OPTIMIZATION ALGORITHMS AND APPLICATIONS IN TRAFFIC SIGNAL CONTROL AND MACHINE LEARNING

Open Access
Author:
Sun, Yuqi
Graduate Program:
Industrial Engineering
Degree:
Doctor of Philosophy
Document Type:
Dissertation
Date of Defense:
January 21, 2016
Committee Members:
  • Tao Yao, Dissertation Advisor
Keywords:
  • optimization
  • dynamic network loading
  • machine learning
Abstract:
This dissertation introduces and discusses three specific optimization problems and their applications in traffic signal control and machine learning. We focus on proposing more efficient algorithms to solve these optimization problems and introducing their applications in real world.