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Parallel Problem Solving from Nature - PPSN III

This volume comprises the 61 revised refereed papers accepted for presentation at the ICEC/PPSN III conferences held jointly in Jerusalem, Israel in October 1994. With the appearance of more and more powerful computers, there is increased interest in algorithms relying upon analogies to natural processes. This book presents a wealth of new theoretical and experimental results on artificial problem solving by applying evolutionary computation metaphors, including evolution strategies, evolutionary programming, genetic algorithms, genetic programming, and classifier systems. Topics such as simulated annealing, immune networks, neural networks, fuzzy systems, and complex, real-world optimization problems are also treated.
EAN: 9783540584841
Sprache: Englisch
Seitenzahl: 647
Produktart: kartoniert, broschiert
Verlag: Springer Springer, Berlin Springer Berlin Heidelberg
Untertitel: International Conference of Evolutionary Computation. The Third Conference on Parallel Problem Solving from Nature, Jerusalem, October 9-14, 1994. Proceedings
Schlagworte: Evolutionäre Algorithmen Genetische Algorithmen Parallelprogrammierung Three 3
Größe: 233
Gewicht: 876 g