DiGamma: Domain-aware Genetic Algorithm for HW-Mapping Co-optimization for DNN Accelerators.
Sheng-Chun KaoMichael PellauerAngshuman ParasharTushar KrishnaPublished in: CoRR (2022)
Keyphrases
- genetic algorithm
- optimization method
- optimization problems
- optimization algorithm
- real coded
- global optimization
- evolutionary algorithm
- domain independent
- genetic programming
- multi population
- fuzzy logic
- harmony search
- parameter optimization
- optimization process
- artificial neural networks
- optimization model
- immune genetic algorithm
- evolution strategy
- penalty function
- data sets
- constrained optimization
- differential evolution
- ant colony optimization
- domain experts
- simulated annealing
- multi objective
- expert systems
- neural network