{"product_id":"9783319708508","title":"SpringerBriefs in Applied Sciences and Technology","description":"\u003ch1\u003eSpringerBriefs in Applied Sciences and Technology\u003c\/h1\u003e \u003ch2\u003eOlivas, Frumen; Valdez, Fevrier; Castillo, Oscar; Melin, Patricia\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cdiv\u003e\n\u003cdiv\u003eIn this book, a methodology for parameter adaptation in meta-heuristic op-timization methods is proposed. This methodology is based on using met-rics about the population of the meta-heuristic methods, to decide through a fuzzy inference system the best parameter values that were carefully se-lected to be adjusted. With this modification of parameters we want to find a better model of the behavior of the optimization method, because with the modification of parameters, these will affect directly the way in which the global or local search are performed.\u003c\/div\u003e\n\u003cdiv\u003eThree different optimization methods were used to verify the improve-ment of the proposed methodology. In this case the optimization methods are: PSO (Particle Swarm Optimization), ACO (Ant Colony Optimization) and GSA (Gravitational Search Algorithm), where some parameters are se-lected to be dynamically adjusted, and these parameters have the most im-pact in the behavior of each optimization method.\u003c\/div\u003e\n\u003cdiv\u003eSimulation results show that the proposed methodology helps to each optimization method in obtaining better results than the results obtained by the original method without parameter adjustment.\u003c\/div\u003e\n\u003c\/div\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2018-03-22\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9783319708508\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-319-70851-5\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 105\u003c\/p\u003e ","brand":"Springer International Publishing","offers":[{"title":"Default Title","offer_id":44806986858636,"sku":"9783319708508","price":49.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783319708508.jpg?v=1775775738","url":"https:\/\/lateknightbooks.com\/products\/9783319708508","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}