Improved dynamic programming method for solving multi-objective and multi-stage decision-making problems

Multi-objective and multi-stage decision-making problems require balancing multiple objectives at each stage and making optimal decision in multi-dimensional control variables, where the commonly used intelligent optimization algorithms suffer from low solving efficiency. To this end, this paper pro...

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Veröffentlicht in:	Scientific reports Jg. 15; H. 1; S. 1668 - 14
Hauptverfasser:	Liang, Zhihao, Zhao, Kegang, He, Kunyang, Liu, Yanwei
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	London Nature Publishing Group UK 11.01.2025 Nature Publishing Group Nature Portfolio
Schlagworte:	639/705/1041 639/705/117 Algorithms Decision making Dynamic programming Efficiency Elitism Genetic algorithms Humanities and Social Sciences Improved dynamic programming method Methods Multi-objective and multi-stage decision-making problems multidisciplinary Non-dominated sorting Objectives Optimization algorithms Pareto optimum Performance management Science Science (multidisciplinary) Solving efficiency Improved dynamic programming method Solving efficiency Multi-objective and multi-stage decision-making problems Non-dominated sorting
ISSN:	2045-2322, 2045-2322
Online-Zugang:	Volltext
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