A. Balakrishnan et al., A DECOMPOSITION ALGORITHM FOR LOCAL ACCESS TELECOMMUNICATIONS NETWORKEXPANSION PLANNING, Operations research, 43(1), 1995, pp. 58-76
Citations number
17
Categorie Soggetti
Management,"Operatione Research & Management Science","Operatione Research & Management Science
Growing demand, increasing diversity of services, and advances in tran
smission and switching technologies are prompting telecommunication co
mpanies to rapidly expand and modernize their networks. This paper dev
elops and tests a decomposition methodology to generate cost-effective
expansion plans, with performance guarantees, for one major component
of the network hierarchy-the local access network. The model captures
economies of scale in facility costs and tradeoffs between installing
concentrators and expanding cables to accommodate demand growth. Our
solution method exploits the special tree and routing structure of the
expansion planning problem to incorporate valid inequalities, obtaine
d by studying the problem's polyhedral structure, in a dynamic program
which solves an uncapacitated version of the problem. Computational r
esults for three realistic rest networks demonstrate that our enhanced
dynamic programming algorithm, when embedded in a Lagrangian relaxati
on scheme (with problem preprocessing and Ideal improvement), Is very
effective in generating good upper and lower bound;: Implemented on a
personal computer, the method generates solutions within 1.2-7.0% of o
ptimality. In addition to developing a successful solution methodology
for a practical problem, this paper illustrates the possibility of ef
fectively combining decomposition methods and polyhedral approaches.