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simulated annealing |
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The now commonly employed optimisation methods of simulated annealing and evolutionary algorithms (which include genetic algorithms) possess distinct advantages over the Monte-Carlo [2] and grid search [3-4] methods previously employed, in that they search the relevant parameter space in a much more efficient manner. The list of enhancements includes a new efficient exploratory optimization technique--Multi-Island Genetic Algorithm, an updated Adaptive Simulated Annealing technique, and approximation model enhancements addition of Kriging and 3rd and 4th order Response Surface Models. We used a simulated annealing version of the well-known simplex method for this purpose. |
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