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…

5 years ago

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…

5 years ago

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…

5 years ago

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…

5 years ago

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…

5 years ago

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…

5 years ago

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…

5 years ago

Matlab Code of Genetic Algorithm for Precedence-constrained Production Sequencing and Scheduling

Hello everyone! I'm going to show you a Genetic Algorithm for precedence-constrained production sequencing and scheduling problem. This is a…

5 years ago

Matlab Code of Particle Swarm Optimization (PSO)

Hello everyone and welcome. I’m going to show you a simple but effective Matlab code of Particle Swarm Optimization (PSO)…

5 years ago