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 Meta heuristic algorithms are the higher level technique which helps to find the best feasible solution out of all possible solution of an optimization problem. There are various different types ...

chemical-mechanism-optimization/├── main.py # Main script to run the genetic algorithm├── genetic_algorithm.py # Implementation of the genetic algorithm├── fitness_evaluator.py # Fitness function for ...