Title :
Don´t push me! Collision-avoiding swarms
Author :
Blackwell, T.M. ; Bentley, P.
Author_Institution :
Dept. of Comput. Sci., Univ. Coll. London, UK
fDate :
6/24/1905 12:00:00 AM
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
Keywords :
evolutionary computation; music; optimisation; collision avoiding forces; collision-avoiding swarms; dynamic optimisation; improvised music; particle attraction; particle swarm algorithm; Acceleration; Application software; Coherence; Computer science; Educational institutions; Music; Particle swarm optimization; Particle tracking; Shape; Target tracking;
Conference_Titel :
Evolutionary Computation, 2002. CEC '02. Proceedings of the 2002 Congress on
Conference_Location :
Honolulu, HI
Print_ISBN :
0-7803-7282-4
DOI :
10.1109/CEC.2002.1004497