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-  2017 

一种新的二进制编码量子行为粒子群优化算法 A novel binary encoding quantum-behaved particle swarm optimization algorithm

Keywords: 量子行为粒子群优化,二进制编码,完全学习,合作

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Abstract:

为了保持全局搜索和局部搜索之间的均衡,在二进制QPSO算法中引入全面学习和合作方法,提出了一种新的二进制量子行为粒子群优化算法(CCBQPSO).完全学习策略可以保持群体的多样性,合作方法可以直接将算法引入到本地搜索,并快速收敛到最优解.在该算法中,所有粒子的个体最优位置可以首先参与到本地吸引子的更新,每个粒子的新解向量维度将依次取代对应粒子的先前个体最优位置和群体的全局最优位置的维度,并计算出适应值.最后使用5个测试函数对CCBQPSO的性能进行了测试,结果表明该算法可以增加群体的多样性,且提高了算法的收敛速度

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