Running genetic algorithms on Hadoop for solving high dimensional optimization problems.
Güngör YildirimIbrahim Riza HallacGalip AydinYetkin TatarPublished in: CoRR (2018)
Keyphrases
- optimization problems
- high dimensional
- genetic algorithm
- evolutionary algorithm
- metaheuristic
- combinatorial optimization
- nonlinear programming
- continuous optimization problems
- cost function
- traveling salesman problem
- open source
- sparse data
- optimization method
- constrained problems
- artificial neural networks
- distributed systems
- convex optimization problems
- discrete optimization problems
- evolutionary computation
- fitness function
- optimization methods
- neural network
- simulated annealing
- multi objective
- differential evolution
- low dimensional
- high dimensionality
- data sets
- nearest neighbor
- nonlinear optimization problems
- tabu search
- fuzzy logic
- variable selection
- similarity search
- data points
- dimensionality reduction
- objective function
- knapsack problem
- cloud computing platform