{"product_id":"adaptive-and-multilevel-metaheuristics-von-carlos-cotta-marc-sevaux-kenneth-sorensen-hrsg","title":"Adaptive and Multilevel Metaheuristics","description":"\n                                \n                \u003cp\u003eOne of the keystones in practical metaheuristic problem-solving is the fact that tuning the optimization technique to the problem under consideration is crucial for achieving top performance. This tuning\/customization is usually in the hands of the algorithm designer, and despite some methodological attempts, it largely remains a scientific art. Transferring a part of this customization effort to the algorithm itself -endowing it with smart mechanisms to self-adapt to the problem- has been a long pursued goal in the field of metaheuristics.\u003c\/p\u003e\n                                \n                \n                \u003cp\u003eThese mechanisms can involve different aspects of the algorithm, such as for example, self-adjusting the parameters, self-adapting the functioning of internal components, evolving search strategies, etc.\u003c\/p\u003e\n                                \n                \n                \u003cp\u003eRecently, the idea of hyperheuristics, i.e., using a metaheuristic layer for adapting the search by selectively using different low-level heuristics, has also been gaining popularity. This volume presents recent advances in the area of adaptativeness in metaheuristic optimization, including up-to-date reviews of hyperheuristics and self-adaptation in evolutionary algorithms, as well as cutting edge works on adaptive, self-adaptive and multilevel metaheuristics, with application to both combinatorial and continuous optimization.\u003c\/p\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783540794370\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783642098338\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Hardcover - 9783540794370","offer_id":40571089387613,"sku":"9783540794370","price":160.49,"currency_code":"EUR","in_stock":true},{"title":"Softcover - 9783642098338","offer_id":39437364920413,"sku":"9783642098338","price":160.49,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/55f47b4b-148b-45ac-985d-a2b2de33340b.jpg?v=1774680465","url":"https:\/\/shop.autorenwelt.de\/products\/adaptive-and-multilevel-metaheuristics-von-carlos-cotta-marc-sevaux-kenneth-sorensen-hrsg","provider":"Autorenwelt Shop","version":"1.0","type":"link"}