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
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;
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
DOI :
10.1109/ICCD.1993.393410