Article

Article title PLASEMENT ON THE BASIS OF THE BEER COLONY METHOD
Authors B.K. Lebedev, V.B. Lebedev
Section SECTION I. EVOLUTIONARY MODELLING, GENETIC AND BIONIC ALGORITHMS
Month, Year 12, 2010 @en
Index UDC 681.325
DOI
Abstract In work the algorithm of the decision of a placing problem, on the basis of modeling of a beer colony behaviour is considered. Models of behaviour of scouts agents and foragers agents, search engines and a choice of positions in the set vicinity are described. The general structure of optimization process is resulted. Experimental researches were spent on IBM PC. In comparison with existing algorithms improvement of results is reached.

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Keywords Swarm intelligence; a beer colony; adaptive behaviour; self-organizing; placement; op- timization.
References 1. Лебедев Б.К., Лебедев О.Б. Методы размещения. Монография. – Таганрог: Изд-во ТРТУ, 2006.
2. Engelbrecht A.P. Fundamentals of Computational Swarm Intelligence. John Wiley & Sons, Chichester, UK, 2005.
3. 3.Курейчик В.М., Лебедев Б.К., Лебедев О.Б. Поисковая адаптация: теория и практика. – М.: Физматлит, 2006.
4. Курейчик В.М., Лебедев Б.К., Лебедев О.Б. Адаптация в задачах проектирования топологии. // Проблемы разработки перспективных микро- и наноэлектронных систем. – 2010.
Сборник научных трудов / Под ред. А.Л. Стемпковского. – М.: ИППМ РАН, 2010. – С. 170-177.
5. Lučić P., Teodorović D. Computing with Bees: Attacking Complex Transportation Engineering Problems // International Journal on Artificial Intelligence Tools. – 2003. – № 12. – P. 375-394.
6. Teodorović D., Dell’Orco M. Bee Colony Optimization – a Cooperative Learning Approach to Complex Transportation Problems // Advanced OR and AI Methods in Transportation: Proceedings of 16th Mini–EURO Conference and 10th Meeting of EWGT (13-16 September 2005). – Poznan: Publishing House of the Polish Operational and System Research, 2005. – P. 51-60.
7. Quijano N., Passino K.M. Honey Bee Social Foraging Algorithms for Resource Allocation: Theory and Application. – Columbus: Publishing house of the Ohio State University, 2007. – 39 p.
8. Clerc M. Particle Swarm Optimization. ISTE, London, UK, 2006.
9. Курейчик В.В., Полупанова Е.Е. Эволюционная оптимизация на основе алгоритма колонии пчел // Известия ЮФУ. Технические науки. – 2009. – № 12 (101). – С. 41-46.
10. Курейчик В.М., Лебедев Б.К., Лебедев О.Б. Решение задачи размещения на основе эволюционного моделирования // Известия Академии наук. Теория и системы управления. – 2007. – № 4. – С. 78-90.

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