Generalized convex multiplicative programming via quasiconcave minimization

被引:19
作者
Jaumard, B
Meyer, C
Tuy, H
机构
[1] ECOLE POLYTECH,GERAD,MONTREAL,PQ H3C 3A7,CANADA
[2] ECOLE POLYTECH,DEPT MATH & GENIE IND,MONTREAL,PQ H3C 3A7,CANADA
[3] INST MATH,HANOI 10000,VIETNAM
基金
加拿大自然科学与工程研究理事会;
关键词
generalized convex multiplicative programming; conical partition; global optimization; branch-and-bound;
D O I
10.1023/A:1008203116882
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
We present a new method for minimizing the sum of a convex function and a product of k nonnegative convex functions over a convex set. This problem is reduced to a k-dimensional quasiconcave minimization problem which is solved by a conical branch-and-bound algorithm. Comparative computational results are provided on test problems from the literature.
引用
收藏
页码:229 / 256
页数:28
相关论文
共 30 条
[1]  
[Anonymous], 1971, Microeconomic Theory: A Mathematical Approach
[2]   MIN-MAX HEAPS AND GENERALIZED PRIORITY-QUEUES [J].
ATKINSON, MD ;
SACK, JR ;
SANTORO, N ;
STROTHOTTE, T .
COMMUNICATIONS OF THE ACM, 1986, 29 (10) :996-1000
[3]  
Avriel Mordecai., 1988, GEN CONCAVITY
[4]  
*CPLEX OPT INC, 1993, US CPLEX TM CALL LIB
[5]   SOLVING BICRITERION MATHEMATICAL PROGRAMS [J].
GEOFFRION, AM .
OPERATIONS RESEARCH, 1967, 15 (01) :39-+
[6]  
Horst R., 1993, GLOBAL OPTIMIZATION, V2nd
[7]  
JAUMARD B, 1996, CAHIER GERAD G, V9522
[8]   GLOBAL MINIMIZATION OF A GENERALIZED CONVEX MULTIPLICATIVE FUNCTION [J].
KONNO, H ;
KUNO, T ;
YAJIMA, Y .
JOURNAL OF GLOBAL OPTIMIZATION, 1994, 4 (01) :47-62
[9]   BOND PORTFOLIO OPTIMIZATION BY BILINEAR FRACTIONAL-PROGRAMMING [J].
KONNO, H ;
INORI, M .
JOURNAL OF THE OPERATIONS RESEARCH SOCIETY OF JAPAN, 1989, 32 (02) :143-158
[10]   LINEAR MULTIPLICATIVE PROGRAMMING [J].
KONNO, H ;
KUNO, T .
MATHEMATICAL PROGRAMMING, 1992, 56 (01) :51-64