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- W2897473602 abstract "In this paper it is analyzed the application of two meta-heuristic methods, Differential Evolution and Simulated Annealing, for the geometric optimization of a complex cavity intruded into a heat conducting solid wall. The geometric evaluation is performed with the Constructal Design method, which is used to define the performance parameter, constraints and degrees of freedom of the problem to be optimized. The main purpose of this work is the comparison between the results of these two meta-heuristics, mainly for reproduction of the effect of degrees of freedom over the thermal performance of the studied problem. The experiment consists on the simulation of thirty runs for each algorithm, with different values for the configuration parameters, and also four versions of Differential Evolution and five versions of Simulated Annealing. The optimization results show that the meta-heuristic algorithms and their parameter configurations are important for proper prediction of the effect of degrees of freedom over the thermal performance and definition of system design. Results also indicated that one of the Differential E volution algorithms led to the best and most robust performance. Therefore, the significant contribution here is the recommendation of the more reliable meta-heuristic, and its correct parameters for the studied problem." @default.
- W2897473602 created "2018-10-26" @default.
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- W2897473602 date "2018-12-21" @default.
- W2897473602 modified "2023-09-23" @default.
- W2897473602 title "COMPARISON BETWEEN DIFFERENTIAL EVOLUTION AND SIMULATED ANNEALING ALGORITHMS APPLIED TO THE CONSTRUCTAL DESIGN OF DOUBLE-T SHAPED CAVITIES" @default.
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