Clustered population differential evolution approach to quadratic assignment problem

Davendra, Donald David; Zelinka, Ivan; Onwubolu, Godfrey

Název:	Clustered population differential evolution approach to quadratic assignment problem
Autor:	Davendra, Donald David; Zelinka, Ivan; Onwubolu, Godfrey
Typ dokumentu:	Článek ve sborníku (English)
Zdrojový dok.:	2009 IEEE Congress on Evolutionary Computation, Vols 1-5. 2009, p. 1224-1231
ISBN:	978-1-4244-2958-5
DOI:	https://doi.org/10.1109/CEC.2009.4983085
Abstrakt:	An approach of population dynamics and clustering for permutative problems is presented in this paper. Diversity indicators are created from solution ordering and its mapping is shown as an advantage for population control in metaheuristics. Differential Evolution Algorithm is modified using this approach and vetted with the Quadratic Assignment Problem. Extensive experimentation is conducted on benchmark problems in this area.
Plný text:	http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4983085
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Citace článku v konferenčním sborníku:
DAVENDRA, Donald David, Ivan ZELINKA a Godfrey ONWUBOLU. Clustered population differential evolution approach to quadratic assignment problem. In: 2009 IEEE Congress on Evolutionary Computation, Vols 1-5 [online]. Trondheim: The Institute of Electrical and Electronics Engineers (IEEE), 2009, s. 1224-1231. [cit. 2024-11-21]. Dostupné z: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4983085.

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