Quantum-Inspired Evolutionary Approach for the Quadratic Assignment Problem

被引:13
|
作者
Chmiel, Wojciech [1 ]
Kwiecien, Joanna [1 ]
机构
[1] AGH Univ Sci & Technol, Fac Elect Engn Automat Comp Sci & Biomed Engn, Al Mickiewicza 30, PL-30059 Krakow, Poland
关键词
quadratic assignment problem; quantum-genetic algorithm; quantum computing; HYBRID GENETIC ALGORITHMS; TABU SEARCH; OPTIMIZATION; VARIANTS;
D O I
10.3390/e20100781
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
The paper focuses on the opportunity of the application of the quantum-inspired evolutionary algorithm for determining minimal costs of the assignment in the quadratic assignment problem. The idea behind the paper is to present how the algorithm has to be adapted to this problem, including crossover and mutation operators and introducing quantum principles in particular procedures. The results have shown that the performance of our approach in terms of converging to the best solutions is satisfactory. Moreover, we have presented the results of the selected parameters of the approach on the quality of the obtained solutions.
引用
收藏
页数:19
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