Parallel implementation of a random search procedure: an experimental study

Authors:
Nikolai K. Krivulin;Dennis Guster;Charles Hall
Affiliations:
Faculty of Mathematics and Mechanics, St. Petersburg State University, St. Petersburg, Russia;G.R. Herberger College of Business, St. Cloud State University, St. Cloud, MN;G.R. Herberger College of Business, St. Cloud State University, St. Cloud, MN
Venue:
SMO'05 Proceedings of the 5th WSEAS international conference on Simulation, modelling and optimization
Year:
2005

Citing 2
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Abstract

We consider discrete optimization problems with the objective functions which can be defined as a response to a controllable real-time process, or obtained through computer simulation. To solve the problems, a random search algorithm and its parallel implementation are developed. A performance analysis of both serial and parallel algorithms is given, and related numerical results are discussed.