Primal-dual methods for sustainable harvest scheduling problems

Authors
Citation
Cm. Liu, Primal-dual methods for sustainable harvest scheduling problems, COMPUT OPER, 28(8), 2001, pp. 733-749
Citations number
27
Categorie Soggetti
Engineering Management /General
Journal title
COMPUTERS & OPERATIONS RESEARCH
ISSN journal
03050548 → ACNP
Volume
28
Issue
8
Year of publication
2001
Pages
733 - 749
Database
ISI
SICI code
0305-0548(200107)28:8<733:PMFSHS>2.0.ZU;2-S
Abstract
Timber harvest schedules form the heart of forest resource management. The operations research methodology is applied to resolving the multi-product, multi-period sustainable timber harvest scheduling problems, where area con straints, harvest flow constraints, and ending inventory constraints are im posed. By taking advantage of the model. characterization of block diagonal constraints with multiple sets of network sub-problems and the set of coup ling constraints, an efficient algorithm is explored. Specifically, a prima l-dual method of closed-form solutions is first developed to solve the netw ork sub-problems on the individual basis. Then, a primal-dual steepest-edge algorithm that achieves the global optimum is presented. A numerical examp le illustrating steps of the solution procedure is presented. The proposed algorithm is implemented, and its performance is compared with that of the AMPL-CPLEX package. The proposed primal-dual algorithm achieves, on the ave rage, an approximately four to one reduction in iteration numbers and an ab out eight to one reduction in the CPU execution time.