孤岛遗传算法参数的合理取值有效地解决了分布式信息系统运行的稳定性问题

D. O. Yesikov, A. Ivutin
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引用次数: 0

摘要

给出了利用孤岛遗传算法求解分布式信息系统运行稳定性问题的合理(拟最优)解。通过实验验证了孤岛遗传算法在解决分布式信息系统运行稳定性问题中的有效性。实验得到了孤岛遗传算法在求解多维分布式信息系统稳定运行问题时的参数表,提供了获得任务最优解的最大可能机会。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Rational values of parameters of island genetic algorithms for the effective solution of problems of ensuring stability of functioning of the distributed information systems
Use of island genetic algorithm for obtaining the rational (quasioptimum) solution of problems of ensuring stability of functioning of the distributed information systems is offered. An experimental inspection of efficiency of application of island genetic algorithm for the solution of problems of ensuring stability of functioning of the distributed information systems is carried out. The table of parameters of island genetic algorithm at the solution of problems of ensuring stability of functioning of the distributed information systems of various dimension is received experimentally, the providing greatest possible chances of obtaining the optimal solution of tasks.
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