TY - JFULL
AU - G. Parmar and S. Mukherjee and R. Prasad
PY - 2007/5/
TI - Relative Mapping Errors of Linear Time Invariant Systems Caused By Particle Swarm Optimized Reduced Order Model
T2 - International Journal of Electrical, Computer, Energetic, Electronic and Communication Engineering
SP - 693
EP - 700
EM - gp555dee@iitr.ernet.in,girish_parmar2002@yahoo.com,shmeefee@iitr.ernet.in,:rpdeefee@iitr.ernet.in
VL - 1
SN - 1307-6892
UR - http://waset.org/publications/9613
PU - World Academy of Science, Engineering and Technology
NX - International Science Index 4, 2007
N2 - The authors present an optimization algorithm for order reduction and its application for the determination of the relative mapping errors of linear time invariant dynamic systems by the simplified models. These relative mapping errors are expressed by means of the relative integral square error criterion, which are determined for both unit step and impulse inputs. The reduction algorithm is based on minimization of the integral square error by particle swarm optimization technique pertaining to a unit step input. The algorithm is simple and computer oriented. It is shown that the algorithm has several advantages, e.g. the reduced order models retain the steady-state value and stability of the original system. Two numerical examples are solved to illustrate the superiority of the algorithm over some existing methods.
ER -