Solving Optimization Problems

Solving a Travelling Salesman Problem (TSP) Using Adaptive Restart Genetic Algorithm

In this video, I’m going to show you a Matlab code and demonstrate the performance of an Adaptive Restart Genetic…

Real-Coded Genetic Algorithm in Matlab

Hello everyone. I have successfully developed a powerful real-coded genetic algorithm for unconstrained global optimization problems. This genetic algorithm is…

Matlab Code of a Robust Genetic Algorithm For Global Optimization

In this video, I will show you a Matlab code and test the performance of a robust genetic algorithm which…

Matlab Code of Adaptive Restart Hybrid Genetic Algorithm

Hi everyone, this is an adaptive restart hybrid genetic algorithm. This genetic algorithm is designed to overcome the weakness of…

Python Code of Particle Swarm Optimization (PSO) Algorithm

Hello everyone. In this video, I’m going to show you a Python code of Particle Swarm Optimization (PSO) algorithm and…

Python Code of Simulated Annealing Optimization Algorithm

Did you know that Simulated Annealing Optimization Algorithm is one of the top three most popular stochastic optimization algorithms for…

Matlab Code of Hybrid Genetic Algorithm for Non-linear Constrained Optimization Problems

Hello everyone. I have successfully developed a powerful Hybrid Genetic Algorithm for non-linear constrained optimization problems. This Genetic Algorithm not…