Description: Evolutionary Computation for Modeling And Optimization, Hardcover by Ashlock, Daniel, ISBN 0387221964, ISBN-13 9780387221960, Brand New, Free shipping in the US Evolutionary Computation for Optimization and Modeling is an introduction to evolutionary computation, selectionist algorithms that operate on populations of structures. It includes over 100 experiments and over 700 homework problems that introduce the topic with an application-oriented approach. Engineering, computer science, and applied math students will find th a useful guide to using evolutionary algorithms as a problem solving tool. No previous familliarity with evolutionary computation is assumed. The topics include the design of simple evolutionary algorithms, applications to several types of optimization, evolutionary robotics, simple evolutionary neural computation, and several types of automatic programming including genetic programming. Th gives applications to biology and bioinformatics and introduces a number of tools that can be used in biological modeling, including evolutionary game theory. The problem oriented approach of th makes it a good text for engineering of computer science application classes.
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Book Title: Evolutionary Computation for Modeling And Optimization
Author: Ashlock, Daniel
Language: english
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