DocumentCode
2600331
Title
The structure of assignment, precedence, and resource constraints in the ILP approach to the scheduling problem
Author
Chaudhuri, Samit ; Walker, Robert A. ; Mitchell, John
Author_Institution
Rensselaer Polytech. Inst., Troy, NY, USA
fYear
1993
fDate
3-6 Oct 1993
Firstpage
25
Lastpage
29
Abstract
Presents a general treatment of the combinatorial approach to the scheduling problem, enhancing previous formulations in the literature. The focus of this paper is a formal analysis of the integer linear programming (ILP) approach, which we use to evaluate the structure of our formulation. Polyhedral theory and duality theory are used to demonstrate that efficient solutions of the scheduling problem can be expected from a carefully formulated integer linear program. Furthermore, we use the theory of valid inequalities to tighten the constraints and make the formulation more efficient
Keywords
combinatorial mathematics; constraint theory; duality (mathematics); integer programming; linear programming; resource allocation; scheduling; assignment constraints; combinatorial approach; duality theory; efficient solutions; formal analysis; integer linear programming; polyhedral theory; precedence constraints; resource constraints; scheduling problem; valid inequalities; Constraint theory; Heuristic algorithms; High level synthesis; Integer linear programming; NP-complete problem; Scheduling algorithm; Traveling salesman problems;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Design: VLSI in Computers and Processors, 1993. ICCD '93. Proceedings., 1993 IEEE International Conference on
Conference_Location
Cambridge, MA
Print_ISBN
0-8186-4230-0
Type
conf
DOI
10.1109/ICCD.1993.393410
Filename
393410
Link To Document