Restricted Research - Award List, Note/Discussion Page
Fiscal Year: 2023
1308 University of Houston (143196)
Principal Investigator: Dong,Zhijie
Total Amount of Contract, Award, or Gift (Annual before 2011): $ 176,340
Exceeds $250,000 (Is it flagged?): No
Start and End Dates: 9/1/22 - 5/31/24
Restricted Research: YES
Academic Discipline: Construction Management
Department, Center, School, or Institute: Construction Management
Title of Contract, Award, or Gift: CRII: CIF: A MACHINE LEARNING-BASED COMPUTATIONAL FRAMEWORK FOR LARGE-SCALE STOCHASTIC PROGRAMMING
Name of Granting or Contracting Agency/Entity:
National Science Foundation
CFDA Link: NSF
47.079
Program Title:
n/a
CFDA Linked: International Science and Engineering (OISE)
Note:
The first research objective is to design a semi-supervised learning algorithm based on solution information to efficiently generate samples for sample average approximation. The second research objective is to develop a supervised learning algorithm to estimate a tight upper bound for expediting convergence of L-shaped method. SAMs 1.1.1
Discussion: No discussion notes