metaheuristics-algorithms

Tasks for "metaheuristics algorithms" course at the Faculty of Fundamental Problems of Technology (WPPT), Wrocław University of Science and Technology (PWr).

Assignment list contents:

List 1.

• Introduction to Tabu Search -- Happy Cat and Griewank function optimization
• TSP using Tabu Search
• Agent Walk using Tabu Search

List 2.

• Introduction to simulated annealing -- Salomon function
• image approximation using SA -- minimalizing MSE for two matrixes with given constraints
• Agent Walk through the maze using SA

List 3.

• Introduction to population algorithms
• Scrabble-like highest value word finder using genetic algorithms -- maximizing the score for words which can be produced with provided letters. Each letter has its own defined score.
• Agent Walk through the maze using genetic algorithms