{"product_id":"evolutionary-computation-2-9780750306652","title":"Evolutionary Computation 2","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003eEvolutionary Computation 2: Advanced Algorithms and Operators expands upon the basic ideas underlying evolutionary algorithms. The focus is on fitness evaluation, constraint-handling techniques, population structures, advanced techniques in evolutionary computation, and the implementation of evolutionary algorithms. It is intended to be used by individual researchers and students in the expanding field of evolutionary computation.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTrade Review\u003c\/b\u003e\u003cbr\u003e\u003cp\u003e\"This second volume provides very interesting information and updated material on additional topics. It also covers some advanced techniques and discusses the efficient implementation of evolutionary algorithms.\"\u003cbr\u003e -H.D. Hecker, Zentralblatt Math\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003e\u003cp\u003eFITNESS EVALUATION\u003cbr\u003eIntroduction to fitness evaluation\u003cbr\u003eEncoding and decoding functions\u003cbr\u003eCompetitive fitness evaluation\u003cbr\u003eComplexity-based fitness evaluation\u003cbr\u003eMultiobjective optimization \u003cbr\u003e\u003cbr\u003eCONSTRAINT-HANDLING TECHNIQUES\u003cbr\u003eIntroduction to constraint-handling techniques\u003cbr\u003ePenalty functions\u003cbr\u003eDecoders\u003cbr\u003eRepair algorithms\u003cbr\u003eConstraint-preserving operators\u003cbr\u003eOther constraint-handling methods\u003cbr\u003eConstraint-satisfaction problems \u003cbr\u003e\u003cbr\u003ePOPULATION STRUCTURES\u003cbr\u003eNiching methods\u003cbr\u003eSpeciation methods\u003cbr\u003eIsland (migration) models: evolutionary algorithms based on punctuated equilibria\u003cbr\u003eDiffusion (cellular) models \u003cbr\u003e\u003cbr\u003eADVANCED TECHNIQUES IN EVOLUTIONARY COMPUTATION\u003cbr\u003ePopulation sizing\u003cbr\u003eMutation parameters\u003cbr\u003eRecombination parameters\u003cbr\u003eParameter control\u003cbr\u003eSelf-adaptation\u003cbr\u003eMeta-evolutionary approaches\u003cbr\u003eCoevolutionary algorithms \u003cbr\u003e\u003cbr\u003eIMPLEMENTATION OF EVOLUTIONARY ALGORITHMS\u003cbr\u003eEfficient implementation of algorithms\u003cbr\u003eComputation time of evolutionary operators\u003cbr\u003eHardware realizations of evolutionary algorithms\u003cbr\u003e\u003cbr\u003eINDEX\u003c\/p\u003e","brand":"CRC Press","offers":[{"title":"Default Title","offer_id":51018408264023,"sku":"9780750306652","price":999.99,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9780750306652.jpg?v=1750776763","url":"https:\/\/bookcurl.com\/products\/evolutionary-computation-2-9780750306652","provider":"Book Curl","version":"1.0","type":"link"}