期刊
INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION
卷 3, 期 5, 页码 297-305出版社
INDERSCIENCE ENTERPRISES LTD
DOI: 10.1504/IJBIC.2011.042260
关键词
cuckoo search algorithm; quantum computing; QC; hybrid algorithms
This paper presents a new inspired algorithm called quantum inspired cuckoo search algorithm (QICSA). This one is a new framework relying on quantum computing principles and cuckoo search algorithm. The contribution consists in defining an appropriate representation scheme in the cuckoo search algorithm that allows applying successfully on combinatorial optimisation problems some quantum computing principles like qubit representation, superposition of states, measurement, and interference. This hybridisation between quantum inspired computing and bioinspircd computing has led to an efficient hybrid framework which achieves better balance between exploration and exploitation capabilities of the search process. Experiments on knapsack problems show the effectiveness of the proposed framework and its ability to achieve good quality solutions.
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