Improved particle swarm optimization (PSO) algorithm

This tool can be used for every type of optimization problem (minimization / maximization / fitting, single / multi objective).

Two test cases are shown:

• TestCase01_SingleObjFunOpt: Experimental data fitting.
• TestCase02_MultiObjFunOpt

How to run:

• Open the folder associated to one of the two test cases;
• Run "Fitting.m" or "Minimization.m" according to the test case you have choosen

How to modify it:

• Open the folder associated to one of the two test cases;
• Modify the script to calculate the objective function to be optimized in the "ObjFun_fun.m" file mantaining the input and output data formats;
• Modify the parameters in the main file ("Fitting.m" or "Minimization.m" according to the best case you have choosen)
• Run the main file ("Fitting.m" or "Minimization.m" according to the best case you have choosen)

Other usages:

• Optimization of dynamic models on Simulink (look at my other projects on the File Exchange portal)

Contacts:

• Federico Giai Pron ([e-mail])
• Support me: https://ko-fi.com/fgp310592