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Description: OPSOCM: Opposition based PSO with Cauchy Mutation.
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Size: 2048 |
Author: farrukh |
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Description: Cauchy mutation based on guassian particle swarm optimization
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Size: 403456 |
Author: rajasekhar |
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Description: Earthworms can aerate the soil with their burrowing action and enrich the soil with their waste nutrients. Inspired by the earthworm contribution in nature, a new kind of bio-inspired metaheuristic algorithm, called earthworm optimization algorithm (EWA), is proposed in this paper. The EWA method is inspired by the two kinds of reproduction (Reproduction 1 and Reproduction 2) of the earthworms. Reproduction 1 generates only one offspring by itself. Reproduction 2 is to generate one or more than one offspring at one time, and this can successfully done by nine improved crossover operators. In addition, Cauchy mutation (CM) is added to EWA method. Nine different EWA methods with one, two and three offsprings based on nine improved crossover operators are respectively proposed. The results show that EWA23 performs the best and it can find the better fitness on most benchmarks than others.
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Size: 9216 |
Author: 王静 |
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Description: 粒子群优化研究工具箱是为了协助解决粒子群优化（PSO）过早收敛问题的论文研究。(Gbest PSO, Lbest PSO, RegPSO, GCPSO, MPSO, OPSO, Cauchy mutation, and hybrid combinations)
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Size: 128000 |
Author: 小茶柚
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Description: 利用柯西突变策略和莱维飞行策略来提高GBO算法的开发和探索能力(The Cauchy mutation strategy and Levy flight strategy are used to improve the development and exploration ability of GBO algorithm)
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Size: 7168 |
Author: Larissa-11 |
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Description: 利用柯西、高斯、莱维三种突变策略改进GBO算法，通过测试结果表明，改进的算法有了显著性的提高。(Three mutation strategies of Cauchy, Gauss and Levy are used to improve the GBO algorithm, and the test results show that the improved algorithm has a significant improvement.)
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Size: 2811904 |
Author: Larissa-11 |
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