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Genetic Algorithms and Robotics false
By:Yuval Davidor
Published on 1991-01 by World Scientific

Classical optimization methodologies fall short in very large and complex domains. In this book is suggested a different approach to optimization, an approach which is based on the 'blind' and heuristic mechanisms of evolution and population genetics. The genetic approach to optimization introduces a new philosophy to optimization in general, but particularly to engineering. By introducing the ?genetic? approach to robot trajectory generation, much can be learned about the adaptive mechanisms of evolution and how these mechanisms can solve real world problems. It is suggested further that optimization at large may benefit greatly from the adaptive optimization exhibited by natural systems when attempting to solve complex optimization problems, and that the determinism of classical optimization models may sometimes be an obstacle in nonlinear systems.This book is unique in that it reports in detail on an application of genetic algorithms to a real world problem, and explains the considerations taken during the development work. Futhermore, it addresses robotics in two new aspects: the optimization of the trajectory specification which has so far been done by human operators and has not received much attention for both automation and optimization, and the introduction of a heuristic strategy to a field predominated by deterministic strategies.

This Book was ranked at 15 by Google Books for keyword Robotics.

Book ID of Genetic Algorithms and Robotics's Books is PeFCOhGhHRoC, Book which was written byYuval Davidorhave ETAG "MLN4fDR/MtQ"

Book which was published by World Scientific since 1991-01 have ISBNs, ISBN 13 Code is 9789810202170 and ISBN 10 Code is 9810202172

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Book which have "164 Pages" is Printed at BOOK under CategoryTechnology and Engineering

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