1. On the Analysis of Data-driven and Distributed Algorithms for Convex Optimization Problems Open Access Author: Ahmadi, Hesamoddin Title: On the Analysis of Data-driven and Distributed Algorithms for Convex Optimization Problems Graduate Program: Industrial Engineering Keywords: Optimization and learningdistributed optimization in power systemconvex optimizationaugmented Lagrangian File: Download HesamAhmadi-Dissertation.pdf Committee Members: Vinayak V Shanbhag, Dissertation Advisor/Co-AdvisorNecdet S Aybat, Committee MemberGuodong Pang, Committee MemberMinghui Zhu, Committee Member
2. First-Order Methods for Large Scale Convex Optimization Open Access Author: Wang, Zi Title: First-Order Methods for Large Scale Convex Optimization Graduate Program: Industrial Engineering Keywords: first-order methodsconvex optimizationdistributed optimizationconvex regressionmulti-agent consensus optimization File: Download Dissertation_Zi_Wang.pdf Committee Members: Necdet S Aybat, Dissertation Advisor/Co-AdvisorNecdet S Aybat, Committee Chair/Co-ChairVinayak V Shanbhag, Committee MemberEnrique del Castillo, Committee MemberConstantino Manuel Lagoa, Outside Member