Solver-Based Fitness Function for the Data-Driven Evolutionary Discovery of Partial Differential Equations.
Mikhail MaslyaevAlexander HvatovPublished in: CEC (2022)
Keyphrases
- fitness function
- partial differential equations
- data driven
- genetic algorithm
- evolutionary computation
- evolutionary process
- genetic programming
- evolutionary search
- evolutionary algorithm
- fitness evaluation
- anisotropic diffusion
- mutation rate
- genetic algorithm ga
- image denoising
- level set
- image processing
- numerical solution
- image enhancement
- genetic operators
- evolutionary strategy
- multiscale
- fourth order
- finite difference
- search space
- differential equations
- finite difference method
- particle swarm
- crossover operator
- crossover and mutation
- multi objective
- numerical scheme
- numerical algorithms
- diffusion equation
- energy functional
- numerical methods
- boundary value problem
- population size
- mutation operator
- neural network
- high order
- edge detection
- fitness landscape
- input image
- object recognition
- conservation laws
- pattern recognition
- nonlinear partial differential equations