Enhanced Particle Swarm Optimization
Standard Particle Swarm Optimization (PSO) tends to converge prematurely, making it challenging to find the global optimum, necessitating algorithmic improvements.
MATLAB Implementation of Adaptive Genetic Algorithm
The adaptive genetic algorithm achieves high computational speed but tends to suffer from premature convergence. This program effectively addresses this issue through dynamic parameter adjustment and fitness-based operator adaptation.