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VITA

LEE WILLIAM SCHRUBEN

OFFICE ADDRESS Industrial Engineering and Operations Research University of California, Berkeley 4131 Etcheverry Hall Berkeley, CA 94720-1777 (510) 642-1865 schruben@ieor.berkeley.edu EDUCATION 1975 Ph.D. (Operations Research) - Yale University 1974 M.Phil. (Operations Research) - Yale University 1973 M.S. (Statistics/Operations Research) - University of North Carolina 1968 B.S. (Engineering) - Cornell University EMPLOYMENT 1/99-present Chancellor’s Professor and Department Chair, (2001-2005), Industrial

Engineering & Operations Research, University of California, Berkeley, CA. 11/98 - 5/00 Andrew S. Schultz Jr. Professor of Industrial Engineering, School of Operations

Research and Industrial Engineering, Cornell University, Ithaca, NY. 7/89-11/98 Professor, School of Operations Research and Industrial Engineering,

Cornell University, Ithaca, NY. 1/92-12/92 Distinguished Visiting Professor, SEMATECH, Austin, TX. 2/91-8/91 National Research Council Fellow, Naval Postgraduate School, Monterey, CA. 5/84-8/84 Visiting Faculty, School of Industrial Engineering, Purdue University, West

Lafayette, IN. 9/82-8/83 Visiting Faculty, School of Industrial Engineering, Purdue University, West

Lafayette, IN. 8/82-7/89 Associate Professor, School of Operations Research and Industrial Engineering,

Cornell University, Ithaca, NY. 7/81-8/81 Visiting Scientist, International Institute of Applied System Analysis, Schloss

Laxenburg, Austria. 8/76-8/82 Assistant Professor, School of Operations Research and Industrial Engineering,

Cornell University, Ithaca, NY.

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8/75-8/76 Associate Director, Health Systems Research Division, Medical School, and

Asst. Professor, Industrial and Systems Engr., Univ. of Florida, Gainesville, FL. 8/70-8/72 Staff Consultant, Operations Research Incorporated, Silver Springs, MD. 1/69-8/70 United States Navy, (Ltjg), Operations Analyst, Naval Command Systems Support Activity, Washington, D.C. 6/68-1/69 Manufacturing Systems Engineer, Emerson Electric Company, St. Louis, MO. (Co-op student 6/66 - 6/68). AWARDS AND HONORS Visiting Distinguished Professor – Lancaster University, UK (Special SIG conf.) (Fall 2008) Keynote speaker, International Simulation Research Workshop, INSEAD, France (July, 2007) Profiled as the ”Intellectual of PKP”, Cornell (Spring 2007) Advisor for Pritsker Prize for Outstanding PhD Thesis IIE, Awarded toW K Chan (2005) Fellow, World Innovation Foundation Who’s Who in America Elected Fellow of the Institute for Operations Research and Management Sciences (10/2003) Named UC Berkeley Chancellor’s Professor (7/2001) Intel Manufacturing Research Institute Research Support Gift to UC Regents (10/2000). Best Paper in Session, (joint with P. Hyden) TECHON 2000 (9/2000). Andrew S. Schultz, Jr. Endowed Professorship in IE, Cornell University (1998). Elected to the New York Academy of Sciences (1997). Best Paper Prize, (joint with E. Yucesan) European Simulation MultiConference (1997). Outstanding Teaching Award, Cornell University ORIE Master of Engineering Class (1996). Distinguished Professorship - SEMATECH (1992). Educational Software - EDUCOM’s 101 Computing Education Success Stories (1992). National Research Council, Senior Research Fellowship (1991). Outstanding Publication Award (1987) - TIMS College on Simulation and Gaming. Selected Outstanding Teacher by Cornell Presidential Scholar (1984). Best paper on Simulation and Gaming in Management Science (1980) - TIMS College on

Simulation and Gaming. Shewell Award for Outstanding Paper (1978) - American Society for Quality Control. Fellow, Institute for Social and Policy Studies, Yale University (1972-1975). Alfred P. Sloan Scholar, Cornell University (1964-1968). Professional Honoraries: Alpha Pi Mu (Founding President, Cornell Chapter) Omega Rho (Founding Advisor, Cornell Chapter) Sigma Xi Tau Beta Pi PROFESSIONAL AFFILIATIONS

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American Association for the Advancement of Science Institute of Industrial Engineers Institute for Operations Research and the Management Sciences (Fellow) Society for Computing Simulation New York Academy of Sciences World Innovation Foundation (Fellow) EDUCATIONAL ACTIVITIES Courses Taught at Cornell 106 Freshman Mini-Courses on Operations Research & Industrial Engineering 115 Engineering Applications of Operations Research 270 Basic Engineering Probability and Statistics 361 Stochastic Models 410 Industrial Systems Analysis 414 Using Mathematical Models in Engineering Design 516 Mathematical Models - Development and Application 519 Industrial Engineering Fieldwork 580 Simulation 622 Operations Research I - Mathematical Programming 623 Operations Research II - Stochastic Models 680 Digital Systems Simulation 729 Selected Topics in Applied Operations Research (Simulation) 893-4 Applied Operations Research & Industrial Engineering Colloquium Courses Taught at UC Berkeley Spring 1999-IEOR 131 - Computer Simulation of IE Systems Fall 1999 - IEOR 290C - Statistical Aspects of Discrete Event Simulation IEOR 299-17 - Independent Study or Research Spring 2000 -IEOR 39B - Freshman/Sophomore Seminar IEOR 131 - Computer Simulation of IE Systems IEOR 199 - Supervised Independent Study IEOR 299-12 - Independent Study or Research Fall 2000 - IEOR 199-2 - Undergraduate Research (4 students) IEOR 299-17 - Independent Study or Research Spring 2001-2008 IEOR 39B - Freshman/Sophomore Seminar IEOR 131 - Discrete Event Simulation (new class replaced old IEOR 131) IEOR 261 - Experimenting with Simulated Systems (new graduate course) IEOR 290 – Monte Carlo and Statistical Computing (new PhD req. w/ Shanthikumar) IEOR 290 – Bioproduction Forum (I i C for Lenrick Johnston – 3 hr weekly seminar) IEOR 290 – Bioproduction Project (asst. to Lenrick Johnson – 3 hr course) Dissertation Chairman for Ph.D. Students:

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Snell, M. “The Application of Regression Methods to the Initial Transient Problem in Computer Simulations,” January 1980.

Cogliano, V. “Sensitivity Analysis and Model Identification in Simulation Studies: A Frequency Domain Approach,” January 1982.

Goldsman, D. “On Using Standardized Time Series to Analyze Stochastic Processes,” August 1984.

Sanchez, P. “Design and Analysis of Frequency Domain Experiments,” May 1987. Jacobson, S. “Discrete Event Computer Simulation Response Optimization in the Frequency

Domain,” August 1988. Yucesan, E. "Simulation Graphs for the Design and Analysis of Discrete Event Simulation

Models,” August 1989. Morrice, D. “Simulation Factor Screening,” August 1990. Healy, K. “Optimizing Stochastic Systems: A Retrospective/Deterministic Approach,” August

1992. Chance, F. “The Indifference Approach to the Analysis of Transient Effects in Queueing

Networks and Simulation,” August 1993. Freimer, M. “Integrating Data Collection and Model Analysis in Simulation”, August, 2001. Hyden, P. “Time dilation: Decreasing time to decision with discrete-event simulation”, November 2002. Roeder, T. “An Information Taxonomy for Discrete Event Simulations”, May, 2003. Roginsky, M. “Modeling of Transient Processes in Markov Chains with an Application to the

Internet Traffic Description”, Dec., 2004. Chan, Wai Kin (Victor) “Mathematical Programming Representations of Discrete-Event

System Dynamics", May, 2005

Current Ph.D. Student Advising Nuno Gil, CEE, UC Berkeley, Ph.D. – Committee) Nirmal Govind, Penn State University, Ph.D., External Committee Member) Adalaide Carvahlo (Lancaster, UK, External Reader ) Li Yan (Bioengineering, Thesis Committee) Douglas M. Densmore (EECS, Thesis Committee) Guang Yang (EECS, Thesis Committee) Thomas Feng (EECS, Thesis Committee) Sean Kim (Bioengineering, Thesis Committee) Elham Yavari, IEOR, UC Berkeley, PhD Thesis Chair Lenrick Johnston, IEOR, UC Berkeley, PhD Thesis co-Chair Dashi Singham, IEOR, UC Berkeley, PhD Thesis Chair Served as Thesis Reader in IEOR, EECS, Bio Engr, Civil Engineering, Computer Science, Ag.

Economics, Business Administration, Dairy Science, ORIE, and Hotel Administration at Berkeley, Cornell, VPI, Purdue, and Penn State.

Advisor for Master of Science Thesis: Sanchez, P.J. “Significant Factor Identification Using Discrete Spectral Methods,” January 1985. Read, C.D. “Generalizations of Event Synchronization Mechanisms,” January 1986.

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Volonoski, C. “Robustness of Bayesian and Classical Procedures via Simulation Output Analysis,” May 1983.

Marc Novo Diaz, Container Capacity Analysis at the Port of the Everglades (Spring 2000) Geoffrey Boushey, Chip Binning Analysis (Spring 2000) Advisor for Master of Engineering Projects : (At Cornell) Colosi, J., Kleiner, S., and Pun, A. “An Investigation of Operational Characteristics of a Material

Flow System,” May 1977. Sponsor: Raymond Manufacturing. Sasseville, P. “A Comparison of Continuous and Periodic Review Policies in a Two-Echelon

Multi-Item Inventory System,” August 1977. Sponsor: American Red Cross. Peskin, D. and Russman, R. “Sales Forecasting in the Material Handling Industry,” May 1978.

Sponsor: Raymond Manufacturing. Chawla, S. and Mascaro, M. “Design Suggestions for a Galvanizing Unit,” August 1978.

Sponsor: Brewer Tichner. Cyker, R. and Labe, R. “Methods for Analyzing an Automated Materials Handling System,”

May 1979. Sponsor: Smith Corona. Campbell, B. “Sampling Plan for the Analysis of Information Flow in Multinomially Distributed

Systems,” January 1980. Sponsor: Bell Telephone Laboratories. Goldberg, J. and Smith, E. “Methods for Formulating Mold Repair Policies,” May 1980.

Sponsor: Smith Corona. Clark, D. and Goss, D. “Scheduling Hospital Dietary Department Personnel,” May 1981.

Sponsor: Tompkins Community Hospital. Cardenas, S., Echeverria, L., and Francken, M. “Rolling Sales Forecasting,” May 1982.

Sponsor: Exxon Corporation. Ho, J., Silverman, J., and Steele, N. “Transaction Tagging in Highly Congested Network

Simulations,” May 1982. Sponsor: Bethlehem Steel. Capotosto, T., Fitzpatrick, D., and Galasso, G. “An Interactive Program Generator for Discrete

Event Simulation,” May 1984. Sponsor: General Electric. Goldfarb, D., Hwa, G., Kuo, B., and Milne, J. “The Logistics of Ingot Inversion,” May 1984.

Sponsor: Bethlehem Steel. Bronstein, D., Carminati, A., Chien, H., and Ray, J. “A Feasibility Study for a Proposed

Continuous Caster Facility, “ June 1985. Sponsor: Bethlehem Steel. Arman, B., Chaustre, D., Kim, and E., and Maher, R. “Development of a Scheduling and

Inventory Control Computer Package for the PSR Unit of NCR, Ithaca,” June 1986. Sponsor: National Cash Register.

Chai, K. and Garza, J. “An Integrated Manufacturing System for the Fire Engine Manufacturing Industry,” June 1987. Sponsor: Saulsbury Fire Equipment Company.

Kim, S., Moore, M., Inda, R., and Chou, Y. “A Production Planning System,” 1988. Sponsor: Saulsbury Fire Equipment Company.

Brown, E., Henderson, T., and Vallat, B. “Modeling and Simulation of Acyclic Communications Networks,” December 1989. Sponsor: Digital Equipment Corp.

Diaz-Rivera, I., Shea, N., Takita, S., and Yagi, S. “Chaotic Behavior of a Communications Network,” December 1990. Sponsor: Digital Equipment Corp.

Halle, S., Hung, A., Seldner, E., and Yoon, J. “Simulation of Computer I/O Subsystems,” December 1991. Sponsor: Digital Equipment Corp.

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Benjamin, O. and Kulikovsky, S. “Traffic Modeling Methodology,” May 1993. Sponsor: City of Ithaca.

Ahmed, A., Elsner, K., Hsu, E., and Rethemeier, T. “Generic Semiconductor Cluster Tool," Arrigale, D., Chen, A., Denizeri, Y., Suarez, A., Suzuki, M., and Vongxaiburana, V. “Simulation of Vacuum Cluster Tools used in Semiconductor Manufacturing,” May 1995. Sponsor: CVC Products, Inc. and SEMATECH.

Arrigale, D., Chen, A., Denizeri, Y., Suarez, A., Suzuki, M., and Vongxaiburana, V. “Simulation of Vacuum Cluster Tools used in Semiconductor Manufacturing,” May 1995. Sponsor: CVC Products, Inc. and SEMATECH.

Jinich, M., Kabutoya, N., Rapelius, R., and Usui, Y. “Cluster Tool Deadlock in Production Systems,” May, 1996. Sponsor: CVC Products, Inc. and SEMATECH.

de Guillebon, B. and Lu, R. “Machine Loading for Institutional Food Production,” May 1996. Sponsor: CBORD Productions.

Yip, P., Vu, S., and Su, D. “A Restaurant Production Simulator,” May 1997. Sponsor: CBORD Productions.

Coppola, K., Pikula, C., and Tan, J. “Factory Level Material Flow Strategies for Semiconductor Manufacturing,” May 1998. Sponsor: Micrus.

OTHER EDUCATIONAL ACTIVITIES Advisor for Several Undergraduate Research Projects including:

Assanasen, B. and Mertyris, T. “A Simulation Model for Fire-Related Building Evacuations” (Chosen for presentation to U.S. Congressman Sherwood Boehlert (NY), Chairman of the Science and Technology Committee). at Cornell

At Berkeley – Undergraduate Research Opportunity Program students 2000 Arlen Khodadadi (IEOR) “ASP web-based simulation experiments” 2000 Akanksha Kejriwal (IEOR) “ASP web-based simulation experiments” 2000 Valerie Peters (IEOR), ““Linear programming models of queue dynamics” 2000 Marc Oman “Linear programming models of queue dynamics” 2004-05, Chun-yu Chen (ME) 2005-05, Jessica Bik Kwan Chen (IEOR) 2005-06, Ashton Chevallier (CS) 2005-06, Brian Sung Chul Choi (CS) 2005-06, Karen Truong (IEOR) 2005-06, Marco Cozzi (IEOR) 2005-06, Sabrina Yeh (IEOR 2005-06, Tina Xu (IEOR) 2005-06, Wai Eric Cheung (IEOR) 2006-07, Guorui Su (Chem E.) 2006-07, Jyot Bawa (IEOR) 2007-08, Sam Toutounchian (IEOR 2007-08, Sebouh Der Kiureghian (IEOR)

(at Cornell) College of Engineering Policy Committee (drafted current policy for tenure and promotion). Hatfield Committee on Cornell Undergraduate Economic Education. Common Curriculum Governing Board (College of Engineering).

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Past Chairman, Steering Committee, SORIE. Past Representative to ASEE. Past Board Member - Cornell Student Health. Interviewer for Prospective Student Athletes. Installation of SIMSCRIPT II.5, GASP-PLI, and SLAM II at Cornell. CORE Faculty - Cornell Manufacturing and Productivity Program. Computer Aided Education Packages developed include: Simulation Graph Modeling Lab (IBM PC Labs), Linear Programming Graphics Lab (PLATO), and Engineering Economy Graphics Lab (Cornell’s CADIF System). Liaison with Outside Sponsors of Student Projects (Cornell). Faculty Advisor to Cornell Student IIE Chapter (Awards of Excellence each year). Several SORIE Committees. (At UC Berkeley) Head of Undergraduate Advising, IEOR (Fall 1999 - 2001) Wrote IEOR MS examinations (Spring 1999, 2005) Engineering Undergraduate Study Committee (Fall 1999 – 2006) Engineering Common Curriculum Task Force, Member and co-Chair (Fall 2000 – 2006) Qualifying examination committee for numerous Ph.D. students at UC Berkeley (2000-) Computational Engineering Science Core Curriculum Committee (2003-present) Factuly Advisor, 2004 IIE Regional Conference – hosted by UC Berkeley, March 5-6, 2004 Founding board member Berkeley’s Center for Entrepreneurship and Technology (2004 - ) Faculty Advisor, Berkeley IIE Student Engineering, (won Berkeley’s first Gold Award, 2004) Faculty Advisor, Berkeley APM Student Engr. Honoary (1st in Nation, 2004, first at Berkeley) GSI voted Outstanding Teaching Asst. by IEOR undergraduates 7 straight years (2000-06). PRESENTATIONS AND SEMINARS Organizing team for six United States/European Community semiconductor mfg. mgmt.

workshops in England, France, Germany, Santa Clara, Boston and Austin, 1994. Invited papers, chaired sessions, and seminars at conferences and meetings at industrial research labs, production facilities, and universities. Locations include the following: Columbia University Cortland State University Georgia Institute of Technology Harvard University INSEAD, France Lancaster Univ, UK Lehigh University Naval Postgraduate School Pennsylvania State University Purdue University Rensselaer Polytechnic Institute Syracuse University University of Kansas University of Michigan University of Montreal

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University of Pennsylvania University of Texas, Austin University of Wisconsin G.E. Corporate R&D Labs, Schenectady, New York Pritsker and Associates, West Lafayette, Indiana IBM Watson Research Labs, Yorktown Heights, New York Bethlehem Steel Corporation, Bethlehem, Pennsylvania IERC,1993,95,2003,05 1976-2008 Winter Simulation Conferences (except. 1980 2001, and 2007) 1976-1996 ORSA/TIMS and TIMS/ORSA Meetings Bulletins 1978 ACM Special Interest Meeting, New York 1980 Region II IIE Conference, Bethlehem, PA 1981 IIASA Conference on Validation, Schloss Laxenburg, Austria 1981 AIIE National Meeting, Detroit, Michigan 1981 Applied Probability - Comp. Science Interface, Boca Raton, Florida 1981 International Operations Research Meeting, Hamburg, Germany 1982 SIGSIM/ORSA Conference, Rutgers University 1982 IMACS International Conference, Montreal, Canada 1983 Industrial Engineering Conference, Toronto, Canada 1985 IBM Large Scale Simulation Conference, Lech, Austria 1985 Army Research Office Board of Directors Meeting, El Paso, Texas 1986 Applied Probability - Comp. Science Interface, Ft. Collins, Colorado 1986 “Optimization Days” at Montreal, Canada 1986 CORS Meeting in Toronto, Canada 1987 IFORS Meeting in Buenos Aires, Argentina 1987 Special Operations Research Conference, Rio de Janeiro, Brazil 1987 20th Annual Simulation Symposium 1987 Current Issues in Simulation, Rutgers, Newark NJ 1988 SLAM User’s Conference, Indianapolis, IN 1991 SEMATECH National Simulation Workshop, Austin, TX 1991 AICS Conference 1992 Intel, Santa Clara, CA 1992 Motorola, Phoenix, AZ 1992 SGS-Thomson, Grenoble, France 1992 Siemens - Munich, Germany 1992 Modeling and Statistical Methods, SEMATECH, Austin, TX 1993 Kansai University, Osaka, Japan 1993 NEC, Japan 1993 Mitsubishi, Japan 1993 Kawasaki Steel Co., Japan 1993 Nippon Telegraph and Telephone, Japan 1993 Matsushita Electric Industrial Co., Ltd., Japan 1993 IBM Sindelfingen, Germany 1993 MIMAC, SEMATECH, Austin, TX 1993 Air Products, Trexlertown, PA 1994 MIMAC, Ghent, Belguim 1994 MIMAC, SEMATECH, Austin, TX

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1995 Emerson Power Transmission Corp., Ithaca, NY 1995 SEMATECH, Austin, TX 1996 Schlumberger, Austin, TX 1997 Fleet Bank, Scranton, PA 1999 I&MSE Mini Symposium, “Modeling Stochastic Processes in Semiconductor Manufacturing” (3/99) Arizona State University, Phoenix AZ

1999 Scheduling Summit “Simulating Large Scale Systems” (3/99) Santa Clara, CA 1999 UC Berkeley Neyman Seminar, Dept. of Statistics, “Experimenting with Stochastic Simulations” (10/99), Berkeley, CA

1999-Present, Various talks including IIE, IERC, MASM, WSC, Genentech, Applied Materials, and Intel.

RESEARCH SUPPORT Principal Investigator on Grants and Contracts from the following Sponsors AT&T Applied Materials (graduate internships) Battelle Laboratories Bayer Bio-Pharmaceuticals (Grants and internships) Bethlehem Steel Digital Equipment Corporation Genentech (Grants and interships) General Electric Hatfield Fund (Undergraduate Economics Education) IBM AEP (Project EZRA) Kodak Microsoft Corp. National Research Council Office of Naval Research Rome Air Development Center SEMATECH - ISMT/SRC (current support) Intel Manufacturing Research Institute Gift to UC Berkeley ($60K indef.) National Science Foundation ($350K) Found. Of Stoch. Sim. (2004-08 National Science Foundation ($150) Bioproduction SERG (2004-07) Genentech (w/ Prof. Kaminsky) ($100), Biopharm Supply Chain Design (2008- ) OTHER PROFESSIONAL ACTIVITIES Reviewer/Referee for:

ACM Trans. Modeling & Comp. Simulation Annals of Operations Research Army Research Office Comm. of the Assoc. Comp. Mach Decision Sciences

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Environmental Modeling and Software European Jour. of Operational Research IBM Journal of Research and Devel. IASTED IIE Transactions IEEE Trans on Semiconductor Mfg., IEEE Trans on Automatic Control Interfaces Journal of the Amer. Stat. Assoc. Jour. Assoc. Comp. Mach. Simulation Jour. Manf. Systems Jour. Stat. Comp. & Simulation Management Science Marcel Dekker Publishing Co. Mathematics of Operations Research McGraw-Hill Publishers Medical Care Medical Decision Making, National Science Foundation Naval Research Logistics Quarterly NSERC (Canada) Operations Research ORSA Journal on Computing SCS Transactions Springer Verlag US Navy (Chair: NPS ext. review) Wadsworth Publishing Co. Proc. Winter Simulation Conf.

Advisory Board – Modeling and Simulation Res. and Ed. Ctr., Georgia Institute of Technology Program Chairman, Peter A. W. Lewis Research Symposium on Computational Statistics, Time

Series and Simulation, March 26-27, 1999, Monterey, CA. Program Committee, United States Representative, 13th European Simulation Symposium, Marseille, FR, (10/2001) Reviewer for Proceedings of the Indian National Science Academy Guest Associate Editor, Operations Research, (Spring 2000) Associate Editor, Simulation Chair, Advanced Research and Tutorial Tracks for numerous Winter Simulation Conferences Keynote Speaker, 1996 IASTED, Pittsburgh, PA Manufacturing Research Review Panel, National Science Foundation-1994, 2001 Past Associate Editor, ORSA Journal on Computing Past Associate Editor, Operations Research Past Associate Editor, Operations Research Letters Past President, TIMS College of Simulation and Gaming Keynote Speaker 1992 European Simulation Multiconference, York, England Several Published Book Reviews

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Developed Workshop on Visualization of Discrete Event Systems for Hughes Aircraft, Corning, CVC Products, Emerson Transmission, Boyd & Fraser.

Member of Cornell’s Former Mathematical Sciences Institute. Member of Cornell’s Center for Theory and Simulation in Science and Technology. Member of Cornell Center for Manufacturing Excellence. Founding Cornell Chapter President, Alpha Pi Mu Industrial Engineering Honorary. Founding Cornell Chapter Faculty Advisor, Omega Rho International Honor Society Chair, External Review Committee – Dept. of Operations Research, Naval Postgraduate School External Review Committee – Georgia Tech IsyE Dept.(ranked 1st 18 straight yr. USNEWS) Ad Hoc promotion and tenure committees - Dept. Univ. (2004-present) Engineering Systems Research Center Advisory Board (UC Berkeley) Academic Advisory. Board - Information Systems Tech. Mgmt, UC Santa Cruz (2004-6) Member, Fellows Selection Committee, Informs, (2003-2006) Member and Chair, Lifetime Achievement Award, Informs Simulation Society (2005-2007) Member, Graduate Research Award, Inst. Industrial Engr., (2003-04) Member, Student Award of Excel., Inst. Industrial Engr., (2003-04) Member, Outstanding Young Educator, Inst. Industrial Engr. (2003-04) Member, Nicholson Student Paper Prize Committee, Informs (2004-06) Member, Program Committee, IASTA ASM Conference, Greece (2007) Evaluator, Research Proposals, Louisiana Board of Regents 2004, (2005) Computation Curriculum Review Panel OR, Naval Postgraduate School Evaluator, Georgia Tech PhD in OR,Georgia Board of Regents, (2007) Panelist, NSF (DMII and Operations Research), Natl. Science Foundation (2004, 06,07) Keynote Speaker – I-Sim Internation Conf. INSEAD, France July 2007 Visiting Distinguished Professor, Lancaster Univ. UK (Fall 2008) – Lead spkr 2008 SIG Conf. Department Chair, 2001-2005 - (L&S major, CET, CFY, CeBO, Ext. Review) Consultant to:

Applied Materials CVC Products, Inc. Emerson Power Transmission Corp. Fleet Bank Genentech General Electric General Mills, Inc. General Motors (Rochester Products) Joslyn Manufacturing

Operations Research Incorporated Organizational Technologies Pizza Huts International Pritsker and Associates SEMATECH S.I. Material Handling Systems Planning and Analysis Vulcan Manufacturing Western International Media

I. REFEREED PUBLICATIONS A. Archival Journals: 1. Schruben, L.W., “The Information System Model,” Datamation, 15 (7), (1969), 93-

101.

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2. Schruben, L.W. and B. Margolin, “Pseudorandom Number Assignment in Statistically Designed Simulation and Distribution Sampling Experiments,” Invited paper with discussants to Journal of the American Statistical Association, 73 (363), (1978), 504-525. (Shewell Award for Outstanding paper, American Society for Quality Control)

3. Schruben, L.W., “Assignment of Primary Response Zones to Emergency Medical

Units,” AIIE Transactions, 11 (1), (1979), 30-36. 4. Schruben, L.W., “A Coverage Function for Interval Estimators of Simulation

Response,” Management Science 26 (1), (Jan. 1980), 18-27. (Prize for Best Paper in Management Science, TIMS College on Simulation and Gaming)

5. Schruben, L.W., “Establishing the Credibility of Simulation,” Simulation, 34 (3),

(1980), 101-105. 6. Schruben, L.W., “Control of Initialization Bias in Multivariate Simulation Response,”

Invited paper to Comm. of the ACM, 24 (4), (April 1981), 246-252. 7. Schruben, L.W. and R. Kulkarni, “Some Consequences of Estimating Parameters for

the M/M/I Queue,” OR Letters, 1 (2), (April 1982), 75-78. 8. Schruben, L.W., “Detecting Initialization Bias in Simulation Output,” Operations

Research, 30 (3), (May - June 1982), 569-90. 9. Schruben, L.W., “Simulation Modeling with Event Graphs,” Comm. of the ACM, 26

(11), (November 1983), 957-63. 10. Schruben, L.W., H. Singh and L. Tierney, “Optimal Tests for Initialization Bias in

Simulation Output,” Operations Research, 31 (6), (Nov. - Dec. 1983), 1167-78. (Special issue on simulation)

11. Schruben, L.W., “Confidence Interval Estimation Using Standardized Time Series,”

Operations Research, 31 (6), (Nov. - Dec. 1983), 1090-1108. (Special issue on simulation; Outstanding Publication Award, TIMS College on Simulation and Gaming).

12. Goldsman, D. and L.W. Schruben, “Asymptotic Properties of Some Confidence

Interval Estimators for Simulation Output,” Management Science, 30 (10), (Oct. 1984), 1217-25.

13. Snell, M. and L.W. Schruben, “Weighting Simulation Data to Reduce Initialization

Effects,” IIE Transactions, 17 (4), (Dec. 1985), 354-63. 14. Schruben, L.W. and V. Cogliano, “An Experimental Procedure for Simulation

Response Surface Model Identification,” Comm. of the ACM, 30 (8), (August 1987), 716-730.

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15. Schruben, L.W. and E. Yucesan, “Transaction Tagging in Highly Congested Queueing Simulations,” Invited paper to Queueing Systems: Theory and Applications, 3, (1988), pp. 257-264.

16. Jacobson, S. and L.W. Schruben, “Techniques for Simulation Response Optimization,”

OR Letters, 8 (1), (Feb. 1989), 1-9. 17. Goldsman, D. and L.W. Schruben, “New Confidence Interval Estimators Using

Standardized Time Series,” Management Science, 36 (3), (March 1990), 393-397. 18. Goldsman, D., M. Meketon, and L.W. Schruben, “Properties of Standardized Time

Series Weighted Area Variance Estimators,” Management Science, 36 (5), (May 1990), 602-12.

19. Jacobson, S., A. Buss and L.W. Schruben, “Driving Frequency Selection for Frequency

Domain Simulation Experiments,” Operations Research, 39 (6), (Nov. - Dec. 1991), 917-924.

20. Yucesan, E. and L.W. Schruben, “Structural and Behavioral Equivalence of Simulation

Models,” ACM Transactions on Modeling and Computer Simulation, 2 (1), (Jan. 1992), 82-103.

21. Schruben, L.W., “SIGMA - A Graphical Approach to Teaching Simulation,” Journal of

Computing in Higher Education, 4 (1), (Fall 1992), 27-37.

22. Schruben, L.W. and E. Yucesan, “Modeling Paradigms for Discrete Event Simulation,” OR Letters, 13, (April 1993), 265-275.

23. Morrice, D. and L.W. Schruben, “Simulation Factor Screening Using-Cross Spectral

Methods,” OR Letters, 13, (May 1993), 247-257.

24. Morrice, D. and L.W. Schruben, “Simulation Factor Screening Using Harmonic Analysis,” Management Science, 39 (12), (December 1993), 1459-1476.

25. Goldsman, D., L.W. Schruben, and J. Swain, “Tests for Transient Means in Simulated

Time Series,” Naval Research Logistics, 41, (1994), 171-187. 26. Duenyas, I., J. Fowler and L.W. Schruben, “Planning and Scheduling in Japanese

Semiconductor Manufacturing,” Journal of Manufacturing Systems, 13 (5), (1994), 323-332.

27. Barton, R. and L.W. Schruben, “Graphical Methods for Comparing Confounding in

Two or More Designs,” Communications in Statistics, Simulation, and Computation, 23 (4), (March 1994), 953-971.

28. Barton, R. and L.W. Schruben, “A New Graduate Course: Using Simulation Models

for Engineering Design,” Simulation, 3, (March 1995), 145-153.

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29. Yucesan, E. and L.W. Schruben, “Complexity of Simulation Models: A Graph

Theoretic Approach,” INFORMS Journal on Computing, 10 (1), (Winter 1998), 94-106. Also in Proc. 1993 Winter Simulation Conference, Los Angeles, CA, December 12-15, 1993, 641-649.

30. Allore, H.G., H.N. Erb, L.W. Schruben and P.A. Oltenacu, “A Simulation of Strategies

to Lower Bulk Tank Somatic Cell Count Below 500,000 per Milliliter,” Journal of Dairy Science, 81, (1998) 694-702.

31. Allore, H.G., L.W. Schruben, H.N. Erb and P.A. Oltenacu, “Design and Validation of a

Dynamic Discrete Event Stochastic Simulation Model of Mastitis Control in Dairy Herds,” Journal of Dairy Science, 81, (1998) 703-717.

32. Jacobson, S.H. and LW. Schruben, "A Harmonic Analysis Approach to Simulation

Sensitivity Analysis," IIE Transactions, 31 (3), March 1999. 231-243. 33. Allore, H.G. and L.W. Schruben, "Disease Management Research Using Event

Graphs," Computers and Biomedical Research, 33, August 1999, 245-259 34. Morrice, D. and L.W. Schruben, “A Frequency Domain Metamodeling Approach to

Transient Sensitivity Analysis,” IIE Transactions (2001) 33, 229-244. 35. Kimes, Sheryl E. and Lee W. Schruben, "Golf course revenue management: A study of

tee time intervals" Journal of Revenue and Pricing Management, (2002), 1.2 pp.111-120.

36. Schruben, L. W., and T. M. Roeder, “Fast Simulations of Large-Scale Highly-

Congested Systems.” Simulation (Transactions of the Society for Modeling and Simulation International) (March 2003), 79.3, .pp 1-11

37. Juran, D. C., and L. W. Schruben "Using Worker Personality and Demographic

Information to Improve System Performance Prediction", Journal of Operations Management, Vol. 22. Issue 4. Pages 355-367

38. Savage, E. L., Schruben, L. W., and Yücesan, E. (2005). On the Generality of Event-

Graph Models. INFORMS J. on Computing 17, 1 (Jan. 2005), pp. 3-9. 39. Swisher, J. R., P. D. Hyden, S. H. Jacobson, and L. W. Schruben (2005), “A Survey Of

Recent Advances In Discrete Input Parameter Discrete-Event Simulation Optimization”, IIE Transactions, 36(6), 591-600.

40. Nuno Gil, Iris D. Tommelein, Iris D., and Lee W. Schruben, (2006), External Change

in Large Engineering Design Projects: The Role of the Client, IEEE Trans. on Engineering Management, 52.3. pp. 426-39.

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41. David C. Juran, and Lee W. Schruben, (2006), Using Worker Personality and Demographic Information to Improve System Performance Prediction, Journal of Operations Management, 22 pp. 355-367.

42. Chan, W.K. Victor, and Lee W. Schruben, (2008), Optimization Models of Discrete-

Event System Dynamics, Operations Research, 56(5), pp 1218-1237. B.Papers Accepted for Publication:

1. Chan, W.K.V., L.W., Schruben, “Mathematical Programming Models of Closed Tandem Queueing Networks.” The ACM Transactions on Modeling and Computer Simulation (accepted April 6, 2008)

2. Schruben, L., “Simulation Modeling for Analysis,” to appear ACM Trans. on Modeling

and Simulation, 28 pages. (accepted June 20, 2008) 3. Schruben, L., Perspectives, Experiments, and Models, (online companion paper for

Simulation Modeling and Analysis) accepted for ACM Trans. on Modeling and Simulation, pp 19 pages. (accepted June 20, 2008)

4. Roeder, T. and L. Schruben “Information Models for System Simulation” accepted for

ACM Trans. on Modeling and Comp. Simulation.

C. Conference and Symposium Proceedings: 1. Schruben, L.W., “Tutorial on Simulation Output Analysis,” Proc. 1977 Winter

Simulation Conference, Gaithersburg, MD, December 5-7, 1977, 37-38. 2. Schruben, L.W. and P. Moser, “Study of an Automated Materials Handling Systems,”

Proc. 1978 Winter Simulation Conference, Miami Beach, FL., December 1978, 702-707. 3. Lavenberg, S., G. Fishman, W. Kelton, L.W. Schruben and P. Welch, “The Initial

Transient Problem in Steady State Simulation,” Proc. 1981 Winter Simulation Conference, Atlanta, GA, December 9-11, 1981, 113-120.

4. Schruben, L.W. and V. Cogliano, “Simulation Sensitivity Analysis: A Frequency

Domain Approach,” Proc. 1981 Winter Simulation Conference, Atlanta, GA, December 9-11, 1981, 455-459.

5. Schruben, L.W., R. Sargent, J. Ho, J. Silverman, and N. Steele, “Transaction Tagging in

Highly Congested Network Simulations,” Proc. 1982 Winter Simulation Conference, San Diego, CA, December 6-8, 1982.

6. Schruben, L.W., with D. Goldsman, “Using Process Central Limit Theorems in

Analyzing Simulation Output,” Proc. 1982 Winter Simulation Conference, San Diego, CA, December 6-8, 1982, 599-602.

16

7. Schruben, L.W., “Modeling Systems Using Discrete Event Simulation,” Proc. 1983

Winter Simulation Conference, Arlington, VA, December 12-14, 1983, 101-107. 8. Kelton, D., A. Law, B. Schmeiser, R. Andrews, P. Welch, P. Glynn, D. Iglehardt and

L.W. Schruben. “Steady-state Confidence Interval Methodology: A Forum on Theory, Practice, and Prospects,” Proc. 1984 Winter Simulation Conference, Dallas, TX, November 28-30, 1984, 243-249.

9. Schruben, L.W., “Overview of Standardized Time Series,” Proc. 1985 Winter Simulation

Conference, San Francisco, CA, December 11-13, 1985, 115-118. 10. Schruben, L.W., “Sequential Simulation Run Control Using Standardized Time Series,”

Invited paper to Computer Science and Statistics; Proc. 18th Symposium on the Interface, American Statistical Association, Fort Collins, CO, March 19-21, 1986, 257-260.

11. Schruben, L.W., “Simulation Optimization Using Frequency Domain Methods,” Proc.

1986 Winter Simulation Conference, Washington, D.C., December 8-10, 1986, 366-369. 12. Duersch, R. and L.W. Schruben, “An Interactive Run Length Control for Simulations on

PCs,” Proc. 1986 Winter Simulation Conference, Washington, D.C., 1986, 866-870. 13. Schruben, L.W., “A Disposable Graphical Event Synthesizer for Teaching Simulation

Model Building,” Proc. 1987 Winter Simulation Conference, Atlanta, GA, December 14-16, 1987, 72-76.

14. Som, T., R. Sargent, and L.W. Schruben, “Frequency Domain Metamodelling of a

Feedback Queue,” Proc. 1987 Winter Simulation Conference, Atlanta, GA, 1987, 419-423.

15. Schruben, L.W., “Using Simulation to Solve Problems: A Tutorial on the Analysis of

Simulation Output,” Proc. 1987 Winter Simulation Conference, Atlanta, GA, December 14-16, 1987, 40-41.

16. Schruben, L.W. and D. Briskman, “Teaching Simulation with SIGMA,” Proc. 1988

Winter Simulation Conference, San Diego, CA, December 12-14, 1988, 869-874. 17. Jacobson, S., D. Morrice and L.W. Schruben, “The Global Simulation Clock as the

Frequency Domain Experimental Index,” Proc. 1988 Winter Simulation Conference, San Diego, CA, December 12-14, 1988, 558-563.

18. Schruben, L.W. and E. Yucesan, “Simulation Graphs,” Proc. 1988 Winter Simulation

Conference, San Diego, CA., December 12-14, 1988, 504-508. 19. Barton, R. and L.W. Schruben, “Graphical Methods for the Design and Analysis of

Simulation Experiments,” Proc. 1989 Winter Simulation Conference, Washington, D.C., December 4-6, 1989, 51-61.

17

20. Morrice, D. and L.W. Schruben, “Simulation Sensitivity Analysis Using Frequency

Domain Experiments,” Proc. 1989 Winter Simulation Conference, Washington, D.C., December 4-6, 1989, 367-373.

21. Schruben, L.W. and E. Yucesan, “Simulation Graph Duality: A World View

Transformation for Simple Queuing Models,” Proc. 1989 Winter Simulation Conference, Washington, D.C., December 4-6, 1989, 738-745.

22. Schruben, L.W., “Simulation Graphical Modeling and Analysis (SIGMA) Tutorial,”

Proc. 1990 Winter Simulation Conference, New Orleans, LA, December 9-12, 1990, 158-161.

23. Morrice, D., L.W. Schruben and S. Jacobson, “Initial Transient Effects in the Frequency

Domain,” Proc. 1990 Winter Simulation Conference, New Orleans, LA, December 9-12, 1990, 357-359.

24. Schruben, L.W., “SIGMA Tutorial,” Proc. 1991 Winter Simulation Conference, Phoenix,

AZ, December 8-11, 1991, 95-100. 25. Healy, K. and L.W. Schruben, “Retrospective Simulation Response Optimization,” Proc.

1991 Winter Simulation Conference, Phoenix, AZ, December 8-11, 1991, 901-906. 26. Schruben, L.W., “Graphical Model Structures for Discrete Event Simulation,” Proc.

1992 Winter Simulation Conference, Arlington, VA, December 13-16, 1992, 241-245. 27. Schruben, L.W., “Modeling Priority Queues with Entity Lists: A SIGMA Tutorial,”

Proc. 1992 Winter Simulation Conference, Arlington, VA, December 13-16, 1992, 380-384.

28. Schruben, L.W., P. Sanchez, S. Sanchez, and V. Czitrom, “Variance Reallocation in

Taguchi’s Robust Design Framework,” Proc. 1992 Winter Simulation Conference, Arlington, VA, December 13-16, 1992, 548-556.

29. Schruben, L.W. and R. Barton, “Input Estimation for Simulations,” Proc. Industrial

Engineering Research Conference, Los Angeles, CA, May 26-27, 1993. 30. Schruben, L.W. and R. Barton, “Estimating Variation Due to the Use of Empirical

Distributions,” Proc. Industrial Engineering Research Conference, Los Angeles, CA, May 26-27, 1993.

31. Robinson, J., L.W. Schruben and J. Fowler, “Experimenting with Large-Scale

Semiconductor Manufacturing Systems: A Frequency Domain Approach to Factor Screening,” Proc. Industrial Engineering Research Conference, Los Angeles, CA, May 26-27, 1993, 112-116.

18

32. Barton, R. and L.W. Schruben, “Uniform and Bootstrap Resampling of Empirical Distributions,” Proc. 1993 Winter Simulation Conference, Los Angeles, CA, December 12-15, 1993, 503-508.

33. Schruben, L.W. and E. Yucesan, “Complexity of Simulation Models: A Graph

Theoretical Approach,” Proc. 1993 Winter Simulation Conference, Los Angeles, CA, December 12-15, 1993, 641-649.

34. Schruben, L.W., D. Morrice and A. Gupta, “Transient Sensitivity Analysis in Computer

Simulation,” Proc. of the 1994 European Simulation Multiconference, Barcelona, Spain, June 1994.

35. Schruben, L.W. and E. Yucesan, “Transforming Petri Nets into Event Graph Models,”

Proc. 1994 Winter Simulation Conference, Orlando FL, December 11-14, 1994, 560-565. 36. Schruben, L.W., R. Barton, J. Ford, D. Hopkins, D. Goldsman, and K. Healy, “USMED:

Broadening the Impact of Simulation Analysis Methodology,” Proc. 1994 Winter Simulation Conference, Los Angeles, CA, December 12-15, 1994, 1382-1386.

37. Schruben, L.W. and F. Chance, “Estimating Cycle-time Constrained Capacity via

Simulation,” Proc. Industrial Engineering Research Conference, Los Angeles, CA, May 1995.

38. Savage, E. and L.W. Schruben, “Eliminating Event Cancellation in Discrete Event

Simulation,” Proc. 1995 Winter Simulation Conference, Alexandria, VA, December 3-6, 1995, 744-750.

39. Schruben, L.W., “Building Reusable Simulators Using Hierarchical Event Graphs,”

Proc. 1995 Winter Simulation Conference, Alexandria, VA, December 3-6, 1995, 472-475.

40. Schruben, L.W., Panel Chair with P. Glynn, J. Henriksen, D. Pegeden, and B. Schmeiser,

“The Interface Between Simulation Output Analysis Research and Practice,” Proc. 1995 Winter Simulation Conference, Alexandria, VA, December 3-6, 1995, 346.

41. Schruben, L.W., “Modeling Paradigms for Discrete Event Dynamic Systems,” Keynote

Speaker, IASTED Proceedings, Pittsburgh, PA, April 24-27, 1996, 193. 42. Schruben, L.W. and E. Savage, “Visualizing Generalized Semi-Markov Processes,”

Proc. 1996 Winter Simulation Conference, San Diego, CA, December 8-11, 1996, 1465-1470.

43. Schruben, L.W., D. Goldsman and D. Morrice, “Using Null Effects Estimators in the

Analysis of Simulation Output,” Proc. 1996 Winter Simulation Conference, San Diego, CA, December 8-11, 1996, 376-371.

19

44. Schruben, L.W., “Simulations Optimization Using Simultaneous Replications and Event Time Dilation,” Proc. 1997 Winter Simulation Conference, Atlanta, GA, December 1997, 177-180.

45. Yucesan, E. and L.W. Schruben, “On the Modeling Power of Event Graphs,” European

Simulation Multiconference, 10, 1997, 97-106. (Best Paper Award.) 46. Schruben, L. W., Panel participant with J. W. Fowler, M. Fu, S. Brown, F. Chance, S.

Cunningham, C. Hilton, M. Janakiram, R. Stafford and J. Hutchby, “Operational Modeling & Simulation in Semiconductor Manufacturing,” Proceedings of the 1998 Winter Simulation Conference, 1998, 1035-1040.

47. Schruben, Lee W., “Deadlock Detection and Avoidance in Cluster Tools,” Proceedings of

the 1999 International Conference on Semiconductor Manufacturing Operational Modeling and Simulation, January 1999, 31-35.

48. Freimer, Michael and Lee Schruben, "Using Input Process Indicators for Dynamic

Decision Making," Proceedings of the 1999 Winter Simulation Conference, December 5-8, 1999, Phoenix, AZ, 325-329.

49. Hyden, Paul and Lee Schruben, "Designing Simultaneous Simulation Experiments,"

Proceedings of the 1999 Winter Simulation Conference, December 5-8, 1999, Phoenix, AZ, 389-394.

50. Rupert, David, Lee Schruben and Mike Freimer, "Meta-Modeling of a Cluster Tool

Simulator," Proceedings of the International Conference on Modeling and Analysis of Semiconductor Manufacturing (MASM2000), May 10-12, 2000, Tempe, AZ, 67-77.

51. Swisher, J. R., P. D. Hyden, S. H. Jacobson, and L. W. Schruben, “A Survey of

Simulation Optimization Techniques and Procedures,” to appear Proceedings of the 2000 Winter Simulation Conference, December 10-13, 2000, Orlando FL. (Abbreviated version of I.B.2.) (10 pages).

52. Schruben, Lee W., “Mathematical Programming Models of Discrete Event System

Dynamics,” to appear Proceedings of the 2000 Winter Simulation Conference, December 10-13, 2000, Orlando FL. (5 pages).

53. Hyden, Paul and Lee Schruben, "Improved Decision Processes Through Simultaneous

Simulation and Time Dilation," to appear in Proceedings of the 2000 Winter Simulation Conference. (6 pages).

54. Kimes, S. E., and L. W. Schruben, “Golf Revenue Management: A Simulation,”

Proceedings for the Joint Conference in Hospitality and Tourism, January 12-14 2001, Hong Kong.

20

55. Hyden, P., L. Schruben, and T. Roeder “Resource Graphs for Modeling Large-Scale, Highly Congested Systems.” Proceedings of the 2001 Winter Simulation Conference: 523-529.

56. Tayfur Altiok, W. David Kelton, Pierre L'Ecuyer, Barry L. Nelson, Bruce W. Schmeiser,

Thomas J. Schriber, Lee Schruben, James R. Wilson "Various ways academics teach simulation: are they all appropriate?" Proceedings of the 2001 Winter Simulation Conference pp. 1580-1591

57. Russell R. Barton, Lee Schruben "Resampling methods for input modeling" Proceedings

of the 2001 Winter Simulation Conference, pp. 372-378 58. Michael Freimer, Lee Schruben "Stochastic optimization using simulation: graphical

representation of IPA estimation" Proceedings of the 2001 Winter Simulation Conference pp. 422-427

59. Roeder, Theresa M., Seth A.. Fischbein, Mani Janakiram, and Lee W. Schruben. 2002.

Resource-Driven and Job-Driven Simulations. Proceedings of the 2002 International Conference on Modeling and Analysis of Semiconductor Manufacturing: 78-83.

60. Russell R. Barton, Russell C. H. Cheng, Stephen E. Chick, Shane G. Henderson, Averill

M. Law, Lawrence M. Leemis, Bruce W. Schmeiser, Lee W. Schruben, and James R. Wilson, "Current Issues in Simulation Input Modeling", Proceedings of the 2002 Winter Simulation Conference, December 2002, New Orleans: 353-369.

61. Michael Freimer and Lee Schruben, "Collecting Data and Estimating Parameters for

Input Distributions", Proceedings of the 2002 Winter Simulation Conference, December 2002, New Orleans pp. ??

62. Schruben, Lee W. and Theresa M. Roeder, "Approaches to Simulating Large-Scale

Highly-Congested Systems" (Extended Abstract), Proceedings of the 2003 Industrial Engineering Research Conference, May 17-20, 2003, Portland OR.

63. Chan, W. K. V. and L.W. Schruben. (2003). Properties of Discrete Event Systems from Their Mathematical Programming Representations. Proceedings of the 2003 Winter Simulation Conference, IEEE. 2003, pp.496-502

64. Schruben, L., T. Roeder, W. K. Chan, P. Hyden, and M. Freimer. 2003. “Advanced Event

Scheduling Methodology.” Proceedings of the 2003 Winter Simulation Conference, December, 2003, New Orleans

65. Chan, W. K. V. and L.W. Schruben. (2004). Generating Scheduling Constraints for Discrete Event Dynamic Systems. Proceedings of the 2004 Winter Simulation Conference, IEEE, pp.568-576.

21

66. Roeder, T., N. Govind, and L. Schruben. (2004). A Queueing Network Approach to Semiconductor Automated Material Handling Systems: How Much Information Do We Really Need? Proceedings of the 2004 Winter Simulation Conference: pp. 1956-1961.

67. Freimer, M., Schruben, L. W., Roeder, T. M., Standridge, C. R., Harmonosky, C. M., and Ståhl, I. (2004). You are going to teach simulation: now what? tips and strategies. In Proceedings of the 36th Conference on Winter Simulation (Washington, D.C., December 05 - 08, 2004). Winter Simulation Conference, 2057-2065.

68. Govind, N., D. Medeiros, R. Barton, and L. Schruben, (2004) Variance Response Surface Estimation for Robust Design: A Queueing System Framework, Proc. of the 2004 Industrial Engineering. Research Conference (IERC 2004, May, 2004.

69. Chu, Steve, Lee Schruben and Prasad v. Saraph (2005) Packaging Capacity Analysis of a Biopharmaceutical Production Operation, Proc. of the 2005 Winter Simulation Conference, M. E. Kuhl, N. M. Steiger, F. B. Armstrong, and J. A. Joines, eds. 2449–53.

70. Andradóttir, S., Goldsman, D., Schruben, L. W., Schmeiser, B. W., and Yücesan, E.(2005). Analysis methodology: are we done?. In Proceedings of the 37th Conference on Winter Simulation (Orlando, Florida, December 04 - 07, 2005). Winter Simulation Conference, pp. 790-796.

71. Chan, W. K. and Schruben, L. W. (2006). “Response gradient estimation using mathematical programming models of discrete-event system sample paths.” In Proceedings of the 38th Conference on Winter Simulation (Monterey, California, December 03 - 06, 2006). L. F. Perrone, B. G. Lawson, J. Liu, and F. P. Wieland, Eds. Winter Simulation Conference, pp. 272-278

72. Chan, W.K. and Schruben, L. W. (2008), “Gradient Estimation for Discrete-Event Systems Using Mathematical Programming.” Proceedings of 2008 NSF Engineering Research and Innovation Conference, Knoxville, Tennessee.

D.Papers Accepted for Publication in Refereed Proceedings:

1. Jeffrey S. Smith, Jeffrey S., John A. Hamilton, Jr., Richard E. Nance, Barry L. Nelson,

and Lee W. Schruben, Panel: What Makes Good Research In Modeling And Simulation: Assessing The Quality, Success, And Utility of M&S Research, Proceedings of the 2008 Winter Simulation Conference S. J. Mason, R. Hill, L. Moench, and O. Rose, eds. (6 pages accepted Spring 2008.)

2. Schruben, L, Analytical Simulation Modeling, Proceedings of the 2008 Winter

Simulation Conference S. J. Mason, R. Hill, L. Moench, and O. Rose, eds. (9 pages – invited Spring 2008)

22

3. Johnston, L, L. Schruben, A. Yang, and D. Zhang, Establishing the Credibility of a Biotech Simulation Model, Proceedings of the 2008 Winter Simulation Conference S. J. Mason, R. Hill, L. Moench, and O. Rose, eds. (4 pages – accepted Spring 2008).

4. Chan, W. K., and L. Schruben Mathematical Programming Representations for State-

Dependent Queues, Proceedings of the 2008 Winter Simulation Conference S. J. Mason, R. Hill, L. Moench, and O. Rose, eds.(7 pages – accepted Spring 2008).

II. NON-REFEREED PUBLICATIONS A.Technical Reports: 1. Schruben, L.W. and R. Smith, “A Generalized Ratio Estimator,” Technical Report 417,

School of Operations Research and Industrial Engineering, Cornell University, Ithaca, NY, March 1979.

2. Schruben, L.W., D. Goldsman and D. Heath, “The Joint Distribution of the Absolute

Maximum and its Location for a Brownian Bridge Process,” Report Series No. J-84-9, School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA, 1984.

3. Schruben, L.W. and D. Goldsman, “Initialization Effects in Computer Simulation

Experiments,” Technical Report 594, School of Operations Research and Industrial Engineering, Cornell University, Ithaca, NY, October 1983.

4. Schruben, L.W. and D. Goldsman, “On Selecting the Best of K Simulated Systems: An

Expository Survey,” Technical Report 596, School of Operations Research and Industrial Engineering, Cornell University, Ithaca, NY, November 1983.

5. Schruben, L.W. and P. Sanchez, “Significant Factor Identification Using Discrete

Spectral Methods,” Technical Report 654, School of Operations Research and Industrial Engineering, Cornell University, Ithaca, NY, March 1985.

6. Schruben, L.W. and E. Yucesan, “On the Generality of Simulation Graphs,” Technical

Report 773, School of Operations Research and Industrial Engineering, Cornell University, Ithaca, NY, October 1987.

7. Schruben, L.W., T. Som and R. Sargent, “Some Relevant Issues in Frequency Domain

Meta-modeling of Queuing Systems,” Research Report, Simulation Research Group, Syracuse University, Syracuse NY, 1987.

8. Schruben, L.W., S. Starbird, R. Milligan, and G. White, “Inventory Control in a New

York Apple Packing Plant,” Technical Report 87-6, Department of Agricultural Economics, Cornell University, Ithaca, NY, February 1988.

23

9. Schruben, L.W. and D. Morrice, “Frequency Domain Simulation Experiments; The False Negatives Problem,” Technical Report 784, School of Operations Research and Industrial Engineering, Cornell University, Ithaca, NY, April 1988.

10. Schruben, L.W. and S. Jacobson, “Gradient Estimation of Stochastic Dynamical System

Responses in the Frequency Domain,” Technical Report 785, School of Operations Research and Industrial Engineering, Cornell University, Ithaca, NY, April 1988.

11. Schruben, L.W. and E. Yucesan, “Equivalence of Simulations: A Graph Theoretic

Approach,” Technical Report 794, School of Operations Research and Industrial Engineering, Cornell University, Ithaca, NY, May 1988.

12. Schruben, L.W., D. Heath and A. Buss, “A Dynamic Response Surface Model for

Frequency Domain Simulation Experiments,” Technical Report 808, School of Operations Research and Industrial Engineering, Cornell University, Ithaca, NY, June 1988.

13. Schruben, L.W. and E. Yucesan, “A Note on a Formal Development of Event Graphs, as

an Aid to Structured and Efficient Simulation Programs,” Technical Report 847, School of Operations Research and Industrial Engineering, Cornell University, Ithaca, NY, July 1989.

14. Schruben, L.W. and R. Barton, “Graphical Methods for the Design and Analysis of

Simulation Experiments,” Technical Report 883, School of Operations Research and Industrial Engineering, Cornell University, Ithaca, NY, January 1990.

15. Schruben, L.W, “An Experimental Approach to Solving Some Manufacturing Problems,”

Technical Report, Department of Operations Research, Naval Post Graduate School, Monterey, CA, 1992.

16. Schruben, L.W., I. Duenyas and J. Fowler. (1994) “Case Studies in European and

Japanese Operational Modeling Capabilities,” Technical Report 93092021A-XFR. Modeling and Statistical Methods Group, SEMATECH, Austin, TX, March 1994.

17. Chan, W. K. V. and L.W. Schruben. (2003). Reversibility of Tandem Queueing

Networks From Their Mathematical Programming Representations. Technical Report, University of California-Berkeley, Berkeley, CA.

B. Working Papers and Papers Submitted for Publication:

24

18. Schruben, L.W. and R. Barton, "Simulating Real Systems," working paper. (Prof. Barton is spending his sabbatical Spring 2009 at Berkeley to finish on this)

19. Alterovitz, R., Li Yan, and L. Schruben, "Simulating Anticancer Drug Effects on Tumor Spheroid Growth Using Event Graphs", working paper from class project

20. Roginsky, M. and L. Schruben, “Characteristics of Internet Traffic” working paper from PhD thesis.

21. Schruben, L. “Conditional Parametric Petri Nets and Their Mapping To Simulation Event Graphs”, (paper accepted to ESMC, but I could not attend due to family emergency.)

22. Govind, N, R. Barton, D. Mederios, and L. Schruben, “A Response Surface Framework for Robust Design of Queueing Systems” submitted to Operations Research

23. Govind, N. R., Roeder, Theresa R., and L. Schruben, “A Simulation-based Closed

Queueing Network Approximation of Semiconductor Automated Material Handling Systems,” under review at Transactions on Modeling and Computer Simulation.

C.Conference Proceedings: 1. Schruben, L.W. and A. Pritsker, “Controlling the Quality of Simulation Output,” Proc.

1984 International TIMS Meeting, Copenhagen, Denmark, 1984.

2. Schruben, L.W., and R. Duersch, “Some Experiments with a Run Length Control for Simulations on PC’s,” Proc. 20th Annual Simulation Symposium, Tampa, FL, March 11-13, 1987.

3. Schruben, L.W., “Economics of Simulation,” Keynote Address: Proceedings of the

1992 European Simulation Multiconference, York, England, June 2-4, 1992.

4. Schruben, L.W. and R. Barton, “A New Graduate Course: Using Simulation Models for Engineering Designs,” Proc. 1992 International Conference on Simulation in Engineering Education, 1992, 279-301.

5. Schruben, L.W. and R. Barton, “Errors Due to Using Empirical Distributions in

Simulation Models,” Proc. SIAM Conference on Simulation and Monte Carlo Methods, San Francisco, CA, August 4-6, 1993.

6. Schruben, L.W., “Research on Simulation Modeling Paradigms,” Proceedings of the

1995 NSF Design and Manufacturing Grantees’ Conference, La Jolla, CA, January 4-6, 1995, 215-216.

7. Schruben, L.W., “On the Relationship Between Event Graphs and Generalized Semi-

Markov Processes,” Proc. of the 1996 NSF Design and Manufacturing Grantees’ Conference, Albuquerque, NM, January 2-5, 1996, 517-518.

25

8. Schruben, L.W. and E. Savage, “Mapping Generalized Semi-Markov Processes to

Event Graphs,” Proceedings of the 1997 NSF Design and Manufacturing Grantees’ Conference, Seattle, WA, January 7-10, 1997, 429-430.

9. Bradley, J., R. Roundy, S. Resnick, D. Ruppert, G. Samorodnitsky and L. Schruben,

“Cornell’s Factory Sciences Research Project,” Proceedings of the 1999 NSF Design and Manufacturing Grantees’ Conference, Long Beach, CA., January 1999, pp. 4

10 Roeder, T. and L. Schruben. 2002. "Simulating from a Resource Perspective."

(Abstracts only ) INFORMS 2002 San Jose. 11. Roeder, T., H. Ahn, and L. Schruben. 2002. "Approximating Resource Dedication in

Re-entrant Queueing Networks." (Abstracts only) INFORMS 2002 San Jose 12. Chan, Wai Kin, and Lee W. Schruben, "Mathematical Programming Representations of

Tandem Queueing Networks" (Abstracts only) Proceedings of the 2004 NSF Grantee's Conference, January 2004, Dallas TX.

13. Lee Schruben, Fowler, John,Mackulak, Gerald, "New Approaches to Simulation for

Semiconductor Manufacturing" (Abstracts only) INFORMS October, 2003 Atlanta 14. Chan, W. K. and L. W. Schruben. “Perturbation Analysis For Discrete-Event Systems

Using Mathematical Programming,” (Abstracts only) Simulation Optimization Session, 2005 INFORMS Annual Conference, Nov 2005, San Francisco, California.

15. Chan, W. K., and L. W. Schruben. “Mathematical Programming Representations of

Scheduling Problems,” 2005 NSF Design, Service and Manufacturing Grantees and Research Conference, Jan 2005, Scottsdale, Arizona.

16. Chan, W. K., L. W. Schruben, and J. George Shanthikumar. Analyzing First-

Order/Second-Order Properties of Discrete-Event Systems Using Mathematical Programming, IIE Annual Conference, 05/15/2005, Atlanta, Georgia.

17. Schruben, L. “Berkeley Biomanufacturing Workshop: Developing a Biomanufacturing

Systems Research Agenda” Proc. of the 2006 NSF Design, Service and Manufacturing Grantees and Research Conf., July 2006, St. Louis, Missouri.

18. Chan, W. K., and L. W. Schruben. “Optimization Models of Discrete-Event Stochastic

Systems,” Proc. of the 2006 NSF Design, Service and Manufacturing Grantees and Research Conf., July 2006, St. Louis, Missouri.

D.Refereed Technical Notes:

26

1. Schruben, L.W., “Reply to ‘Estimation and Simulation’ by Fox,” Invited letter to Management Science, 24 (8), (1978), 862.

III. BOOKS and CHAPTERS in BOOKS A. Books: 1. Schruben, L.W., SIGMA: A Graphical Simulation System, Scientific Press, San

Francisco, CA, 1991. (Selected as EDUCOM’s 101 All time Computing Success Stories.)

2. Schruben, L.W., Graphical Simulation Modeling, Scientific Press, San Francisco, CA,

1992. 3. Schruben, L.W., Graphical Simulation Modeling and Analysis using SIGMA for

Windows, Boyd and Fraser Publishing Co., Danvers, MA, 1995. 4. Schruben, L.W., Graphical Simulation Modeling and Analysis using SIGMA for

Windows, (Extensive software and text revisions for second printing.) Boyd and Fraser Publishing Co., Danvers, MA, 1995.

B. Book Chapters: 1. Schruben, L.W., “Designing Correlation Induction Strategies for Simulation

Experiments,” in N. Adam and A Dogramaci (Eds.), Current Issues in Simulation, Academic Press, New York, 1979, 235-256.

2. Schruben, L.W., “Testing for Initialization Bias in the Main of a Simulation Output

Series,” in R. Disney and T. Ott (Eds.), Applied Probability-Computer Science: The Interface, Birkhauser, Boston, 1982, 381-383.

3. Jacobson, S. and L.W. Schruben, “Optimization of Stochastic Dynamical Systems in

the Frequency Domain,” in A. Bensoussan and J.L. Lions (Eds.), Analysis and Optimization of Systems, Springer-Verlag Lecture Notes in Control and Information Sciences, 11, (1988), 925-938.

4. Schruben, L.W., “Simulation Graphical Modeling and Analysis (SIGMA),” J.

Boettcher (Ed.), in 101 Success Stories of Information Technology in Higher Education: The Joe Wyatt Challenge, McGraw Hill, Inc., New York, 1993, 133-138.

5. Duenyas, I., J. Fowler, and L.W. Schruben, “Japan’s Development of Scheduling

Methods for Manufacturing Semiconductors,” in J. Liker, J. Ettlie, and J. Campbell

27

(Eds.), Engineered in Japan: Japanese Technology-Management Practices, Oxford University Press, New York, Oxford, 1995, 263-277.

6. Schruben, Lee . Modeling Causality with Event Relationship Graphs, Chapter 23 in

Handbook of Dynamic System Modeling, Paul A. Fishwick ed., Chapman and Hall CRC Computer and Information Science, Boca Raton, FL, 23.1-21.

Rev 7/1/09