Mixed Integer Programming versus Evolutionary Computation for Optimizing a Hard Real-World Staff Assignment Problem.
Jannik PetersDaniel StephanIsabel AmonHans GawendowiczJulius LischeidLennart SalabarriaJonas UmlandFelix WernerMartin S. KrejcaRalf RothenbergerTimo KötzingTobias FriedrichPublished in: ICAPS (2019)
Keyphrases
- evolutionary computation
- mixed integer programming
- real world
- evolutionary algorithm
- genetic programming
- computational intelligence
- column generation
- machine learning and data mining
- genetic algorithm
- mixed integer
- production planning
- lot sizing
- fitness function
- lagrangian relaxation
- fuzzy logic
- simulated annealing
- np hard
- data mining
- artificial neural networks
- artificial intelligence
- machine learning
- optimization problems
- combinatorial optimization
- dynamic programming
- cost function