A Library to Run Evolutionary Algorithms in the Cloud Using MapReduce.
Pedro FazendaJames McDermottUna-May O'ReillyPublished in: EvoApplications (2012)
Keyphrases
- evolutionary algorithm
- cloud computing
- multi objective
- evolutionary computation
- genetic programming
- differential evolution
- optimization problems
- simulated annealing
- multi objective optimization
- data analytics
- map reduce
- fitness function
- data management
- genetic algorithm
- differential evolution algorithm
- service providers
- evolution strategy
- evolutionary process
- mapreduce framework
- data center
- distributed processing
- hyper heuristics
- evolutionary search
- neural network
- parallel processing
- crossover operator
- initial population
- virtual machine
- evolutionary strategy
- big data
- genetic algorithm ga
- constrained optimization problems
- optimization algorithm
- social networks
- database
- island model
- high performance data mining