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Don't push me! Collision-avoiding swarms

Blackwell, TM; Bentley, P; (2002) Don't push me! Collision-avoiding swarms. In: Proceedings of the 2002 Congress on Evolutionary Computation, CEC 2002. (pp. 1691 - 1696).

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Abstract

This paper examines a particle swarm algorithm which has been applied to the generation of interactive, improvised music. An important feature of this algorithm is a balance between particle attraction to the centre of mass and repulsive, collision avoiding forces. These forces are not present in the classic particle swarm optimisation algorithms. A number of experiments illuminate the nature of these new forces and it is suggested that the algorithm may have applications to dynamic optimisation problems. © 2002 IEEE.

Type:Proceedings paper
Title:Don't push me! Collision-avoiding swarms
DOI:10.1109/CEC.2002.1004497
UCL classification:UCL > School of BEAMS > Faculty of Engineering Science > Computer Science

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