The following information was submitted:
Transactions: WSEAS TRANSACTIONS ON SYSTEMS
Transactions ID Number: 28-920
Full Name: Jerzy Balicki
Position: Associate Professor
Age: ON
Sex: Male
Address: Naval University of Gdynia, ul. Smodowicz\a 69, 81-103 Gdynia
Country: POLAND
Tel: 604 204 726
Tel prefix: +48
Fax:
E-mail address: Balicki@chello.pl
Other E-mails: JBalicki@interia.pl
Title of the Paper: Some Numerical Experiments on Multi-criterion Tabu Programming for Finding Pareto-optimal Solutions
Authors as they appear in the Paper: Jerzy Balicki
Email addresses of all the authors: Balicki@chello.pl
Number of paper pages: 10
Abstract: Decision making for complex systems is based on multi-criterion-optimization. A decision making support can be applied to find the Pareto solutions. Multi-criterion tabu programming is a new paradigm for that task. Similarly to rules applied in the genetic programming, tabu programming solves problems by using a tabu algorithm that modifies some computer programs. We consider the multi-criterion problem of task assignment, where both a workload of a bottleneck computer and the cost of system are minimized; in contrast, a reliability of the distributed system is maximized. Furthermore, there are constraints for the performance of the distributed systems and the probability that all tasks meet their deadlines. What is more, constraints related to memory limits and computer locations are imposed on the feasible task assignment. Finally, results of some numerical experiments have been presented.
Keywords: Tabu search algorithm, Multi-criterion optimization, Genetic programming
EXTENSION of the file: .pdf
Special (Invited) Session: Multi-criterion Decision Making by Artificial Intelligence Techniques
Organizer of the Session: 609553
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