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- Recent Advances in Evolutionary Multi-objective Optimization
Recent Advances in Evolutionary Multi-objective Optimization
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This book covers the most recent advances in the field of evolutionary multiobjectiveoptimization. With the aim of drawing the attention of up-andcomingscientists towards exciting prospects at the forefront of computationalintelligence, the authors have made an effort to ensure that the ideas conveyedherein are accessible to the widest audience. The book begins with a summaryof the basic concepts in multi-objective optimization. This is followed by briefdiscussions on various algorithms that have been proposed over the years forsolving such problems, ranging from classical (mathematical) approaches tosophisticated evolutionary ones that are capable of seamlessly tackling practicalchallenges such as non-convexity, multi-modality, the presence of multipleconstraints, etc. Thereafter, some of the key emerging aspects that are likelyto shape future research directions in the field are presented. These include:
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