Multi-agent cooperation using the ant algorithm with variable pheromone placement | IEEE Conference Publication | IEEE Xplore

Multi-agent cooperation using the ant algorithm with variable pheromone placement


Abstract:

The ant algorithm was created by examining real life ant colonies and developing an algorithm to use the concept of "stigmergy" to approach multi-agent problems with dist...Show More

Abstract:

The ant algorithm was created by examining real life ant colonies and developing an algorithm to use the concept of "stigmergy" to approach multi-agent problems with distributed control. As agents work on tasks, more agents attempt difficult tasks. Task deadlock occurs when agents attempt impossible tasks indefinitely. Previous research avoids task deadlock through adaptive attenuation factors. This research investigates increasing algorithm effectiveness through variable pheromone placement. Results of computational experiments are presented demonstrating the increased effectiveness of the new algorithm.
Date of Conference: 02-05 September 2005
Date Added to IEEE Xplore: 12 December 2005
Print ISBN:0-7803-9363-5

ISSN Information:

Conference Location: Edinburgh, UK

Contact IEEE to Subscribe

References

References is not available for this document.