A generalized benders decomposition-based global optimization approach to symbolic regression for explicit surrogate modeling from limited data information
Author:
Funder
National Nature Science Foundation of China
State Key Laboratory of Chemical Engineering
Publisher
Elsevier BV
Subject
Computer Science Applications,General Chemical Engineering
Reference70 articles.
1. Global optimization of mixed-integer nonlinear problems;Adjiman;AIChE J.,2000
2. Deterministic global derivative-free optimization of black-box problems with bounded Hessian;Bajaj;Optim. Lett.,2020
3. A trust region-based two phase algorithm for constrained black-box and grey-box optimization with infeasible initial point;Bajaj;Comput. Chem. Eng.,2018
4. Simulation and optimization of reforming reactors for carbon dioxide utilization using both rigorous and reduced models;Balasubramanian;J. CO2 Utilization,2018
5. Bautu, E., Bautu, A., & Luchian, H. (2005). Symbolic regression on noisy data with genetic and gene expression programming. In Seventh International Symposium on Symbolic and Numeric Algorithms For Scientific Computing (SYNASC'05) (pp. 4).
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