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Metaheuristic Optimization of a Discrete Array of Radiant Heaters

机译:辐射加热器离散阵列的元启发式优化

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The design of radiant enclosures is an active area of research in radiation heat transfer. When design variables are discrete such as for radiant heater arrays with on-off control of individual heaters, current methods of design optimization fail. This paper reports the development of a metaheuristic thermal radiation optimization approach. Two metaheuristic optimization methods are explored: simulated annealing and tabu search. Both approaches are applied to a combinatorial radiant enclosure design problem. Configuration factors are used to develop a dynamic neighborhood for the tabu search algorithm. Results are presented from the combinatorial optimization problem. Tabu search with a problem specific dynamic neighborhood definition is shown to find better solutions than the benchmark simulated annealing approach in less computation time.
机译:辐射罩的设计是辐射传热研究的活跃领域。当设计变量是离散的(例如对于具有单独加热器的开关控制的辐射加热器阵列)时,当前的设计优化方法将失败。本文报告了一种元启发式热辐射优化方法的发展。探索了两种元启发式优化方法:模拟退火和禁忌搜索。两种方法都适用于组合辐射罩设计问题。配置因子用于开发禁忌搜索算法的动态邻域。结果来自组合优化问题。禁忌搜索具有问题特定的动态邻域定义,可以在更少的计算时间内找到比基准模拟退火方法更好的解决方案。

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