Reducing the Search Space for Global Minimum: A Focused Regions Identification Method for Least Squares Parameter Estimation in Nonlinear Models.
Guanglu ZhangDouglas L. AllaireJonathan CaganPublished in: J. Comput. Inf. Sci. Eng. (2023)
Keyphrases
- parameter estimation
- least squares
- em algorithm
- cost function
- global minimum
- model selection
- energy function
- maximum likelihood
- reducing the search space
- linear model
- markov random field
- pairwise
- objective function
- closed form
- segmentation method
- statistical model
- energy minimization
- machine learning
- optimization algorithm
- statistical models
- bayesian networks
- linear models
- genetic algorithm