Article ID Journal Published Year Pages File Type
700343 Control Engineering Practice 2008 9 Pages PDF
Abstract

This paper addresses the cooperation problem for a team of mobile robots in adversarial environments. Considering the mutual influence among the robots, two key factors are defined: the impact factor and the suffering factor. A stochastic assignment model is built, based on the geometric topology of the targets, through which the robots can exhibit temporal cooperation. To reduce computational complexity, a genetic algorithm is employed to optimize the relative weights of the impact factor and the suffering factor, and after that, the Improved Hungarian Algorithm is used to solve the assignment problem. Both simulation and experimental results demonstrate the effectiveness of the proposed method.

Related Topics
Physical Sciences and Engineering Engineering Aerospace Engineering
Authors
, , ,