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Parallel Problem Solving from Nature

Reinhard Manner, B. Manderick (Herausgeber)

Buch | Hardcover

630 Seiten

1992
Elsevier Science Ltd (Verlag)
978-0-444-89730-5 (ISBN)

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The unifying theme of the Parallel Problem Solving from Nature is natural computation, i.e. the design, the theoretical and empirical understanding, and the comparison of algorithms gleaned from nature together with their application to real-world problems in science and technology. Recently the focus has narrowed down from natural computation to biological and evolutionary computation. For a long period of time, genetic algorithms in the United States and evolution strategies in Europe developed independently of each other. Now both scientific communities have started to interact and collaborate, and there are many contributions from Japan as well. This volume gives an accurate impression of the ongoing work in this rapidly growing and active scientific field.

Theory of Evolutionary Algorithms. Basic Theory (7 papers). Interactions between Operators (5 papers). Extensions of Evolutionary Algorithms. Genetic Algorithms (5 papers). Evolution Strategies (4 papers). Representations and Operators (6 papers). Applications of Evolutionary Algorithms. Optimization Problems (5 papers). Computer Science and Engineering (6 papers). Chemistry and Biology (3 papers). Neural Nets (4 papers). Other Biological Metaphors (7 papers). Parallel Implementations (8 papers). Keyword Index. Author Index.

Verlagsort	Oxford
Sprache	englisch
Themenwelt	Informatik ► Software Entwicklung ► Objektorientierung
ISBN-10	0-444-89730-5 / 0444897305
ISBN-13	978-0-444-89730-5 / 9780444897305
Zustand	Neuware