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首页> 外文期刊>International Journal of Computer Applications in Technology >Solving the platform selection problem using an evolutionary algorithm
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Solving the platform selection problem using an evolutionary algorithm

机译:使用进化算法解决平台选择问题

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摘要

Contemporary manufacturing is characterised by fierce competition on price, quality and features offered. Successful manufacturers avoid developing products individually and base their products on a platform, using it as the starting point and then adding or removing components to create the desired variety. In this paper, we select the optimal platform for the production of a product family while minimising the overall production cost. The problem is formulated as an optimisation problem, minimising the production cost. Both an optimal formulation and an evolutionary strategy based on genetic algorithm are presented. The approach is illustrated with an industrial example.
机译:当代制造业的特点是在价格,质量和功能上的激烈竞争。成功的制造商避免单独开发产品,而将其产品建立在平台上,以此为起点,然后添加或删除组件以创建所需的品种。在本文中,我们为产品系列的生产选择了最佳平台,同时将总体生产成本降至最低。该问题被表述为优化问题,从而将生产成本降至最低。提出了基于遗传算法的最优公式和进化策略。通过工业示例说明了该方法。

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