期刊
JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS
卷 253, 期 -, 页码 14-25出版社
ELSEVIER SCIENCE BV
DOI: 10.1016/j.cam.2013.04.004
关键词
Harmony search algorithm; Quantum computing; Hybrid algorithms; Knapsack problems
This paper presents a new hybrid natural algorithm based on Harmony Search Algorithm (HSA) and Quantum Computing (QC). The main features of the proposed algorithm called Quantum Inspired Harmony Search Algorithm (QIHSA) is the integration of quantum representation scheme in the basic harmony search algorithm that allows applying successfully some quantum inspired operators like measurement and interference. This hybridization between quantum inspired computing and harmony search algorithm has led to an efficient hybrid framework which achieves better balance between the exploration of HS algorithm and the exploitation capabilities of the quantum inspired computing. Experiments on knapsack problems show the effectiveness of the proposed framework and its ability to achieve good quality solutions. (C) 2013 Elsevier B.V. All rights reserved.
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