DocumentCode :
480824
Title :
Constant Cost of the Computation-Unit in Efficiency Graphs for DCOP Solvers
Author :
Silaghi, Marius C. ; Lass, Robert N. ; Sultanik, Evan A. ; Regli, William C. ; Matsui, Toshihiro ; Yokoo, Makoto
Author_Institution :
Florida Tech, Melbourne, FL
Volume :
2
fYear :
2008
fDate :
9-12 Dec. 2008
Firstpage :
380
Lastpage :
384
Abstract :
We show how to ensure a constant cost for the computation-unit in graphs depicting the number of (sequential) computation-units at different (distributed) problem sizes. We report empirical evaluation with ADOPT revealing that the computation cost associated with constraint check (commonly used - and assumed constant - in ENCCCs evaluations) actually varies with the problem size, by orders of magnitude. We therefore propose better computation-units based on a basket of weighted constraint-checks and contexts processing operations.
Keywords :
computational complexity; constraint theory; distributed algorithms; graph theory; optimisation; ADOPT; DCOP solver; distributed constraint optimization algorithm; empirical evaluation; graph computation-unit cost; time complexity; weighted constraint-check; Clocks; Computational efficiency; Cost function; Delay; Distributed computing; Intelligent agent; Logic; Particle measurements; Proposals; Random number generation; distributed constraint reasoning; metrics;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Web Intelligence and Intelligent Agent Technology, 2008. WI-IAT '08. IEEE/WIC/ACM International Conference on
Conference_Location :
Sydney, NSW
Print_ISBN :
978-0-7695-3496-1
Type :
conf
DOI :
10.1109/WIIAT.2008.427
Filename :
4740652
Link To Document :
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