Технические науки в целом

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Genetic Algorithm for Facility Location Problem

Автор: Chandragiri Narasimhamurthy Vijeyamurthy
Год: 2013
Издание: LAP Lambert Academic Publishing
Страниц: 140
ISBN: 9783659360695
This book is a Bhagavad Gita to be preserved for life-long for every student,academician and practising professionals. This book is meticulously designed and documented, into six chapters. Facility location problem is discussed with its application in chapter one. The total covering problem, comes under the facility location problem. Literature review of covering problem is given in detail in the second chapter. The problem is Combinatorial in nature. It is inevitale to develop an efficient heuristic for solving. GA, Simulated Annealing, Tabu-search and Ant Colony Optimization are known as meta-heuristics. In total covering problem, the objective is to locate facilities at minimum number of sites to cover all the customers is described with example in chapter three. The crossover operation which is performed on chromosome to produce offspring explained with number of table-illustrations in chapter four. Newly developed GA based heuristic is compared with the standard heuristic;Model...
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