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Complex metaheuristics

delete2016-11-01
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PRE
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C
Carlos Cotta *
R
Robert Schaefer *
DOI：10.1016/j.jocs.2016.06.001delete
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摘要

摘要

En 中文
Complexity is a prevalent feature of numerous natural and artificial systems and as such has attracted much scientific interest in the last decades. The pursuit of computational tools capable of analyzing, modeling or designing systems exhibiting this complex nature - in which the properties of the system are not evident at the bottom level but emerge from. its global structure - is a major issue. Metaheuristics can play here an important role due to its intrinsic adaptability and powerful optimization capabilities. In many regards, metaheuristics are also examples'of complex systems since their behavior emanates from the orchestrated interplay of simpler algorithmic components. This bidirectional connection between metaheuristics and complex systems offers numerous avenues for fruitful research. (C) 2016 Elsevier B.V. All rights reserved.
Keyword:
Complex systems
Complex networks
Metaheuristics
Multiagent systems
Multi-scale
Multi-physics
Multi-goal systems
AI总结

AI总结

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期刊

Nature Computational Science 封面图
Nature Computational Science
IF:
18.3
论文数:
3.1K
被引数:
4.0K

机构

A
AGH University of Krakow
学者数:
9.2K
论文数: 9.4K
被引数: 1.2W
U
universidad de malaga
学者数:
1.2W
论文数: 9.2K
被引数: 6
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