A finite branch-and-bound algorithm for linear multiplicative programming

Authors
Citation
T. Kuno, A finite branch-and-bound algorithm for linear multiplicative programming, COMPUT OP A, 20(2), 2001, pp. 119-135
Citations number
30
Categorie Soggetti
Engineering Mathematics
Journal title
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS
ISSN journal
09266003 → ACNP
Volume
20
Issue
2
Year of publication
2001
Pages
119 - 135
Database
ISI
SICI code
0926-6003(200111)20:2<119:AFBAFL>2.0.ZU;2-F
Abstract
On the basis of Soland's rectangular branch-and-bound, we develop an algori thm for minimizing a product of p (greater than or equal to2) affine functi ons over a polytope. To tighten the lower bound on the value of each subpro blem, we install a second-stage bounding procedure, which requires O(p) add itional time in each iteration but remarkably reduces the number of branchi ng operations. Computational results indicate that the algorithm is practic al if p is less than 15, both in finding an exact optimal solution and an a pproximate solution.