MINIMIZING THE SUM OF WEIGHTED COMPLETION TIMES WITH UNRESTRICTED WEIGHTS

Citation
M. Dellamico et al., MINIMIZING THE SUM OF WEIGHTED COMPLETION TIMES WITH UNRESTRICTED WEIGHTS, Discrete applied mathematics, 63(1), 1995, pp. 25-41
Citations number
13
Categorie Soggetti
Mathematics,Mathematics
Volume
63
Issue
1
Year of publication
1995
Pages
25 - 41
Database
ISI
SICI code
Abstract
Given a set of tasks with associated processing times, deadlines and w eights unrestricted in sign, we consider the problem of determining a task schedule on one machine by minimizing the sum of weighted complet ion times. The problem is NP-hard in the strong sense. We present a lo wer bound based on task splitting, an approximation algorithm, and two exact approaches, one based on branch-and-bound and one on dynamic pr ogramming. An overall exact algorithm is obtained by combining these t wo approaches. Extensive computational experiments show the effectiven ess of the proposed algorithm.