An integer programming approach to inductive learning using genetic algorithm.
Janusz KacprzykGrazyna SzkatulaPublished in: IEEE Congress on Evolutionary Computation (2002)
Keyphrases
- inductive learning
- integer programming
- genetic algorithm
- knowledge acquisition
- machine learning
- np hard
- constraint programming
- linear programming
- column generation
- explanation based learning
- multi objective
- evolutionary algorithm
- lagrangian relaxation
- set covering
- ai planning
- lazy learning
- cutting plane
- set covering problem
- feature generation
- production planning
- fitness function
- genetic algorithm ga
- cutting plane algorithm
- vehicle routing problem with time windows
- valid inequalities
- integer program
- domain theory
- inductive logic programming
- simulated annealing
- genetic programming
- evolutionary computation
- integer programming formulations
- metaheuristic
- tabu search
- ant colony optimization
- set partitioning