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A Grid-based Ant Colony Algorithm for Automatic 3D Hose Routing

机译:一种用于自动3D软管路由的基于网格蚁群算法

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Ant Colony Algorithms applied to difficult combinatorial optimization problems such as the traveling salesman problem (TSP) and the quadratic assignment problem. In this paper we propose a grid-based ant colony algorithm for automatic 3D hose routing. Algorithm uses the tessellated format of the obstacles and the generated hoses in order to detect collisions. The representation of obstacles and hoses in the tessellated format greatly helps the algorithm towards handling free-form objects and speed up the computations. The performance of the algorithm has been tested on a number of 3D models.
机译:蚁群算法应用于困难的组合优化问题,例如旅行推销员问题(TSP)和二次分配问题。本文提出了一种基于网格的蚁群算法,用于自动3D软管路由。算法使用障碍物的曲面状格式和生成的软管,以便检测碰撞。曲面形式的障碍物和软管的表示极大地帮助算法对处理自由形式对象并加速计算。算法的性能已经在许多3D模型上进行了测试。

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