禁忌搜索在冻结标签问题中的应用

Hamidreza Keshavarz
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引用次数: 0

摘要

冻结标签问题是群体机器人中的一个问题。问题是这样的:有n个机器人;其中,n-1个机器人在问题开始时处于“睡眠”或“待机模式”,只有一个机器人处于“清醒”状态。只有醒着的机器人才能移动,睡着的机器人是静止的。一旦一个醒着的机器人触摸到另一个睡着的机器人,睡着的机器人就会醒来,能够移动并唤醒其他机器人。目标是最小化唤醒机器人所需的时间,并在合理的时间内解决问题。本文提出的方法是一种禁忌搜索近似算法,它改进了已有的解,并且运行时间短。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Applying Tabu Search to the Freeze-Tag Problem
The Freeze-Tag Problem is a problem in swarm robotics. The problem goes as this: there are n robots; Of these, n-1 ones are “asleep” or in “standby mode” in the beginning of the problem and only one robot is "awake". Only awake robots can move and the asleep ones are stationary. Once an awake robot touches an asleep robot by going to its exact place, the asleep robot awakens and becomes able to move and awaken the other robots. The objective is to minimize the required time to wake up the robots, and to solve the problem in a reasonable time. The method presented in this paper is a Tabu Search approximation algorithm that improves the existing solutions and its runtime is short.
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