Algorithm and experiment design with heuristiclab: an open source optimization environment for research and education.
Stefan WagnerGabriel KronbergerPublished in: GECCO (Companion) (2011)
Keyphrases
- optimization algorithm
- open source
- high accuracy
- times faster
- experimental evaluation
- learning algorithm
- matching algorithm
- cost function
- preprocessing
- improved algorithm
- np hard
- objective function
- segmentation algorithm
- stochastic gradient
- optimization process
- recognition algorithm
- detection algorithm
- computational cost
- real time
- significant improvement
- dynamic programming
- case study
- search space
- probabilistic model
- expectation maximization
- optimization method
- worst case
- combinatorial optimization
- optimization problems
- engineering design
- k means
- hardware implementation
- multi objective
- constrained optimization
- optimal design
- optimal solution