Title :
Scatter search for real-time scheduling with timing, precedence and exclusion constraints
Author :
Bouridah, Adel ; Drias, Habiba ; Laalaoui, Yacine
Author_Institution :
Mila Univ. Center, Mila, Algeria
Abstract :
Tasks scheduling is one of the most important challenges in embedded hard-real-time systems. The problem is known to be NP-Hard and exhaustive search algorithms have no significant benefit in large-scale context. This paper proposes a scatter search based approach for mono-processor systems with timing, precedence and exclusion constraints with no preemption. An empirical study is undertaken and comparison is done with results of previous works.
Keywords :
embedded systems; optimisation; scheduling; search problems; NP-Hard problem; embedded hard-real time system; exclusion constraints; monoprocessor system; real-time scheduling; scatter search based approach; task scheduling; Generators; Processor scheduling; Real time systems; Search problems; Silicon; Synchronization; Scatter search; meta-heuristic; pre-run-time scheduling; real-time;
Conference_Titel :
Machine and Web Intelligence (ICMWI), 2010 International Conference on
Conference_Location :
Algiers
Print_ISBN :
978-1-4244-8608-3
DOI :
10.1109/ICMWI.2010.5648002