Heterogeneous Cooperative Co-Evolution Memetic Differential Evolution Algorithm for Big Data Optimization Problems.
Nasser R. SabarJemal H. AbawajyJohn YearwoodPublished in: IEEE Trans. Evol. Comput. (2017)
Keyphrases
- big data
- differential evolution algorithm
- evolutionary algorithm
- differential evolution
- optimization problems
- global numerical optimization
- cloud computing
- metaheuristic
- data management
- data analysis
- evolutionary computation
- multi objective
- traveling salesman problem
- data processing
- big data analytics
- social media
- optimization method
- convergence speed
- simulated annealing
- optimization methods
- business intelligence
- fitness function
- genetic algorithm
- particle swarm optimization pso
- optimization algorithm
- control parameters
- knowledge discovery
- combinatorial optimization
- genetic programming
- vast amounts of data
- data science
- cost function
- particle swarm optimization
- crossover operator
- data warehousing
- databases
- objective function
- particle swarm
- neural network