Scalable Distributed Genetic Algorithm Using Apache Spark (S-GA).
Fahad MaqboolSaad RazzaqJens LehmannHajira JabeenPublished in: ICIC (1) (2019)
Keyphrases
- genetic algorithm
- scalable distributed
- genetic algorithm ga
- fitness function
- open source
- open source software
- genetic operators
- hybrid genetic algorithm
- messy genetic algorithm
- hybrid ga
- crossover and mutation
- artificial neural networks
- genetic programming
- simulated annealing
- multi objective
- evolutionary algorithm
- neural network
- metaheuristic
- optimization method
- hybrid algorithm
- partner selection
- real coded
- fuzzy logic
- genetic algorithm is employed
- web server
- file system
- multi objective optimization
- particle swarm optimization
- mutation operator
- evolutionary computing
- population size
- tabu search
- evolutionary computation
- job shop scheduling problem
- crossover operator
- particle swarm optimization pso
- crossover and mutation operators
- genetic optimization
- genetic algorithm to solve
- multi robot cooperative
- parallel genetic algorithm
- binary strings
- open source projects
- initial population
- constrained optimization
- ant colony optimization
- information retrieval systems
- case study