Parallelism vs. speculation: exploiting speculative genetic algorithm on GPU.
Yanchao LuLong ZhengLi LiMinyi GuoPublished in: PMAM@PPoPP (2015)
Keyphrases
- genetic algorithm
- parallel computation
- parallel computing
- parallel processing
- real time
- multi objective
- fitness function
- parallel architectures
- evolutionary algorithm
- simulated annealing
- genetic algorithm ga
- shared memory
- parallel implementation
- graphics hardware
- genetic operators
- multi objective optimization
- parallel algorithm
- neural network
- evolutionary computation
- hybrid ga
- immune genetic algorithm
- encoding scheme
- artificial neural networks
- graphics processing units
- parallel programming
- learning algorithm
- control system
- genetic search
- multithreading
- real coded
- gpu implementation
- gpu accelerated
- crossover operator
- database