Matthew Sobel - , 

Faculty – Matthew Sobel

Professor, Department of Electrical Engineering and Computer Science
Peter B. Lewis Building 327
Office Hours: By Appointment Only

When is it prudent to invest in environmental quality if the major impact will be a century hence? Will the capital cost of more efficient manufacturing pay off quickly enough to offset the risks in effectiveness and operating cost? Risk and time are the issues. Matt Sobel’s research highlights the interdependence of individual, firm, and societal preferences regarding riskiness and timeliness. Sobel also studies how best to coordinate business operations and finance for greater competitive effectiveness.

PhD, Stanford University, 1967
AM, Columbia University, 1964
BS, Columbia University, 1960
AB, Columbia College, 1959

Initially Appointed: 1998

Interests and Courses


Coordination of operations with finance

Environmental and energy management

Stochastic optimization

Preference theory


Operations management

Operations research

Sustainable Operations

Game Theory

Recent Courses and Syllabi

Course evaluation ratings (login required)

Selected Publications


  • Sobel, M. (Presenter & Author)  University of Chicago, "The Trojan Horse of Discounting Under Risk", Booth School of Business, Chicago. (2013).
  • Sobel, M. (Discussant)  Reconciling Ecology and Economics, "Reconciling Ecology and Economics", PERC-Liberty Fund at the Hoover Institution, Palo Alto, California. (2012).
  • Sobel, M.  Friday Public Affairs luncheon discussion, "Environmental Impacts of Fracking", CWRU, Case campus. (2012).
  • Sobel, M.  18th Annual Applied Probability Day In Honor and Memory of Cyrus Derman, "Discounting Axioms Imply Risk Neutrality", Columbia University Center for Applied Probability, New York City. (2011).
  • Babich, . (Presenter & Author), Sobel, M. (Author Only)  INFORMS annual meeting, "Lot Sizes in Serial Production Lines with Random Yield and AR Demand", INFORMS, Charlotte, NC. (2011).
  • Babich, V. (Presenter & Author), Sobel, M. (Author Only)  MSOM annual meeting, "Lot Sizes In Serial Production Lines With Random Yield And AR Demand", Manufacturing and Services Operations Management Society, Ann Arbor, MI. (2011).
  • Sobel, M. (Presenter & Author)  Anderson Graduate School of Management, seminar speaker, "Production / Inventory Management and Capital Structure", University of California, Riverside, Riverside, CA. (2010).
  • Sobel, M. (Presenter & Author)  INFORMS Annual Meeting, "Tutorial: The Trojan Horse of Time-Risk Preference Representations", INFORMS, Austin, TX. (2010).
  • Turcic, D. (Presenter & Author), Hu, Q. (. (Author Only), Sobel, M. (Author Only)  Annual meeting, "Optimization of Inventory and Dividends with Risky Debt", Interface of Finance, Operations, and Risk Management (special interest group in the Manufacturing and Services Operations Management Society, an INFORMS society), Tel Aviv. (2010).
  • Hu, Q. J., Sobel, M., Turcic, D.  INFORMS National Meeting, "Optimization of Inventory and Dividends with Risky Debt", INFORMS, San Diego. (2009).
  • Sobel, M., Turcic, D.  INFORMS National Meeting, "Risk Aversion and Supply Chain Contract Negotiation", INFORMS, San Diego. (2009).
  • Sobel, M.  Seminar, "Optimization Criteria in Dynamic Operations Models: Discounting & Risk Neutrality", Dept. of Quantitative Analysis & Operations Management, University of Cincinnati, Cincinnati, OH. (2008).
  • Hu, Q. J., Sobel, M.  INFORMS NATIONAL MEETING, "Capital Structure, Inventory Management, and Coordination", INFORMS, Institute for Operations Research & Management Science, (2008).
  • Sobel, M. (Presenter & Author)  EURO Working Group on Stochastic Modeling 2008, "Optimization Criteria, Discounting, and Risk Neutrality", EURO Working Group on Stochastic Modeling, Istanbul, Turkey. (2008).

Academic and Professional Activities

  • Decision Analysis Society. 2006 - Present
  • Manufacturing and Services Operations Management Society. 2000 - Present
  • Sigma Xi. 1970 - Present
  • INFORMS (Institute for Operations Research and Management Science). 1960 - Present
  • Panelist, First Unitarian Church of Shaker Heights, Shaker Heights, OH, 2013
  • Panelist, First Unitarian Church of Cleveland, Shaker Heights, Ohio, 2012
  • Coordinator of "Sunday in June," June 12, 2011, Cleveland Touring Club, Burton, Ohio, 2010 - 2011
  • One of two coordinators of "Sunday in June," June 13, 2010, Cleveland Touring Club, Burton, OH, 2009 - 2010
  • Committee Member, UGIS - Undergraduate and Integrated Studies, 2007 - Present


  • Rutgers University conference in honor of my retirement, (2014).
  • Fellow, Institute for Operations Research and Management Science, INFORMS. (2005).
  • Sigma Xi, (1970).
  • Alpha Pi Mu, (1960).