Co-Advisors: Robert L. Smith, Professor and Jeffrey M. Alden, Ph.D. M.S., Industrial and Operations Engineering, December 1997

Transcription

1 Matthew D. Bailey Contact Information Education 308 Taylor Hall Voice: (570) School of Management Fax: (570) Bucknell University Lewisburg, PA University of Michigan, Ann Arbor, Michigan Ph.D., Industrial and Operations Engineering, 2002 Dissertation Topic: Approximate Solution Techniques for Acyclic Deterministic Dynamic Programming Co-Advisors: Robert L. Smith, Professor and Jeffrey M. Alden, Ph.D. M.S., Industrial and Operations Engineering, December 1997 Purdue University, West Lafayette, Indiana B.S., Mathematics with distinction, May 1996 Research and Professional Experience Assistant Professor, Bucknell University, Lewisburg, Pennsylvania School of Management August Present Adjunct Faculty Research Investigator, Geisinger Health System, Danville, Pennsylvania Center for Health Research Innovations June Present Assistant Professor, University of Pittsburgh, Pittsburgh, Pennsylvania Affiliated with the University of Pittsburgh Medical School s Section of Decision Sciences and Clinical Systems Modeling Group Department of Industrial Engineering June July 2007 Visiting Faculty Researcher, Air Force Research Laboratory, Rome, New York Information Directorate May July 2006 Assistant Professor, University of Missouri-Rolla, Rolla, Missouri Engineering Management Department January June 2002 Research and Development Graduate Intern, General Motors, Warren, Michigan Operations Research Department May August

2 Refereed Publications Health care Applications Shechter, S.M., M.D. Bailey, and A.J. Schaefer, Replacing Nonidentical Vital Components to Extend System Life, Naval Research Logistics, (55)7: , Shechter, S.M., M.D. Bailey, and A.J. Schaefer, A Modeling Framework for Replacing Medical Therapies, IIE Transactions, 40(9): , Kreke, J.E., M.D. Bailey, A.J. Schaefer, and M.S. Roberts, Modeling hospital discharge policies for patients with pneumonia-related sepsis, IIE Transactions, 40(9): , (Institute of Industrial Engineers Best Applied Paper in Operations Engineering and Analysis 2009) Shechter, S.M., M.D. Bailey, A.J. Schaefer, and M.S. Roberts, The Optimal Time to Initiate HIV Therapy under Ordered States, Operations Research, 56(1):20-33, (INFORMS Decision Analysis Section Best Student Paper, Honorable Mention) Schaefer, A.J., M.D. Bailey, S.M. Shechter, and M.S. Roberts, Modeling Medical Treatment using Markov Decision Processes, in Operations Research and Health Care: A Handbook of Methods and Applications Series: International Series in Operations Research and Management Science, , Kluwer Academic Publishers, 2004, F. Sainfort, M. Brandeau, and W. Pierskalla, eds. Sequential Decisions under Uncertainty Tavana, M., M.D. Bailey, and T.E. Busch, Dynamic Air Tasking Evaluation in a Simulated Network-Centric Battlespace, International Journal of Operational Research, (5)1:1-25, Bailey, M.D. and H. Bayrak, Shortest Path Network Interdiction with Asymmetric Information, Networks, 52(3): Bailey, M.D., R.L. Smith, and J.M. Alden, Reach and Bound Algorithm for Dynamic Programming, Networks, 52(1):1-7, Tavana, M., M.D. Bailey, and T.E. Busch, A Multi-Criteria Vehicle-Target Allocation Assessment Model for Network-Centric Joint Air Operations, International Journal of Operational Research, 3(3): , Mazumdar, M., L. Wang, M.D. Bailey, and J. Valenzuela, Oligopoly Models for Market Price of Electricity under demand uncertainty and unit reliability, European Journal of Operational Research, 181: , Bailey, M.D., Tavana, M., and T.E. Busch, Communication Role Allocation for Joint Air Operations in a Network-Centric Environment, International Journal of Computer Science and Network Security, 6(12), December

3 Bailey, M.D., S.M. Shechter, and A.J. Schaefer, SPAR: Stochastic Programming with Adversarial Recourse. Operations Research Letters, 34: , Management Science Education Bailey, M. D. and M. J. Fry, What Are the Odds? A Structured Approach for Unstructured Problems. INFORMS Trans. Ed. 10(2):45-52, Bailey, M., Management Science Thinking, OR/MS Today 37(4): 8, Accepted Papers Z. Erkin,, M.D. Bailey, L.M. Maillart,, A.J. Schaefer, M.S. Roberts, Eliciting Patients Revealed Preferences: An Inverse MDP Approach, Decision Analysis. Bailey, M.D., Average Reward of a Given MDP Policy, to appear in Wiley Encyclopedia of Operations Research and Management Science, Submitted Papers Kreke, J.E., M.D. Bailey, A.J. Schaefer, and M.S. Roberts, Discharge Policies for Patients with Severe Sepsis with Imperfect Status Observations. Submitted May 2010 to Decision Analysis Working Papers Bailey, M.D. and H. Bayrak, Static and Dynamic Resource Allocation for Perimeter Security. Bailey, M.D., H. Bayrak, R.L, Smith, and J. Keoshian, Sequential Aggregation/Disaggregation in Cyclic Dynamic Programming Networks. Yildirim, T., M. Besterfield-Sacre, L. Shuman, R. Clark, and M.D. Bailey, Analyzing Engineering Students Teamwork Processes Through Markov Chains. Conference Proceedings Funded Research Mazumdar, M., L. Wang, M.D. Bailey, and J. Valenzuela, A Stochastic Cournot Model for the Market Price of Electricity, Power Engineering Society General Meeting Proceedings, Using Markov Decision Processes to Optimize Living Donor Liver Transplants, Mark Roberts, M.D., Andrew Schaefer, Matthew Bailey, Source: NIH, $387,699, In-zone Delivery Time Estimates, Matthew Bailey, Bopaya Bidanda, Source: Federal Express Ground, $16,000, Solution Acceleration for Sequential Problems using Dynamic Programming, Matthew Bailey, Source: University of Pittsburgh Central Research Development Fund, $14,745, Presentations Modeling hospital discharge policies for patients with pneumonia-related sepsis. IERC, Cancun, Mexico, June 2010, (IIE Transactions Best Application Paper Award - Operations) 3

4 Are Threshold Policies Sufficient for the Optimal Timing of HIV Treatment?, INFORMS, San Diego, CA, November 2009 (invited). The Interdiction of Competitive Markov Decision Process Models, INFORMS, Seattle, WA, November 2007 (invited). Static and Dynamic Resource Allocation for Perimeter Security, INFORMS, Pittsburgh, PA, November 2006 (invited). Static and Dynamic Resource Allocation for Perimeter Security, INFORMS Military Applications Society, Mystic, CT, July The Optimal Time to Initiate HIV therapy, University of Cincinnati, Cincinnati, OH, 2006 (invited). Optimizing Testing and Discharge Decisions in the Management of Severe Sepsis IN- FORMS, San Francisco, CA, November 2005 (invited). The Optimal Time to Initiate HIV Therapy, INFORMS, San Francisco, CA, November 2005 (invited). What Objective are Liver Surgeons Optimizing? INFORMS, San Francisco, CA, November 2005 (invited). Extreme Event Inventory Control INFORMS, San Francisco, CA, November Optimal Decision Making in the Management of Severe Sepsis, IERC, Atlanta, GA, May Applying MDPs to HIV Therapy Planning, INFORMS Practice Conference, INFORMS Applied Probability Conference, Ottawa, ON, Network Interdiction under Asymmetric Information, INFORMS Denver, CO, October 2004 (invited). Applying MDPs to HIV Therapy Planning, INFORMS Denver, CO, October Optimizing the Management of Severe Community-acquired Pneumonia and Sepsis: An MDP Approach, INFORMS Denver, CO, October A Stochastic Model for Market Price of Electricity and a Firm s Profit under Oligopoly, INFORMS Denver, CO, October Solution Acceleration through Nested Aggregation, IERC, Houston, TX, May SPAR: Stochastic Programming with Adversarial Recourse, INFORMS Atlanta, November 2003 (invited). Solution Acceleration through Nested Aggregation, Mathematical Programming Conference, Copenhagen, DK, August 2003 (invited). 4

5 Controlled Hidden Markov Models, Medical Decision Making Seminar, April 2003 (invited). Solution Acceleration for Large-Scale Decision Models, NetJets Corporation, Columbus, OH, February 2003 (invited). Dynamic Programming Solution Acceleration through Aggregation, 2003 NSF DMII Grantees Conference, Birmingham, AL, January A Hybrid Approach to Multistage Stochastic Optimization, INFORMS San Jose, November, 2002 (invited). Finding Near Optimal Solutions in Large Scale DP Networks Through Nested State Aggregation, INFORMS San Jose, November, 2002 (invited). Approximation in Production Line Design, RAND Corporation, Pittsburgh, PA, May 2002 (invited). Approximation in Production Line Design, Clemson University, Clemson, SC, April 2002 (invited). Error Bounded Heuristic Algorithms for Large-Scale Dynamic Programming 17th International Symposium on Mathematical Programming, August 2000 (invited). Additions and Improvements to RESPACE, an Assembly Line Scheduling Tool, General Motors, Operations Research Department, August Teaching Experience School of Management, Bucknell University Decision Sciences, Operations Management, Independent Study Department of Industrial Engineering, University of Pittsburgh Markov Decision Processes, Stochastic Processes, Queueing, Introduction to Operations Research, Probabilistic Methods in Operations Research Engineering Management Department, University of Missouri-Rolla Systems Engineering Analysis II Department of Industrial and Operations Engineering, University of Michigan Introduction to Optimization Methods Department of Industrial and Operations Engineering, University of Michigan, Graduate Assistant Production and Inventory Control, Introduction to Stochastic Processes Professional Memberships and Activities Institute for Operations Research and the Management Sciences Institute for Industrial Engineers 5

6 National Science Foundation Proposal Review Panelist INFORMS 2006 National Conference Planning Committee INFORMS-Ed Vice President of Programs, Case Study Competition Judge , Newsletter Editor Graduate Committee, University of Pittsburgh Co-director Mathematics and Operations Research in Pittsburgh High Schools Co-director CMU/Pitt Applied Decision Modeling Seminar Minority Engineers Mentoring Program (MEMP) Mentor 2002 Development of materials for CARE (Critical and Analytical Reasoning Enrichment) for pre-engineering minority and female students 2005 Advisor for Summer Research Internship Program (SRI) for minority and female students 2005 BSBA Admissions Committee, Bucknell University 2007, 2008, 2009 Johnson & Johnson Student Case Competition Judge 2008, 2009 School of Management Council of Program Chairs 2009, 2010 Journal Referee Operations Research, Networks, Health Care Management Science, INFORMS Journal on Computing, IIE Transactions, Interfaces, Computers and Operations Research, Annals of Operations Research, IEEE Transactions on Systems, Man, and Cybernetics, INFORMS Transactions on Education, Engineering Management Journal, International Journal of Smart Engineering System Design, Journal of Energy Engineering, Honors and Awards Institute of Industrial Engineers Best Application Paper - Operations 2009 Appointed to INFORMS Practice Conference Young Researcher Roundtable University of Michigan, Ann Arbor, Michigan Rackham Fellow, Graduate Assistant in Area of National Needs Fellow, INFORMS Doctoral Colloquium Participant, October 1998 Purdue University, West Lafayette, Indiana Outstanding Senior in Mathematics Phi Beta Kappa 6