The shortcoming of the standard genetic algorithm is analysed. An improved genetic algorithm with modified mutation operator and adaptive probabilities of crossover and mutation is proposed.

The integration of Genetic algorithm with machine learning will be helpful in solving unconstrained and constrained optimization problem. The various genetic operator like selection operator, mutation ...

Genetic Algorithm for Chemical Mechanism Optimization Overview This project implements a genetic algorithm to optimize and reduce chemical reaction mechanisms using Cantera. The goal is to create ...