%0 Journal Article %T Path Planning of Fluid Dispensing System Based on Ant Colony Optimization
基于蚁群优化的点胶控制系统路径规划 %A MA Jun %A MEI Tao %A HUANG Jian %A
马俊 %A 梅涛 %A 黄健 %J 计算机系统应用 %D 2010 %I %X Fluid dispensing is an important process of Electronic Packaging. In order to improve the low efficiency of the commonly with X/Y-axis optimization algorithm in traditional dispensing process, this paper introduces the Ant Colony Optimization (ACO) algorithm to optimize the dispensing route in offline mode. Extensive simulations show that it greatly outperforms the commonly used X/Y-axis optimization and the dispensing route generated is roughly 50% shorter than X/Y-axis optimization when the holes are close to random distribution, which improves the productivity greatly, especially in batch processing cases. %K Fluid dispensing %K path planning %K ant colony optimization %K traveling salesman problem
点胶 %K 电子封装 %K 路径规划 %K 蚁群优化 %K 旅行商问题 %U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=D4F6864C950C88FFCE5B6C948A639E39&aid=62489C819D095955EFFBF9068DF20E3A&yid=140ECF96957D60B2&vid=2A8D03AD8076A2E3&iid=CA4FD0336C81A37A&sid=D997634CFE9B6321&eid=771152D1ADC1C0EB&journal_id=1003-3254&journal_name=计算机系统应用&referenced_num=0&reference_num=11