MAPO: using a committee of algorithm-experts for parallel optimization of costly functions.
Christine A. ShoemakerRommel G. RegisPublished in: SPAA (2003)
Keyphrases
- optimization algorithm
- dynamic programming
- computational complexity
- learning algorithm
- preprocessing
- detection algorithm
- tree structure
- optimization process
- parallel implementation
- high accuracy
- convergence rate
- computational cost
- experimental evaluation
- cost function
- multi objective
- search space
- optimization method
- times faster
- improved algorithm
- worst case
- theoretical analysis
- computationally efficient
- np hard
- optimization model
- depth first search
- hardware implementation
- constrained optimization
- computationally demanding
- optimization strategies
- data sets
- convex hull
- combinatorial optimization
- matching algorithm
- segmentation algorithm
- expectation maximization
- particle swarm optimization
- input data
- objective function
- similarity measure
- genetic algorithm
- neural network