Comparing Heuristics, Constraint Optimization, and Reinforcement Learning for an Industrial 2D Packing Problem.
Stefan BöhmMartin NeumayerOliver KramerAlexander SchiendorferAlois C. KnollPublished in: CoRR (2021)
Keyphrases
- constraint optimization
- packing problem
- reinforcement learning
- branch and bound search
- constraint programming
- integer programming
- constraint satisfaction
- search heuristics
- constraint networks
- search algorithm
- heuristic search
- arc consistency
- branch and bound
- arbitrary shaped
- search tree
- state space
- search strategies
- constraint satisfaction problems
- search strategy
- distributed search
- feature selection
- search methods
- orders of magnitude
- dynamic programming
- evolutionary algorithm
- multi agent
- learning algorithm