A comparison of large scale mixed complementarity problem solvers

被引:103
作者
Billups, SC
Dirkse, SP
Ferris, MC
机构
[1] GAMS DEV CORP,WASHINGTON,DC 20007
[2] UNIV WISCONSIN,DEPT COMP SCI,MADISON,WI 53706
基金
美国国家科学基金会;
关键词
complementarity problems; variational inequalities; computation; algorithms;
D O I
10.1023/A:1008632215341
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 provides a means for comparing various computer codes for solving large scale mixed complementarity problems. We discuss inadequacies in how solvers are currently compared, and present a testing environment that addresses these inadequacies. This testing environment consists of a library of test problems, along with GAMS and MATLAB interfaces that allow these problems to be easily accessed. The environment is intended for use as a tool by other researchers to better understand both their algorithms and their implementations, and to direct research toward problem classes that are currently the most challenging. As an initial benchmark, eight different algorithm implementations for large scale mixed complementarity problems are briefly described and tested with default parameter settings using the new testing environment.
引用
收藏
页码:3 / 25
页数:23
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