Syncretized and improved the basic ant colony algorithm and the basic genetic algorithm, made the advantage reciprocally, and proposed a multi-agent coalition formation method based on mix ant colony and genetic algorithm.
融合并改进基本遗传算法和基本蚁群算法,优势互补,给出一种基于混合蚁群遗传算法的多Agent联盟求解方法。
参考来源 - Agent协商策略与联盟机制研究·2,447,543篇论文数据,部分数据来源于NoteExpress
最后,针对模型的具体特点,设计模型解的编码方式,并采用基于云模型的参数自适应蚁群遗传算法进行仿真,结果表明了模型和算法的有效性。
At last, an effective algorithm model taking advance of a skillful encoding method is designed and called ACGA with self-adaptation adjustment of parameters based on cloud models.
该算法通过在蚁群算法中引入遗传算法的2 -交换变异算子,增强了算法的局部搜索能力,提高了解的质量。
It adopts 2-interchange mutation operator in ant colony algorithm to increase its ability of local search and to improve the quality of the solution.
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