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A multi-objective particle swarm algorithm based on hierarchical clustering reference point maintenance. [PDF]
Sci RepChen S, Liu Y, Yang J, Ouyang A, Yu J.
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Bionic Technology in Prosthetics: Multi-Objective Optimization of a Bioinspired Shoulder-Elbow Prosthesis with Embedded Actuation. [PDF]
Biomimetics (Basel)Jiang J, Chen G, Wang X, Yan H.
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Multi-Objective Recommendations
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining, 2021The development of recommender systems usually deal with single-objective optimizations, such as minimizing prediction errors or maximizing the ranking quality. There is an emerging demand in multi-objective recommendations in which the recommendation list can be generated by optimizing multiple objectives.
Yong Zheng 0001, David (Xuejun) Wang
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Multi-objective evolution strategy for multimodal multi-objective optimization
Applied Soft Computing, 2021Abstract In the past decades, various effective and efficient multi-objective evolutionary algorithms (MOEAs) have been proposed for solving multi-objective optimization problems. However, existing MOEAs cannot satisfactorily address multimodal multi-objective optimization problems that demand to find multiple groups of optimal solutions ...
Kai Zhang 0002 +3 more
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Multi-Objective Clustering Ensemble
2006 Sixth International Conference on Hybrid Intelligent Systems (HIS'06), 2006In this paper we present an algorithm for cluster analysis that integrates aspects from cluster ensemble and multi-objective clustering. The algorithm is constituted by a Pareto-based multi-objective genetic algorithm that uses clustering validation measures as the objective functions.
Katti Faceli +2 more
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Progressive Multi-Objective Optimization
International Journal of Information Technology & Decision Making, 2014This paper introduces progressive multi-objective optimization (PMOO), a novel technique to include the decision maker's preferences into the multi-objective optimization process. PMOO integrates a well-known method for multi-criteria decision making (PROMETHEE) into a simple multi-objective metaheuristic by maintaining and updating a small reference ...
Kenneth Sörensen, Johan Springael
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