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Exploring Genetic Algorithms Selection by Pandey Hari (5 results)
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Taschenbuch. Condition: Neu. Exploring Genetic Algorithm's Selection Approaches | Theory, Implementations and Statistical Analysis | Hari Mohan Pandey | Taschenbuch | 68 S. | Englisch | 2015 | Scholars' Press | EAN 9783639769326 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu.
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Condition: New. Print on Demand.
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Condition: New. PRINT ON DEMAND.
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Exploring Genetic Algorithm's Selection Approaches
Language: English
Published by Scholars' Press Nov 2015, 2015
ISBN 10: 3639769325 ISBN 13: 9783639769326
Seller: buchversandmimpf2000, Emtmannsberg, BAYE, Germany
Seller rating 5 out of 5 stars
Taschenbuch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -Genetic algorithms are optimization search algorithms that maximize or minimizes given functions. Identifying the appropriate selection technique is a critical step in genetic algorithm. The process of selection plays an important role in resolving premature convergence because it occurs due to lack of diversity in the population. Therefore selection of population in each generation is very important. The objective of the research is to investigate the performance of the GA with different selection strategies in terms of minimizing the distance required for covering all the cities in TSP, number of generations required to achieve convergence and execution time to come out with the optimal solution for TSP. Overall, a statistical tests are conducted for the performance significance of the selection strategies.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 68 pp. Englisch.
