Travelling Salesman Problem(tsp)Optimization Through Genetic Algorithm

Name: Travelling Salesman Problem(tsp)Optimization Through Genetic Algorithm
Brand: VDM Verlag
SKU: 9783639307979
Price: 1149 CZK
Availability: InStock

Autor: R. Geetha Ramani

Jazyk:

Vazba: Brožovaná

Vydavatel: VDM Verlag

Dostupnost: Skladem u dodavatele

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The Travelling Salesman Problem (TSP) is one of the problem, which has been addressed extensively by...

Informace o knize

Autor

R. Geetha Ramani

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2011

Stránek

116

EAN

9783639307979

ISBN

3639307976

Enbook ID

06837731

Vydavatel

VDM Verlag

Hmotnost

181

Rozměry

152 x 229 x 7

Kompletní popis

The Travelling Salesman Problem (TSP) is one of the problem, which has been addressed extensively by mathematicians, computer scientists and researchers. Since TSP finds its applications in real world problems viz., VLSI design, Art works, World tours, etc., finding an optimal solution to TSP will be a significant work as it will give better results for many TSP related applications. There are several methods and techniques to solve TSP. One of the best approaches to find an optimal solution to TSP is Genetic Algorithm, which gets the optimal solution from limited search space. Genetic Algorithm is also readily amenable to parallel implementation, which renders them usable in real-time. This book presents the genetic Algorithm method of solving TSP applications. The Genetic Algorithm control parameters namely initial population size, selection methods, crossover operators, mutation operators and repair operators are tuned to find the optimal tour in TSP. The impact of these Genetic Algorithm control parameters are analyzed and tuned to produce optimal results for Travelling Salesman Problem applications viz., VLSI Detailed Routing and National Tour.

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Travelling Salesman Problem(tsp)Optimization Through Genetic Algorithm

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