Optimization Methods and MATLAB Programming Design

Optimization Methods and MATLAB Programming Design covering various optimization algorithms including constrained penalty function method, complex method, coordinate rotation method, multiplier method, simplex method, cutting plane method, particle swarm optimization, genetic algorithm, and other optimization techniques with MATLAB implementation details.

Constrained Optimization Algorithms

MATLAB implementations for constrained optimization algorithms including: minRosen.m - Rosen's gradient projection method, minFactor.m - multiplier method (method of multipliers), minconPS.m - coordinate rotation method, minPF.m - exterior penalty function method, minMixFun.m - mixed penalty function method, minJSMixFun.m - accelerated mixed penalty function method