This thrust studies how to design optimization models which incorporates ethics considerations by design, not as an after-thoughts. It studies frameworks to include ethics in optimization domains, borrowing ideas from other disciplines. It designs new objective functions and constraints, and their solution techniques, so that AI-driven optimizations produce equitable and fair solutions. The thrust is driven by case studies in power systems and supply chains to ground the research in practical applications.
Ethical AI Team
Justin Biddle
Georgia Institute of Technology
Joe Bozeman
Georgia Institute of Technology
Dorit Hochbaum
University of California, Berkeley
Barna Saha
UCSD Site
University of California, San Diego
Raluca Scarlat
Ethics Advisory Board Leader
University of California, Berkeley
Mohit Singh
Georgia Institute of Technology
Pascal Van Hentenryck
Director
Georgia Institute of Technology
Yao Xie
Georgia Institute of Technology
Juba Ziani
Georgia Institute of Technology