms ISBN: 1584882409 ISBN-13(EAN): 9781584882404 Издательство: Taylor&Francis Рейтинг: Цена: 36300 р. Наличие на складе: Поставка под заказ.
Описание: Rapid developments in the field of genetic algorithms along with the popularity of the first edition precipitated this completely revised, thoroughly updated second edition of The Practical Handbook of Genetic Algorithms: Applications. Like its predecessor, this edition provides practitioners with material they can use productively in their own endeavors. Among the applications explored are scheduling problems, optimization, multidimensional scaling, constraint handling, and feature selection and classification. All of the computer code offered in the book is available for download from the Internet.
Описание: Reviews hot application areas including computational biology, computational chemistry, wireless networks, computer vision as well as data mining, evolutionary algorithms, game theory, and basic combinatorial algorithms and their applications. Handbook of Applied Algorithms fills the gap between algorithmic theory and practice. This is a unique approach that treats applied algorithms in a comprehensive manner along with an orientation toward their applications. The editors understand the difficulty of designing efficient solutions (algorithms) in such intricate areas without a strong knowledge of algorithm design and analysis. Providing ways to fill this gap will impact researchers, graduate students and practitioners alike. This handbook will serve as a source of problems, algorithms, applications, techniques, solutions, and guidance to the overall literature.
Описание: Augmented Lagrangian techniques for the solution of practical constrained optimization problems are the focus of this book, which gives a thorough account of both theory and applications. The authors rigorously delineate mathematical convergence theory based on sequential optimality conditions and novel constraint qualifications. They also orient the book to practitioners by prioritizing results that provide insight on the practical behavior of algorithms and by providing geometrical and algorithmic interpretations of every mathematical result. In addition, they fully describe a freely available computational package for constrained optimization and illustrate its usefulness with applications. This book is aimed at engineers, physicists, chemists, and other practitioners interested in full access to comprehensive and well-documented software for large-scale optimization, as well as up-to-date convergence theory and its practical consequences. It will also be of interest to graduate and advanced undergraduate students in mathematics, computer science, applied mathematics, optimization, and numerical analysis.
Описание: The Handbook of Algorithms for Wireless Networking and Mobile Computing focuses on several aspects of mobile computing, particularly algorithmic methods and distributed computing with mobile communications capability. It provides the topics that are crucial for building the foundation for the design and construction of future generations of mobile and wireless networks, including cellular, wireless ad hoc, sensor, and ubiquitous networks. Following an analysis of fundamental algorithms and protocols, the book offers a basic overview of wireless technologies and networks. Other topics include issues related to mobility, aspects of QoS provisioning in wireless networks, future applications, and much more.
Автор: Zomaya, Albert Y. Olariu, Stephan Название: Handbook of bioinspired algorithms and applications ISBN: 1584884754 ISBN-13(EAN): 9781584884750 Издательство: Taylor&Francis Рейтинг: Цена: 30855 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Part of a series that introduces a representative selection of key art, decorative art and design of particular cultures. This book also explores the materials and resources the culture`s environment has to offer. It supports Key Stage 3 Art curriculum and provides a resource for Key Stage 3 and 4. It includes photographs and illustrations. Reveals the connections between bioinspired techniques and the development of solutions to problems that arise in diverse problem domains. This handbook explains the fundamentals of techniques, such as evolutionary algorithms, swarm intelligence, cellular automata, and others.
Описание: After a decade of development, genetic algorithms and genetic programming have become a widely accepted toolkit for computational finance. This book is devoted to a comprehensive review of this subject. It contains chapters that cover various areas of computational finance, including financial forecasting, trading strategies development, and more.
The Nonlinear Workbook provides a comprehensive treatment of all the techniques in nonlinear dynamics together with C]+, Java and SymbolicC++ implementations. The book not only covers the theoretical aspects of the topics but also provides the practical tools. To understand the material, more than 100 worked out examples and 160 ready to run programs are included. Each chapter provides a collection of interesting problems. New topics added to the 6th edition are Swarm Intelligence, Quantum Cellular Automata, Hidden Markov Model and DNA, Birkhoff's ergodic theorem and chaotic maps, Banach fixed point theorem and applications, tau-wavelets of Haar, Boolean derivatives and applications, and Cartan forms and Lagrangian.
Описание: Ever since fuzzy logic was introduced by Lotfi Zadeh in the mid-sixties and genetic algorithms by John Holland in the early seventies, these two fields widely been subjects of academic research the world over. During the last few years, they have been experiencing extremely rapid growth in the industrial world, where they have been shown to be very effective in solving real-world problems. These two substantial fields, together with neurocomputing techniques, are recognized as major parts of soft computing: a set of computing technologies already riding the waves of the next century to produce the human-centered intelligent systems of tomorrow; the collection of papers presented in this book shows the way. The book also contains an extensive bibliography on fuzzy logic and genetic algorithms.
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