Algorithm and experiment design with heuristic lab: an open source optimization environment for research and education.
Stefan WagnerGabriel KronbergerPublished in: GECCO (Companion) (2012)
Keyphrases
- open source
- optimization algorithm
- dynamic programming
- combinatorial optimization
- preprocessing
- search space
- bin packing
- np hard
- learning algorithm
- k means
- cost function
- computational complexity
- evolution strategy
- optimal solution
- optimization process
- simulated annealing
- case study
- times faster
- segmentation algorithm
- path planning
- hardware implementation
- convergence rate
- linear programming
- stochastic gradient
- expectation maximization
- particle swarm optimization
- probabilistic model
- closest string
- objective function
- worst case performance ratio
- packing problem
- heuristic methods
- exhaustive search
- solution quality
- knapsack problem
- mobile learning
- detection algorithm
- mobile robot
- decision trees