JADE-Based A-Team as a Tool for Implementing Population-Based Algorithms

Authors:
Dariusz Barbucha;Ireneusz Czarnowski;Piotr Jedrzejowicz;Ewa Ratajczak;Iza Wierzbowska
Affiliations:
Gdynia Maritime University, Poland;Gdynia Maritime University, Poland;Gdynia Maritime University, Poland;Gdynia Maritime University, Poland;Gdynia Maritime University, Poland
Venue:
ISDA '06 Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications - Volume 03
Year:
2006

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Abstract

The paper proposes a JADE-based A-Team environment as a middleware supporting the implementation and execution of population-based algorithms. The paper includes an overview of the JADE-Based A-Team components and presents examples of the population-based architectures designed to obtain solutions to example combinatorial optimization problems including traveling salesman, resourceconstrained project scheduling, vehicle routing and clustering problems. Conclusions focus on advantages of the JADE-Based A-Team and on suggestions for further research.