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Experimental Research in Evolutionary Computation
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG 2006; US$ 84.99Introduces the new experimentalism in evolutionary computation, providing tools to understand algorithms and programs and their interaction with optimization problems. This book bridges the gap between theory and experiment by providing a self-contained experimental methodology and many examples. more...
Evolvable Hardware
Springer 2006; US$ 39.99Evolvable hardware (EHW) refers to hardware whose architecture/structure and functions change dynamically and autonomously in order to improve its performance in carrying out tasks. This book provides the basics of reconfigurable devices. It also discusses research in digital, analog and mechanical EHW. more...
Multiobjective Problem Solving from Nature
Springer 2007; US$ 94.99Focuses on how multiobjective evolutionary algorithms (MOEAs) and related techniques are used to solve problems, particularly in science and engineering. This book deals with the problem, solution, objective, constraint, utility and preference, and shows how these concepts are investigated in practice. more...
Design by Evolution
Springer 2008; US$ 94.99Evolution is Naturea (TM)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... more...
Evolutionary Intelligence
Springer 2008; US$ 139.00This book gives a good introduction to evolutionary computation for those who are first entering the field and are looking for insight into the underlying mechanisms behind them. Emphasizing the scientific and machine learning applications of genetic algorithms instead of applications to optimization and engineering, the book could serve well in an... more...
Variants of Evolutionary Algorithms for Real-World Applications
Springer 2011; US$ 139.99Evolutionary Algorithms (EAs) are population-based, stochastic search algorithms that mimic natural evolution. Due to their ability to find excellent solutions for conventionally hard and dynamic problems within acceptable time, EAs have attracted interest from many researchers and practitioners in recent years. This book "Variants of Evolutionary... more...
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Springer 2012; US$ 99.99This book is intended as a reference both for experienced users of evolutionary algorithms and for researchers that are beginning to approach these fascinating optimization techniques. Experienced users will find interesting details of real-world problems, and advice on solving issues related to fitness computation, modeling and setting appropriate... more...
Coevolutionary Computation and Multiagent Systems
WIT Press 2012; US$ 258.00Co-evolutionary Algorithm & Multi-agent Systems introduces the author's recent work in these two new and important branches of artificial intelligence. more...
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Exploitation of Linkage Learning in Evolutionary Algorithms
Springer 2010; US$ 129.99One major branch of enhancing the performance of evolutionary algorithms is the exploitation of linkage learning. This monograph aims to capture the recent progress of linkage learning, by compiling a series of focused technical chapters to keep abreast of the developments and trends in the area of linkage. In evolutionary algorithms, linkage models... more...
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