Title :
Distributed simulation of coloring graph vertices
Author :
Soklic, Milan E. ; Zerovnik, Janez
Author_Institution :
Dept. of Electr. Eng., North Dakota State Univ., Fargo, ND, USA
Abstract :
The problem of coloring graph vertices, known to be NP-complete, is discussed. The authors present an alternative solution to this problem as a distributed simulation which uses a parallel randomized heuristic algorithm for making local decisions to color graph vertices. The algorithm is based on an inter-particle system from statistical mechanics. Since the algorithm works locally, it is likely to be highly parallel. The simulation of a coloring process on n vertices of a graph can be seen as a set of n distributed processes running in parallel. The simulation algorithm is implemented in Occam 2 language and runs on a transputer system
Keywords :
computational complexity; discrete event simulation; graph colouring; heuristic programming; NP-complete; Occam 2 language; coloring graph vertices; distributed processes; distributed simulation; inter-particle system; parallel randomized heuristic algorithm; simulation algorithm; statistical mechanics; transputer system; Computational modeling; Concurrent computing; Decision making; Distributed computing; Heuristic algorithms; Mathematics; NP-complete problem; Neodymium; Polynomials; Problem-solving;
Conference_Titel :
Simulation Symposium, 1991., Proceedings of the 24th Annual
Conference_Location :
New Orleans, LA
Print_ISBN :
0-8186-2169-9
DOI :
10.1109/SIMSYM.1991.151495