Mixed-Integer Convex Nonlinear Optimization with Gradient-Boosted Trees Embedded.
Miten MistryDimitrios LetsiosGerhard KrennrichRobert M. LeeRuth MisenerPublished in: INFORMS J. Comput. (2021)
Keyphrases
- mixed integer
- nonlinear optimization
- convex hull
- quadratic program
- starting points
- feasible solution
- optimization method
- lot sizing
- linear program
- optimal solution
- bundle adjustment
- closed form solutions
- continuous variables
- global search
- linear programming problems
- initial solution
- closed form
- tabu search
- optimization algorithm
- data points
- convex sets
- structure from motion
- convex optimization
- cost function
- special case
- machine learning