Pheromone Pre-Seeding for the Construction of RFID Antenna Structures using ACO
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Lewis, A
Randall, M
Thiel, D
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J.E. Guerrero
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554338 bytes
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Brisbane, Australia
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Abstract
Ant colony optimisation is often used to construct solutions to problems for which it has no a-priori knowledge. However, decision makers and designers often have insight and practical experience concerning what constitutes good and acceptable solutions. In this paper we exploit this knowledge by applying a pre-seeding procedure to the initial pheromone structure. Using the real-world RFID antenna design problem, we show that very good solutions can be produced. Moreover, this technique allows fine tuning of the search procedure.
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Proceedings - 2010 6th IEEE International Conference on e-Science, eScience 2010
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Optimisation
Software engineering not elsewhere classified