Searching in Symmetric Solution Space for Permutation-Related Optimization Problems

Symmetry is a widespread phenomenon in nature. Recognizing symmetry can minimize redundancy to improve computing efficiency. In this paper, we take permutation-related combinatorial optimization problems as a starting point and explore the symmetric structure of its solution space through group theo...

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Vydáno v:	IEEE transactions on pattern analysis and machine intelligence Ročník 47; číslo 8; s. 7036 - 7052
Hlavní autoři:	Tang, Lixin, Li, Tianyang, Meng, Ying, Liu, Jiyin
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	United States IEEE 01.08.2025
Témata:	Costs Data mining Finite element analysis Linear programming metaheuristic algorithm Metaheuristics Permutation-related optimization reduced solution space Search problems Space exploration symmetry-based search strategy Training Traveling salesman problems Urban areas
ISSN:	0162-8828, 1939-3539, 2160-9292, 1939-3539
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