Výsledky vyhledávání - "Interactive Evolutionary Multi-Objective Algorithms"
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Integrating Active Learning for Improved Preference Modeling in Tree-Based Interactive Evolutionary Multi-Objective Algorithms
Vydáno: IEEE 08.06.2025Vydáno v 2025 IEEE Congress on Evolutionary Computation (CEC) (08.06.2025)“…Multi-objective optimization problems are characterized by conflicting objectives, making it impossible to identify a single optimal solution. Instead,…”
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INSPM: An interactive evolutionary multi-objective algorithm with preference model
ISSN: 0020-0255, 1872-6291Vydáno: Elsevier Inc 01.06.2014Vydáno v Information sciences (01.06.2014)“…In this paper an interactive method for modeling the preferences of a Decision-Maker (DM) is employed to guide a modified version of the NSGA-II algorithm: the…”
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Incorporation of decision-maker preferences in an interactive evolutionary multi-objective algorithm using a multi-criteria sorting
ISSN: 2007-1558Vydáno: Jiutepec International Journal of Combinatorial Optimization Problems & Informatics 01.09.2016Vydáno v International Journal of Combinatorial Optimization Problems and Informatics (01.09.2016)“…Here, an interactive method is proposed to incorporate the preferences of the Decision Maker (DM) into the optimization process and lead the search towards the…”
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Performance Measurement for Interactive Multi-objective Evolutionary Algorithms
Vydáno: IEEE 01.10.2015Vydáno v 2015 Seventh International Conference on Knowledge and Systems Engineering (KSE) (01.10.2015)“…This paper suggests to use a different metric for performance of multiple-point interactive evolutionary multi-objective algorithms…”
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