Maximizing predictability of a bottom-up complex multi-scale model through systematic validation and multi-objective multi-level optimization.
Jean-Marie C. BouteillerZhuobo FengAlexander OnopaMike HuangEric Y. HuEndre T. SomogyiMichel BaudrySerge BischoffTheodore W. BergerPublished in: NER (2015)
Keyphrases
- multi objective
- probabilistic model
- multiscale
- high level
- computational model
- optimization model
- optimization process
- conceptual model
- statistical model
- qualitative and quantitative
- optimization algorithm
- cost function
- image processing
- real world
- multi layer
- formal model
- multiple objectives
- simulation model
- highly nonlinear
- optimization method
- experimental data
- mathematical model
- theoretical framework
- em algorithm
- genetic programming
- edge detection
- prior knowledge
- image sequences
- genetic algorithm