My Evolutionary Computing Lecture Project Codes Relies Here In Peace.
HW1:
Solving 8-Queens problem with Genetic Algorithm.
HW2:
Solving a problem like Colonel Blotto with Genetic Algorithm.
My task here is to implement the genetic algorithm (GA) to evolve the colonels’ strategies.
Then I made an experiment with different parameter setups. Here are some parameters that I did experiment with:
- Implementing different mutation operator.
- Implementing different selection mechanism.
- Incorporating mentioned factors in the project description pdf file into my code for simulating a war.
HW3:
Solving System Reliability Optimization problem with Evolutionary Strategy Algorithm.
In this project I asked to design an Evolution Strategy (ES) based approach to reach this goal.
Project Idea is taken from this paper:
P. Wu, L. Gao, D. Zou, and S. Li, “An improved particle swarm optimization algorithm for reliability problems,” ISA Trans., vol. 50, no. 1, pp. 71–81, 2011.
HW4:
Implementing a paper solution for Vehicle Routing Problem. It inside its folder.