Predicting CMA-ES Operators as Inductive Biases for Shape Optimization Problems.
Stephen FriessPeter TinoStefan MenzelBernhard SendhoffXin YaoPublished in: SSCI (2021)
Keyphrases
- optimization problems
- cma es
- candidate solutions
- evolution strategy
- evolutionary algorithm
- shape model
- inductive learning
- cost function
- shape features
- shape analysis
- morphological operators
- shape matching
- machine learning
- optimization methods
- metaheuristic
- shape prior
- multi objective
- objective function
- shape descriptors
- inductive logic programming
- traveling salesman problem
- test problems
- knowledge representation