Adaptive Polyclonal Programming Algorithm with Applications
ICCIMA '03 Proceedings of the 5th International Conference on Computational Intelligence and Multimedia Applications
Predictive models for the breeder genetic algorithm i. continuous parameter optimization
Evolutionary Computation
A multiagent evolutionary algorithm for combinatorial optimization problems
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
An orthogonal genetic algorithm with quantization for globalnumerical optimization
IEEE Transactions on Evolutionary Computation
An organizational coevolutionary algorithm for classification
IEEE Transactions on Evolutionary Computation
A novel genetic algorithm based on immunity
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
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Inspired by the searching model proposed by Kleinberg in a small-world network and based on a novel proposed description that an optimization can be described as a process where information transmitted from a candidate solution to the optimal solution in solution space of problems, where the solution space can also be regarded as a small-world network and each solution as a node in the small-world network, a new optimization strategy with small-world effects was formulated in this paper. The analysis and the simulation experiments in the global numerical optimization problems indicated that the method achieved a fast convergence rate and obtained a good searching performance in optimization.