Task Allocation and Precedence Relations for Distributed Real-Time Systems
IEEE Transactions on Computers
Genetic algorithms + data structures = evolution programs (3rd ed.)
Genetic algorithms + data structures = evolution programs (3rd ed.)
Banking and Finance on the Internet
Banking and Finance on the Internet
Tabu Search
Electronic Commerce: Law and Practice
Electronic Commerce: Law and Practice
Grid resource management: state of the art and future trends
Grid resource management: state of the art and future trends
Multiobjective Evolutionary Algorithms: Analyzing the State-of-the-Art
Evolutionary Computation
Comparison of Multiobjective Evolutionary Algorithms: Empirical Results
Evolutionary Computation
Muiltiobjective optimization using nondominated sorting in genetic algorithms
Evolutionary Computation
AWIC'05 Proceedings of the Third international conference on Advances in Web Intelligence
WSEAS Transactions on Information Science and Applications
Stochastic optimization algorithm with probability vector
CI'10 Proceedings of the 4th WSEAS international conference on Computational intelligence
WSEAS Transactions on Information Science and Applications
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Reliability and the load balancing are crucial factors for a quality evaluation of distributed systems. Load balancing of the Web servers can be implemented by reduction of the workload of the bottleneck computer what improves both a performance of the system and the safety of the bottleneck computers. An evolutionary algorithm based on a tabu search procedure is discussed for multi-criteria optimization of distributed systems A tabu mutation is applied for minimization the workload of the bottleneck computer. It can be obtained by task assignment as well as selection of suitable computer sorts. Moreover, a negative selection procedure is developed for improving nonadmissible solutions. Some numerical results are submitted.