Developing Genetic Algorithms Using Different MapReduce Frameworks: MPI vs. Hadoop.
Carolina SaltoGabriela F. MinettiEnrique AlbaGabriel LuquePublished in: CAEPIA (2018)
Keyphrases
- genetic algorithm
- cloud computing
- map reduce
- parallel computing
- distributed computing
- mapreduce framework
- neural network
- open source
- general purpose
- particle swarm optimization
- data analytics
- parallel implementation
- data intensive
- distributed systems
- fuzzy logic
- fitness function
- parallel programming
- big data
- genetic programming
- message passing
- simulated annealing
- population size
- high performance computing
- evolutionary algorithm
- genetic search
- parallel processing
- commodity hardware
- high performance data mining
- shared memory
- efficient implementation
- data management
- multi objective
- data mining