{"product_id":"adaptive-differential-evolution-a-robust-approach-to-multimodal-problem-optimization-hardcover-1","title":"Adaptive Differential Evolution: A Robust Approach to Multimodal Problem Optimization - Hardcover","description":"\u003cdiv\u003e\u003cp style=\"text-align: right;\"\u003e\u003ca href=\"https:\/\/reportcopyrightinfringement.com\/\" target=\"_blank\" rel=\"nofollow\"\u003e\u003cb\u003eReport copyright infringement\u003c\/b\u003e\u003c\/a\u003e\u003c\/p\u003e\u003c\/div\u003e\u003cp\u003eby \u003cb\u003eJingqiao Zhang\u003c\/b\u003e (Author), \u003cb\u003eArthur C. Sanderson\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003eRelated Work and Background.- Theoretical Analysis of Differential Evolution.- Parameter Adaptive Differential Evolution.- Surrogate Model-Based Differential Evolution.- Adaptive Multi-objective Differential Evolution.- Application to Winner Determination Problems in Combinatorial Auctions.- Application to Flight Planning in Air Traffic Control Systems.- Application to the TPM Optimization in Credit Decision Making.- Conclusions and Future Work.\u003c\/p\u003e\u003ch3\u003eBack Jacket\u003c\/h3\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eOptimization problems are ubiquitous in academic research and real-world applications wherever such resources as space, time and cost are limited. Researchers and practitioners need to solve problems fundamental to their daily work which, however, may show a variety of challenging characteristics such as discontinuity, nonlinearity, nonconvexity, and multimodality. It is expected that solving a complex optimization problem itself should easy to use, reliable and efficient to achieve satisfactory solutions.\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003eDifferential evolution is a recent branch of evolutionary algorithms that is capable of addressing a wide set of complex optimization problems in a relatively uniform and conceptually simple manner. For better performance, the control parameters of differential evolution need to be set appropriately as they have different effects on evolutionary search behaviours for various problems or at different optimization stages of a single problem. The fundamental theme of the book is theoretical study of differential evolution and algorithmic analysis of parameter adaptive schemes. Topics covered in this book include: \u003c\/p\u003e \u003cul\u003e \u003cp\u003e \u003c\/p\u003e\n\u003cli\u003eTheoretical analysis of differential evolution and its control parameters\u003c\/li\u003e \u003cli\u003eAlgorithmic design and comparative analysis of parameter adaptive schemes\u003c\/li\u003e \u003cli\u003eScalability analysis of adaptive differential evolution\u003c\/li\u003e \u003cli\u003eAdaptive differential evolution for multi-objective optimization\u003c\/li\u003e \u003cli\u003eIncorporation of surrogate model for computationally expensive optimization\u003c\/li\u003e \u003cli\u003eApplication to winner determination in combinatorial auctions of E-Commerce\u003c\/li\u003e \u003cli\u003eApplication to flight route planning in Air Traffic Management\u003c\/li\u003e \u003cli\u003eApplication to transition probability matrix optimization in credit-decision making\u003c\/li\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 164\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.44 x 9.21 x 6.14 IN\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eIllustrated:\u003c\/strong\u003e Yes\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e September 05, 2009\u003c\/div\u003e\n            \u003c\/ul\u003e","brand":"BooksCloud","offers":[{"title":"Default Title","offer_id":47204056563961,"sku":"9783642015267","price":178.18,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0789\/2782\/3097\/files\/eTJSRFcvVGEzRlBEODFTbktNTXl5UT09_37af109a-ad83-44c9-a116-ce563b565f80.webp?v=1768012167","url":"https:\/\/bookscloud.io\/products\/adaptive-differential-evolution-a-robust-approach-to-multimodal-problem-optimization-hardcover-1","provider":"BooksCloud Book Dropshipping","version":"1.0","type":"link"}