Solving sum of ratios fractional programs via concave minimization

被引:37
作者
Benson, H. P. [1 ]
机构
[1] Univ Florida, Warrington Coll Business Adm, Gainesville, FL 32611 USA
关键词
global optimization; sum of ratios; fractional programming; concave minimization; branch-and-bound algorithms;
D O I
10.1007/s10957-007-9199-8
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 article presents an algorithm for globally solving a sum of ratios fractional programming problem. To solve this problem, the algorithm globally solves an equivalent concave minimization problem via a branch-and-bound search. The main work of the algorithm involves solving a sequence of convex programming problems that differ only in their objective function coefficients. Therefore, to solve efficiently these convex programming problems, an optimal solution to one problem can potentially be used to good advantage as a starting solution to the next problem.
引用
收藏
页码:1 / 17
页数:17
相关论文
共 28 条
[1]  
ALMOGY Y, 1964, P 5 IFORS C, P359
[2]  
[Anonymous], 1951, P 2 BERK S
[3]  
Benson HP, 1996, NAV RES LOG, V43, P765, DOI 10.1002/(SICI)1520-6750(199609)43:6<765::AID-NAV1>3.0.CO
[4]  
2-2
[5]   On the global optimization of sums of linear fractional functions over a convex set [J].
Benson, HP .
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 2004, 121 (01) :19-39
[6]   Using concave envelopes to globally solve the nonlinear sum of ratios problem [J].
Benson, HP .
JOURNAL OF GLOBAL OPTIMIZATION, 2002, 22 (1-4) :343-364
[7]   Global optimization of nonlinear sums of ratios [J].
Benson, HP .
JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 2001, 263 (01) :301-315
[8]  
BENSON HP, 2006, SOLVING SUM RATIOS F
[9]  
BENSON HP, 1995, HDB GLOBAL OPTIMIZAT
[10]  
Cambini A., 1989, Journal of Information & Optimization Sciences, V10, P65