TY - GEN
T1 - Particle swarm optimization using projection matrix for behavior constraints
AU - Miyashita, Tomoyuki
PY - 2006
Y1 - 2006
N2 - Particle Swam Optimization is one of useful optimization method that has a global search ability and is easy to implement. However there are some difficulties are observed for behavior constraints. This paper proposes a new approach to treat behavior constrains by projection of velocity vector of particles. By projection of velocity vector particks could approach feasible region formed by active constraints. Through several numerical examples, it is recognized better converge performance than original PSO.
AB - Particle Swam Optimization is one of useful optimization method that has a global search ability and is easy to implement. However there are some difficulties are observed for behavior constraints. This paper proposes a new approach to treat behavior constrains by projection of velocity vector of particles. By projection of velocity vector particks could approach feasible region formed by active constraints. Through several numerical examples, it is recognized better converge performance than original PSO.
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M3 - Conference contribution
AN - SCOPUS:33846550175
SN - 1563478234
SN - 9781563478239
T3 - Collection of Technical Papers - 11th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference
SP - 122
EP - 128
BT - Collection of Technical Papers - 11th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference
T2 - 11th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference
Y2 - 6 September 2006 through 8 September 2006
ER -