Multi-Objective Optimization Using Evolutionary Algorithms
Multi-Objective Optimization Using Evolutionary Algorithms
Evolutionary Algorithms for Solving Multi-Objective Problems
Evolutionary Algorithms for Solving Multi-Objective Problems
Genetic Algorithms and the Immune System
PPSN I Proceedings of the 1st Workshop on Parallel Problem Solving from Nature
Generating Optimal Repertoire of Antibody Strings in an Artificial Immune System
Proceedings of the IIS'2000 Symposium on Intelligent Information Systems
Comparison of Multiobjective Evolutionary Algorithms: Empirical Results
Evolutionary Computation
Evolutionary algorithms, homomorphous mappings, and constrained parameter optimization
Evolutionary Computation
An immunological approach to change detection: algorithms, analysis and implications
SP'96 Proceedings of the 1996 IEEE conference on Security and privacy
AIKED'08 Proceedings of the 7th WSEAS International Conference on Artificial intelligence, knowledge engineering and data bases
WSEAS Transactions on Information Science and Applications
Multi-criterion tabu programming for pareto-optimal task assignment in distributed computer systems
ICCOMP'08 Proceedings of the 12th WSEAS international conference on Computers
Multi-criterion decision making by artificial intelligence techniques
AIKED'09 Proceedings of the 8th WSEAS international conference on Artificial intelligence, knowledge engineering and data bases
Some numerical experiments on multi-criterion tabu programming for finding Pareto-optimal solutions
WSEAS TRANSACTIONS on SYSTEMS
ICCOMP'09 Proceedings of the WSEAES 13th international conference on Computers
An adaptive quantum-based evolutionary algorithm for multiobjective optimization
WSEAS Transactions on Systems and Control
Multi-criterion decision making in distrbiuted systems by quantum evolutionary algorithms
ECS'10/ECCTD'10/ECCOM'10/ECCS'10 Proceedings of the European conference of systems, and European conference of circuits technology and devices, and European conference of communications, and European conference on Computer science
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part III
Task allocation in distributed computing systems using adaptive particle swarm optimisation
International Journal of Computer Applications in Technology
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In this paper, an improved model of the immune system to handle constraints in multi-criteria optimization problems has been proposed. The problem that is of interest to us is the new task assignment problem for a distributed computer system. Both a workload of a bottleneck computer and the cost of machines are minimized; in contrast, a reliability of the system is maximized. Moreover, constraints related to memory limits, task assignment and computer locations are imposed on the feasible task assignment. Finally, an evolutionary algorithm based on tabu search procedure and the immune system model is proposed to provide task assignments.