This repository constains implementations of various metaheuristic algorithms, including:
- Random Mutation Hill Climbing (RMHC)
- Simulated Annealing (SA)
- Evolution Algorithms (EA)
- Genetic Algoritms (GA)
- Mexican Axolotl Optimization (MAO) (https://www.mdpi.com/2227-7390/9/7/781)
These algorithms are applied to the following problems:
- Travelling Salesman Problem (TSP)
- Knapsack Problem (KP)
- Quadratic Function Minimization
- CEC 2017 Benchmark Functions (https://github.com/tilleyd/cec2017-py/tree/master?tab=readme-ov-file)