Filter-based DIRECT method for constrained global optimization

被引:14
作者
Costa, M. Fernanda P. [1 ]
Rocha, Ana Maria A. C. [2 ]
Fernandes, Edite M. G. P. [3 ]
机构
[1] Univ Minho, Dept Math & Applicat, Ctr Math, Campus Gualtar, P-4710057 Braga, Portugal
[2] Univ Minho, Dept Prod & Syst, Algoritmi Res Ctr, Campus Gualtar, P-4710057 Braga, Portugal
[3] Univ Minho, Algoritmi Res Ctr, Campus Gualtar, P-4710057 Braga, Portugal
关键词
Global optimization; DIRECT algorithm; Filter method; DIRECT ALGORITHM; CONVERGENCE; PARTITION;
D O I
10.1007/s10898-017-0596-8
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
This paper presents a DIRECT-type method that uses a filter methodology to assure convergence to a feasible and optimal solution of nonsmooth and nonconvex constrained global optimization problems. The filter methodology aims to give priority to the selection of hyperrectangles with feasible center points, followed by those with infeasible and non-dominated center points and finally by those that have infeasible and dominated center points. The convergence properties of the algorithm are analyzed. Preliminary numerical experiments show that the proposed filter-based DIRECT algorithm gives competitive results when compared with other DIRECT-type methods.
引用
收藏
页码:517 / 536
页数:20
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