A Fair Comparison of Modern CPUs and GPUs Running the Genetic Algorithm under the Knapsack Benchmark.
Jirí JarosPetr PospichalPublished in: EvoApplications (2012)
Keyphrases
- genetic algorithm
- parallel processing
- neural network
- real world
- knapsack problem
- comparative analysis
- general purpose
- commodity hardware
- computational power
- optimization method
- fitness function
- genetic programming
- dynamic programming
- multi objective
- crossover operator
- evolutionary algorithm
- packing problem
- graphics processing units
- graphics hardware
- data sets