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A 'Learning From Human' Heuristic for Solving Unequal Circle Packing Problem

机译:a“从人类启发式学习解决不平等圈包装问题”

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摘要

Where is the spring of heuristics and meta-heuristics? Human may be a rich one. Including their feeling, thought, behavior and experience. By appreciating the human work in doing packing during the past thousands of years, we get a conception of "cave" for circle packing after a long time. According to the "maximum cave degree λ principle" for corner occupying actions, we put circles into the container from outside one after one. This is already a simple deterministic algorithm A1.0 for solving unequal circle packing problem. After combining with a heuristic bounded enumeration in each step for each comer occupying action, A1.0 is developed into a new algorithm A1.5. Experimental results show the high performance of A1.5.
机译:启发式和梅拉 - 启发式的春天在哪里?人类可能是一个富有的人。包括他们的感觉,思想,行为和经验。通过欣赏人类在过去千年中进行包装的工作,我们会在很长一段时间后获得“洞穴”的概念。根据“最大塌陷度λ原则”的角落占据动作,我们将圆圈从外部放入容器中。这已经是一个简单的确定性算法A1.0,用于解决不平等的圆包装问题。在为每个分类占用动作的每个步骤中与启发式有次枚举组合之后,将A1.0开发成新的算法A1.5。实验结果表明A1.5的高性能。

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