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Handbook of Evolutionary Computation (Computational Intelligence Library). David B. Fogel, Thomas Bäck, Zbigniew Michalewicz

Download Handbook of Evolutionary Computation (Computational Intelligence Library)

Handbook of Evolutionary Computation (Computational Intelligence Library) David B. Fogel, Thomas Bäck, Zbigniew Michalewicz. pdf ebook Publisher: Published in cooperation with the Institute of Physics Language: English Page: 940 ISBN: 0750303921, 9780750303927

Many scientists and engineers now use the paradigms of evolutionary computation (genetic algorithms, evolution strategies, evolutionary programming, genetic programming, classifier systems, and combinations or hybrids thereof) to tackle problems that are either intractable or unrealistically time consuming to solve through traditional computational strategies. Recently there have been vigorous initiatives to promote cross-fertilization between the EC paradigms, and also to combine these paradigms with other approaches such as neural networks to create hybrid systems with enhanced capabilities. To address the need for speedy dissemination of new ideas in these fields, and also to assist in cross-disciplinary communications and understanding, Oxford University Press and the Institute of Physics have joined forces to create a major reference publication devoted to EC fundamentals, models, algorithms and applications. This work is intended to become the standard reference resource for the evolutionary computation community. The Handbook of Evolutionary Computation will be available in loose-leaf print form to accommodate regular updates issued every six months. The first two updates are included free with the purchase of the main work.