Big optimization with genetic algorithms: Hadoop, Spark, and MPI.
Carolina SaltoGabriela F. MinettiEnrique AlbaGabriel LuquePublished in: Soft Comput. (2023)
Keyphrases
- genetic algorithm
- big data
- optimization method
- open source
- evolution strategy
- neural network
- function optimization
- general purpose
- parameter optimization
- multi objective
- optimization problems
- genetic programming
- optimization process
- high performance computing
- global search
- constrained optimization
- tabu search
- metaheuristic
- cloud computing
- evolutionary algorithm
- case study
- global optimization
- cost model
- combinatorial optimization
- particle swarm optimization
- data processing
- multi population