Create parameter optimization problem for simulation models
|Reported by:||abeham||Owned by:||jkarder|
|Priority:||highest||Milestone:||HeuristicLab 4.x Backlog|
The ExternalEvaluationProblem is a way of configuring a simulation-based optimization problem, but a lot of the configuration has to be done manually.
A special problem that would optimize integer and double parameters would be nice to have. The problem should support loading the configuration from the simulation model (maybe through a special protocol buffer). The problem should support both discrete and continuous variables and a lower and upper bound for each variable. It should contain crossover, mutation operators as well as move operators, shaking operators and operators necessary for PSO.
Optionally (this would be king), the problem should support reading different values from the simulation and allow to define a combination function that would result in a fitness value.
Change History (6)
comment:1 Changed 5 years ago by abeham
- Milestone changed from HeuristicLab 3.3.7 to HeuristicLab 3.3.x Backlog
comment:2 Changed 4 years ago by abeham
- Owner changed from abeham to jkarder
- Status changed from new to assigned