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Research on task allocation of multi-target search with swarm robots

机译:群机器人多目标搜索任务分配研究

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摘要

One of basic problems of multi-target search in swarm robotics is how to allocate the tasks of searching targets among robots. In this paper, the formal description of the problem of multi-target search and task allocation are presented. Inspired by division labour of wasp swarm, the strategy of task allocation of multi-target search based on the response threshold model in swarm robotics is prompted. The states of robots are divided into wander, search and marking target. Robots adopts random search in global search phase and particle swarm algorithm in local search in order to illustrate the effectiveness of the strategy. Simulation results show the method is effective and feasible.
机译:群机器人中多目标搜索的基本问题之一是如何在机器人之间分配搜索目标的任务。本文对多目标搜索和任务分配问题进行了形式化描述。在黄蜂群分工的启发下,提出了基于响应阈值模型的群机器人多目标搜索任务分配策略。机器人的状态分为漫游,搜索和标记目标。为了说明该策略的有效性,机器人在全局搜索阶段采用随机搜索,在局部搜索中采用粒子群算法。仿真结果表明该方法是有效可行的。

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