Symbolic Regression for Space Applications: Differentiable Cartesian Genetic Programming Powered by Multi-objective Memetic Algorithms.
Marcus MärtensDario IzzoPublished in: CoRR (2022)
Keyphrases
- genetic programming
- symbolic regression
- multi objective
- memetic algorithm
- evolutionary computation
- evolutionary algorithm
- grammar guided genetic programming
- genetic algorithm
- fitness function
- gene expression programming
- crossover operator
- multi objective optimization
- grammatical evolution
- optimization algorithm
- objective function
- tabu search
- optimization problems
- search space
- particle swarm optimization
- differential evolution
- software package
- conflicting objectives
- support vector
- artificial intelligence
- assembly line balancing
- nsga ii
- regression problems
- evolution strategy
- multiple objectives
- special case
- input space
- scheduling problem
- control system