{"product_id":"recent-advances-in-evolutionary-multi-objective-optimization-9783319429779","title":"Recent Advances in Evolutionary Multi-Objective Optimization","description":"\u003cp\u003e • Author(s): Slim Bechikh\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Artificial Intelligence - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThis book covers the most recent advances in the field of evolutionary multiobjective\u003c\/p\u003e\u003cp\u003eoptimization. With the aim of drawing the attention of up-andcoming\u003c\/p\u003e\u003cp\u003escientists towards exciting prospects at the forefront of computational\u003c\/p\u003e\u003cp\u003eintelligence, the authors have made an effort to ensure that the ideas conveyed\u003c\/p\u003e\u003cp\u003eherein are accessible to the widest audience. The book begins with a summary\u003c\/p\u003e\u003cp\u003eof the basic concepts in multi-objective optimization. This is followed by brief\u003c\/p\u003e\u003cp\u003ediscussions on various algorithms that have been proposed over the years for\u003c\/p\u003e\u003cp\u003esolving such problems, ranging from classical (mathematical) approaches to\u003c\/p\u003e\u003cp\u003esophisticated evolutionary ones that are capable of seamlessly tackling practical\u003c\/p\u003e\u003cp\u003echallenges such as non-convexity, multi-modality, the presence of multiple\u003c\/p\u003e\u003cp\u003econstraints, etc. Thereafter, some of the key emerging aspects that are likely\u003c\/p\u003e\u003cp\u003eto shape future research directions in the field are presented. These include: optimization in dynamic environments, multi-objective bilevel programming, \u003c\/p\u003e\u003cp\u003ehandling high dimensionality under many objectives, and evolutionary multitasking.\u003c\/p\u003e\u003cp\u003eIn addition to theory and methodology, this book describes several\u003c\/p\u003e\u003cp\u003ereal-world applications from various domains, which will expose the readers\u003c\/p\u003e\u003cp\u003eto the versatility of evolutionary multi-objective optimization.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Hardcover","offer_id":45275629420695,"sku":"9783319429779","price":7277.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783319429779.webp?v=1769283488","url":"https:\/\/atlanticbooks.com\/products\/recent-advances-in-evolutionary-multi-objective-optimization-9783319429779","provider":"Atlantic Books","version":"1.0","type":"link"}