Real-World Optimization Benchmark from Vehicle Dynamics: Specification of Problems in 2D and Methodology for Transferring (Meta-)Optimized Algorithm Parameters.
André ThomaserMarc-Eric VogtThomas BäckAnna V. KononovaPublished in: IJCCI (2023)
Keyphrases
- real world
- optimization algorithm
- learning algorithm
- k means
- expectation maximization
- benchmark problems
- simulated annealing
- dynamic programming
- combinatorial optimization
- preprocessing
- optimization process
- optimal solution
- fine tuning
- optimization method
- levenberg marquardt
- segmentation algorithm
- optimization criteria
- optimization problems
- efficient algorithms for solving
- worst case
- probabilistic model
- genetic algorithm
- computational complexity
- cost function
- linear programming
- steepest descent method
- continuous optimization
- data mining
- objective function
- search space
- parameter estimation
- least squares
- maximum likelihood
- path planning
- parameter settings
- search algorithm
- constrained optimization
- optimization model
- np hard
- em algorithm
- data sets