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Advances in Evolutionary Algorithms

2007-05-22 Technology & Engineering
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Release : 2007-05-22
Genre : Technology & Engineering
Kind : eBook
Book Rating : 597/5 ( reviews)

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Book Synopsis Advances in Evolutionary Algorithms by : Chang Wook Ahn

Download or read book Advances in Evolutionary Algorithms written by Chang Wook Ahn. This book was released on 2007-05-22. Available in PDF, EPUB and Kindle. Book excerpt: Genetic and evolutionary algorithms (GEAs) have often achieved an enviable success in solving optimization problems in a wide range of disciplines. This book provides effective optimization algorithms for solving a broad class of problems quickly, accurately, and reliably by employing evolutionary mechanisms.

Advances in Evolutionary Computing

2012-12-06 Computers
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Release : 2012-12-06
Genre : Computers
Kind : eBook
Book Rating : 652/5 ( reviews)

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Book Synopsis Advances in Evolutionary Computing by : Ashish Ghosh

Download or read book Advances in Evolutionary Computing written by Ashish Ghosh. This book was released on 2012-12-06. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a collection of fourty articles containing new material on both theoretical aspects of Evolutionary Computing (EC), and demonstrating the usefulness/success of it for various kinds of large-scale real world problems. Around 23 articles deal with various theoretical aspects of EC and 17 articles demonstrate the success of EC methodologies. These articles are written by leading experts of the field from different countries all over the world.

Introduction to Evolutionary Algorithms

2010-06-10 Computers
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Release : 2010-06-10
Genre : Computers
Kind : eBook
Book Rating : 298/5 ( reviews)

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Book Synopsis Introduction to Evolutionary Algorithms by : Xinjie Yu

Download or read book Introduction to Evolutionary Algorithms written by Xinjie Yu. This book was released on 2010-06-10. Available in PDF, EPUB and Kindle. Book excerpt: Evolutionary algorithms are becoming increasingly attractive across various disciplines, such as operations research, computer science, industrial engineering, electrical engineering, social science and economics. Introduction to Evolutionary Algorithms presents an insightful, comprehensive, and up-to-date treatment of evolutionary algorithms. It covers such hot topics as: • genetic algorithms, • differential evolution, • swarm intelligence, and • artificial immune systems. The reader is introduced to a range of applications, as Introduction to Evolutionary Algorithms demonstrates how to model real world problems, how to encode and decode individuals, and how to design effective search operators according to the chromosome structures with examples of constraint optimization, multiobjective optimization, combinatorial optimization, and supervised/unsupervised learning. This emphasis on practical applications will benefit all students, whether they choose to continue their academic career or to enter a particular industry. Introduction to Evolutionary Algorithms is intended as a textbook or self-study material for both advanced undergraduates and graduate students. Additional features such as recommended further reading and ideas for research projects combine to form an accessible and interesting pedagogical approach to this widely used discipline.

Applications of Multi-objective Evolutionary Algorithms

2004 Computers
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Release : 2004
Genre : Computers
Kind : eBook
Book Rating : 064/5 ( reviews)

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Book Synopsis Applications of Multi-objective Evolutionary Algorithms by : Carlos A. Coello Coello

Download or read book Applications of Multi-objective Evolutionary Algorithms written by Carlos A. Coello Coello. This book was released on 2004. Available in PDF, EPUB and Kindle. Book excerpt: - Detailed MOEA applications discussed by international experts - State-of-the-art practical insights in tackling statistical optimization with MOEAs - A unique monograph covering a wide spectrum of real-world applications - Step-by-step discussion of MOEA applications in a variety of domains

Design by Evolution

2008-09-30 Computers
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Release : 2008-09-30
Genre : Computers
Kind : eBook
Book Rating : 119/5 ( reviews)

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Book Synopsis Design by Evolution by : Philip F. Hingston

Download or read book Design by Evolution written by Philip F. Hingston. This book was released on 2008-09-30. Available in PDF, EPUB and Kindle. Book excerpt: Evolution is Nature’s design process. The natural world is full of wonderful examples of its successes, from engineering design feats such as powered flight, to the design of complex optical systems such as the mammalian eye, to the merely stunningly beautiful designs of orchids or birds of paradise. With increasing computational power, we are now able to simulate this process with greater fidelity, combining complex simulations with high-performance evolutionary algorithms to tackle problems that used to be impractical. This book showcases the state of the art in evolutionary algorithms for design. The chapters are organized by experts in the following fields: evolutionary design and "intelligent design" in biology, art, computational embryogeny, and engineering. The book will be of interest to researchers, practitioners and graduate students in natural computing, engineering design, biology and the creative arts.

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