Abstract
This chapter gives introduction to evolutionary techniques. Then it presents the problem formulation for load frequency control with evolutionary particle swarm optimization. It gives the application of particle swarm optimization (PSO) in load frequency control; also, it illustrates the use of an adaptive weight particle swarm optimization (AWPSO) and adaptive accelerated coefficients based PSO (AACPSO). Furthermore, it introduces a new modification for AACPSO technique (MAACPSO). The new technique is explained. A well-done comparison will be given in this chapter for these above-mentioned techniques. A reasonable discussion on the obtained results will be displayed. The obtained results are promising.
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