Robust solutions by using evolutionary computations on dynamic max-sat problems

被引:0
作者
Handa, Hisashi [1 ]
机构
[1] Okayama Univ, Grad Sch Nat Sci & Technol, Okayama 7008530, Japan
来源
2006 SICE-ICASE International Joint Conference, Vols 1-13 | 2006年
关键词
dynamic environment; evolutionary computation; robust solution; max-sat problem;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, optimization problems such that the landscape of the objective function changes over time are treated. Conventional approaches for such time-varying functions by using Evolutionary Computations are designed to track moving optimal solutions. On the contrary, the proposed method in this paper tries to find out stable solutions, i.e., robust solutions, which may not be optimal at each time step but exhibit better performance for all time steps. Such stable solutions are useful if the acquired solutions are operated by human.
引用
收藏
页码:4239 / 4242
页数:4
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