PUBLICATIONS

A. Geoffrion
UCLA Anderson School of Management

a) Books

1. Geoffrion, A.M. (Editor and contributor), Perspectives on Optimization, Addison-Wesley Publishing Co. (1972).

b) Chapters in Books

1. Geoffrion, A.M., "Large-Scale Linear and Nonlinear Programming," in Optimization Methods for Large-Scale Systems, D. Wismer (Ed.), McGraw-Hill (1971).

2. Geoffrion, A.M. and W.W. Hogan, "Coordination of Two-Level Organizations with Multiple Objectives," Techniques of Optimization, A.V. Balakrishnan (Ed.), Academic Press (1972).

3. Geoffrion, A.M., G. Graves and L. Lee, "Strategic Distribution System Planning: A Status Report," 179-204, in Studies in Operations Management, A. Hax (Ed.), North Holland/American Elsevier (1978).

4. Geoffrion, A.M., J. Morris, and S. Webster, "Distribution System Design," in Facility Location: A Survey of Applications, Z. Drezner (Ed.), Springer-Verlag, New York (1995).

5. Geoffrion, A.M., "Structured Modeling," in Encyclopedia of Operations Research & Management Science, S.I. Gass and C.M. Harris (Eds.), Kluwer Academic Publishers (1996). Revised version published in the Centennial Edition, 2001. Revised again for the forthcoming 2011 edition.

6. Geoffrion, A.M., "Restoring Transparency to Computational Solutions," in Decision Modelling and Information Systems: The Information Value Chain, by Nikitas-Spiros Koutsoukis and Gautam Mitra, Kluwer Academic Publishers (2003).

7. Geoffrion, A.M., "Lagrangian Relaxation for Integer Programming," in 50 Years of Integer Programming 1958-2008: From the Early Years to the State-of-the-Art, by M. Jünger, Th. M. Liebling, D. Naddef, G. L. Nemhauser, W. R. Pulleyblank, G. Reinelt, G. Rinaldi, and L. A. Wolsey (Eds.), Springer (2010).

c) Journal Articles

1. Geoffrion, A.M., "The Origin and Significance of Perceptron Theory," The Journal of Industrial Engineering, 12:6, 399-405 (1961).

2. Geoffrion, A.M., "A Summary of Exponential Smoothing," The Journal of Industrial Engineering, 13:4, 223-226 (1962).

Reprinted as Chapter 20 in Operations Management: Selected Readings, E.K. Groff and J.F. Muth (Eds.), Richard D. Irwin, Inc. (1969).
 
Reprinted in Management Science: An Anthology (History of Management Thought), Vol. II, S. Eilon (Ed.), Dartmouth Publishing Group (1995).
3. Geoffrion, A.M., "Strictly Concave Parametric Programming, Part I: Basic Theory," Management Science (Series A), 13:3, 244-253 (November 1966).

4. Brooks, R. and A.M. Geoffrion, "Finding Everett's Lagrange Multipliers by Linear Programming," Operations Research, 14:6, 1149-1153 (November-December 1966).

5. Geoffrion, A.M., "Strictly Concave Parametric Programming, Part II: Additional Theory and Computational Considerations," Management Science (Series A), 13:5, 359-370 (January 1967).

6. Geoffrion, A.M., "Solving Bi-Criterion Mathematical Programs," Operations Research, 15:1, 39-54 (January-February 1967).

7. Geoffrion, A.M., "Integer Programming by Implicit Enumeration and Balas' Method," SIAM Review, 9:2, 178-190 (April 1967).

8. Geoffrion, A.M., "Reducing Concave Programs with Some Linear Constraints," SIAM Journal on Applied Mathematics, 15:3, 653-664 (May 1967).

9. Geoffrion, A.M., "Stochastic Programming with Aspiration or Fractile Criteria," Management Science (Series A), 13:9, 672-679 (May 1967).

10. Geoffrion, A.M., "Proper Efficiency and the Theory of Vector Maximization," Journal of Mathematical Analysis and Application, 22:3, 618-630 (June 1968).

11. Geoffrion, A.M., "An Improved Implicit Enumeration Approach for Integer Programming," Operations Research, 17:3, 437-454 (May-June 1969).

12. Geoffrion, A.M., "Primal Resource-Directive Approaches for Optimizing Non-Linear Decomposable Systems," Operations Research, 18:3, 375-403 (May-June 1970).

13. Geoffrion, A.M., "Elements of Large Scale Mathematical Programming," Management Science, 16:11, 652-691 (July 1970). Published in two parts as the ninth and tenth in a series of twelve papers commissioned jointly by the Office of Naval Research and the Army Research Office.

Reprinted in Tutorial: Distributed Control, R.E. Larson (Ed.), IEEE Computer Society, New York (1979).
14. Geoffrion, A.M., "Duality in Nonlinear Programming," SIAM Review, 13:1, 1-37 (January 1971).

15. Geoffrion, A.M. and R. Marsten, "Integer Programming Algorithms: A Framework and State-of-the-Art Survey," Management Science, 18:9, 465-491 (May 1972).

16. Geoffrion, A.M., "Generalized Benders Decomposition," Journal of Optimization Theory and Applications, 10:4, 237-260 (October 1972).

17. Geoffrion, A.M., J.S. Dyer and A. Feinberg, "An Interactive Approach for Multi-Criterion Optimization, with an Application to the Operation of an Academic Department," Management Science, 19:4, 357-368 (December 1972).

18. Geoffrion, A.M., and G.W. Graves, "Multicommodity Distribution System Design by Benders Decomposition," Management Science, 20:5, 822-844 (January 1974).

19. Geoffrion, A.M., "Lagrangean Relaxation for Integer Programming," Mathematical Programming Study, 2, 82-114 (1974).

20. Geoffrion, A.M., "A Guide to Computer-Assisted Methods for Distribution Systems Planning," Sloan Management Review, 16:2, 17-41 (Winter 1975).

Reprinted by the Traffic Corporation, Washington, D.C. (1976).
21. Geoffrion, A.M., "Guided Tour of Recent Practical Advances in Integer Linear Programming," Omega, 4:1, 49-57 (1976).

22. Geoffrion, A.M. and G.W. Graves, "Scheduling Parallel Production Lines with Changeover Costs: Practical Application of a Quadratic Assignment/LP Approach," Operations Research, 24:4, 595-610 (July-August 1976).

23. Geoffrion, A.M., "Better Distribution Planning with Computer Models," Harvard Business Review, 54:4, 92-99 (July-August 1976).

Reprinted in Studies in Operations Management, A. Hax (Ed.), North Holland/American Elsevier (1978).
Reprinted in Marketing and the Computer: A Home Study Course, Harvard Business Review, Boston (1979).
Reprinted in Management Science Operations Research Cases and Readings, J.S. Dyer and R.D. Shapiro (Eds.), John Wiley & Sons (1982).
24. Geoffrion, A.M., "The Purpose of Mathematical Programming is Insight, Not Numbers," Interfaces, 7:1, 81-92 (November 1976).

25. Geoffrion, A.M. and R. Nauss, "Parametric and Postoptimality Analysis in Integer Linear Programming," Management Science, 23:5, 453-466 (January 1977).

26. Geoffrion, A.M., "How Can Specialized Discrete and Convex Optimization Methods be Married?", Annals of Discrete Mathematics, 1, 205-220 (1977).

27. Geoffrion, A.M., "Objective Function Approximations in Mathematical Programming," Mathematical Programming, 13:1, 23-37 (August 1977).

28. Geoffrion, A.M., "A Priori Error Bounds for Procurement Commodity Aggregation in Logistics Planning Models," Naval Res. Log. Quart., 24:2, 201-212 (June 1977).

29. Geoffrion, A.M., and R. McBride, "Lagrangean Relaxation Applied to Capacitated Facility Location Problems," AIIE Transactions, 10:1, 40-47 (March 1978).

30. Geoffrion, A.M., "Making Better Use of Optimization Capability in Distribution System Planning, AIIE Transactions, 11:2, 96-108 (June 1979).

31. Geoffrion, A.M. and T.J. Van Roy, "Caution: Common Sense Planning Methods Can Be Hazardous to Your Corporate Health," Sloan Management Review, 20:4, 31-42 (Summer 1979).

32. Geoffrion, A.M. and R.F. Powers, "Facility Location Analysis is Just the Beginning," Interfaces, 10:2, 22-30 (April 1980).

33. Geoffrion, A.M. and R.F. Powers, "Management Support Systems," Wharton Magazine, 5:3, 27-35 (Spring 1981).

34. Brown, G.G., A.M. Geoffrion and G.H. Bradley, "Production and Sales Planning with Limited Shared Tooling at the Key Operation," Management Science, 27:3, 247-259 (March 1981).

Reprinted in Production Planning and Scheduling: Mathematical Programming Applications, K. Lawrence and S. Zanakis (Eds.), American Institute of Industrial Engineers (1985).
35. Geoffrion, A.M., G.W. Graves and S.J. Lee, "A Management Support System for Distribution Planning," INFOR, 20:4, 287-314 (November 1982).

36. Geoffrion, A.M., "Can MS/OR Evolve Fast Enough?,"Interfaces, 13:1, 10-25 (February 1983).

37. Geoffrion, A.M., "An Introduction to Structured Modeling," Management Science, 33:5, 547-588 (May 1987).

38. Geoffrion, A.M., "Integrated Modeling Systems," Computer Science in Economics and Management, 2:1, 3-15 (1989).

39. Geoffrion, A.M., "The Formal Aspects of Structured Modeling," Operations Research, 37:1, 30-51 (January-February 1989).

40. Geoffrion, A.M., "Computer-Based Modeling Environments," European Journal of Operational Research, 41:1, 33-43 (July 1989).

41. Geoffrion, A.M., "FW/SM: A Prototype Structured Modeling Environment," Management Science, 37:12, 1513-1538 (December 1991). See items j5, j6 and k11.

42. Geoffrion, A.M., "The SML Language for Structured Modeling: Levels 1 and 2," Operations Research, 40:1, 38-57 (January-February 1992). See items k9 and k12.

43. Geoffrion, A.M., "The SML Language for Structured Modeling: Levels 3 and 4," Operations Research, 40:1, 58-75 (January-February 1992). See items k9 and k2.

44. Geoffrion, A.M., "Indexing in Modeling Languages for Mathematical Programming," Management Science, 38:3, 325-344 (March 1992). Portions appeared in item h5, see also item k10.

45. Geoffrion, A.M., "Forces, Trends and Opportunities in MS/OR," Operations Research, 40:3, 423-445 (May-June 1992).  HTML version

46. Neustadter, L., A.M. Geoffrion, S. Maturana, Y. Tsai and F. Vicuna, "The Design and Implementation of a Prototype Structured Modeling Environment," Annals of Operations Research, 38, 453-484 (1992).

47. Geoffrion, A.M., "Structured Modeling: Survey and Future Research Directions," ORSA CSTS Newsletter, 15:1, 11 pages (Spring, 1994). Updated May, 1996 and June, 1999 and published in ITORMS: Interactive Transactions on Operations Research and Management Science, 1:3.

48. Geoffrion, A.M. and R.F. Powers, "Twenty Years of Strategic Distribution System Design: An Evolutionary Perspective," Interfaces, 25:5, 105-127 (September-October 1995).

49. Geoffrion, A.M., "An Informal Annotated Bibliography on Structured Modeling," ITORMS: Interactive Transactions on Operations Research and Management Science, 1:2.  Most recently updated June, 1999.

50. Geoffrion, A.M., "A New Horizon for OR/MS," INFORMS Journal on Computing, Fall 1998.

51. Geoffrion, A.M. and R. Krishnan, "Introduction: Operations Research in the E-Business Era," Interfaces, 31:2, 1-5 (March-April, 2001).  See the companion Web site for all papers in this special issue and some additional materials.

52. Geoffrion, A.M. and R. Krishnan, "Prospects for Operations Research in the E-Business Era," Interfaces, 31:2, 6-36 (March-April, 2001).

53. Geoffrion, A.M., "Progress in Operations Management," Production and Operations Mangement, 11:1 (Spring 2002), 92-100.

54.  Geoffrion, A.M. and R. Krishnan, "E-Business and Management Science: Mutual Impacts (Part 1 of 2)," Management Science, 49:10, 1275-1286 (October 2003).

55.  Geoffrion, A.M. and R. Krishnan, "E-Business and Management Science: Mutual Impacts (Part 2 of 2)," Management Science, 49:11, 1445-1456 (November 2003).
 

d) Conference Proceedings

1. Geoffrion, A.M., "A Markovian Procedure for Concave Programming with Some Linear Constraints," Proc. Fourth International Conference on Operational Research, D.B. Hertz and J. Melese (Eds.), John Wiley & Sons (1966).

2. Geoffrion, A.M., "Physical Distribution in the Year 2000: Role of Computers and Management Science," Proceedings of the Thirteenth Annual Conference of the National Council of Physical Distribution Management, NCPDM, Inc. (1975).

3. Geoffrion, A.M., "Capital Portfolio Optimization: A Managerial Overview," Proceedings of the National Communication Forum, 40:1, 6-10 (1986).

4. Geoffrion, A.M., "Reusing Structured Models via Model Integration," Proceedings of the Twenty-Second Hawaii International Conference on System Sciences, IEEE Computer Society Press (1989). Refereed.

Reprinted in Current Research in Decision Support Technology, R.W. Blanning and D.R. King (Eds.), IEEE Computer Society Press (1992).
5. Geoffrion, A.M., "A Taxonomy of Indexing Structures for Mathematical Programming Modeling Languages," Proceedings of the Twenty-Third Hawaii International Conference on System Sciences, IEEE Computer Society Press (1990). Refereed.

6. Geoffrion, A.M., and S. Maturana, "Generating Optimization-Based Decision Support Systems," Proceedings of the Twenty-Eighth Hawaii International Conference on System Sciences, Vol. III, IEEE Computer Society Press, 439-448 (1995). Refereed. Postscript version.

e) Book Review

1. Review of Optimization Theory for Large Systems by L.S. Lasdon, Operations Research, 19:6, 1546-1549 (1971).

f) Reports (not intended for publication)

1. "A Parametric Programming Solution to the Vector Maximum Problem with Applications to Decisions Under Uncertainty," Tech. Report No. 11, Stanford University (February 1965), 139 + viii (Ph.D. Thesis in the Operations Research Program).

2. "A New Global Optimization Technique for Gaseous Diffusion Plant Operation and Capital Investment," prepared for Atomic Energy Commission Combined Operations Planning, 20 pp. (July 1970).

3. "Academic Department Management: An Application of an Interactive Multi-Criterion Optimization Approach," with J.S. Dyer and A. Feinberg, Paper P-25, Ford Foundation Program for Research in University Administration, Office of the Vice President-Planning University of California, Berkeley, 27 pp. (October 1971). Substantial portions published in article c17.

4. Model Aggregation (draft research monograph), UCLA, 300 pp. (1983).

5. "Technical Documentation for FW/SM," with S. Maturana, L. Neustadter, Y. Tsai and F. Vicuna, UCLA, 102 pp. (April 1990). Provides supporting detail for articles c41 and c46.

6. "User Documentation for FW/SM Release X92-04," with S. Maturana, L. Neustadter, Y. Tsai and F. Vicuna, UCLA, 96 pp. (April 1992). Provides supporting detail for articles c41 and c46.

g) Working Papers (unpublished only)

1. "Relaxation and the Dual Method in Mathematical Programming," Working Paper 135, Western Management Science Institute, UCLA, 25 pp. (March 1968). These results are reproduced (with credit) in Sec. 5.2 of L.S. Lasdon, Optimization Theory for Large Systems, MacMillan (1970), thereby rendering independent publication unnecessary.

2. "Resource Allocation in Decentralized Non-Market Organizations with Multiple Objectives," UCLA, 10 pp. (August 1970). Distributed at the Second World Congress of the Econometric Society, Cambridge (England). Incorporated into chapter b2.

3. "Vector Maximal Decomposition Programming," Working Paper 164, Western Management Science Institute, UCLA, 24 pp. (September 1970). Distributed at the VII International Symposium on Mathematical Programming, The Hague (Holland), September 1970. Not for publication; about 2/3 of the results were incorporated into chapter b2 and article c17.

4. "On Managing an Academic Career in Management Science," Working Paper 229, Western Management Science Institute, UCLA, 25 pp. (March 1975). Not for publication (personal essay).

5. "Using an Auxiliary Model to Guide the Design of a Very Large Logistic Planning Model," Working Paper 262, Western Management Science Institute, UCLA, 21 pp. (January 1977).

6. "Customer Aggregation in Distribution Modeling," Working Paper 259, Western Management Science Institute, UCLA, 17 pp. (October 1976).

7. "Aggregation Theory and Its Application to Modeling in Mathematical Programming," Working Paper 278, Western Management Science Institute, UCLA, 16 pp. (December 1977).

8. "Modeling Approaches and Systems Related to Structured Modeling," Working Paper 339, Western Management Science Institute, UCLA, 27 pp. (February 1987).

9. "SML: A Model Definition Language for Structured Modeling," Working Paper 360, Western Management Science Institute, UCLA, 137 pp. (August 1990). Not for publication; provides extensive supporting detail for articles c42 and c43.

10. "Indexing in Modeling Languages for Mathematical Programming," Working Paper 371, Western Management Science Institute, UCLA, 180 pp. (July 1991). Not for publication; appendices (151 pp.) provide essential supporting detail for article c44.

11. "FW/SM: A Prototype Structured Modeling Environment," Working Paper 377, Western Management Science Institute, UCLA, 35 pp. (July 1991). Not for publication; appendix provides additional detail for article c41.

12. "The SML Language for Structured Modeling," Working Paper 378, Western Management Science Institute, UCLA, 160 pp. (August 1990). Not for publication; provides much additional material beyond what appears in articles c42 and c43, which are subsets of this tutorial.

13. Part IB of item c49 contains an annotated list of 30 Informal Notes not listed elsewhere in this list of publications. All are on various aspects of structured modeling, and were written for students and cooperating researchers. Although not intended for publication, some Informal Notes provided material for subsequent working papers and articles.

h) Abstracts

1. Geoffrion, A.M., "Structured Modeling," Journal of Mathematical Social Sciences, 14, 195-198 (1987).

i) Magazine

1. "Readability Counts," OR/MS Today, 18: 6 (December, 1991).

2.  "Why Referee?," OR/MS Today, 18: 6 (December, 1991).

3. “Wired: Practitioners Need Electronic Mail,” OR/MS Today, 20: 5 (October 1993).

4. President's Desk column on top priorities, OR/MS Today, 24:1 (February 1997).

5. President's Desk column on the importance of volunteering, OR/MS Today, 24:2 (April 1997).

6. President's Desk column on meetings initiatives, OR/MS Today, 24:3 (June 1997).

7. President's Desk column on Student Union, OR/MS Today, 24:4 (August 1997).

8. President's Desk column on the partnership between the staff and volunteer organizations, OR/MS Today, 24:5 (October 1997).

9. President's Desk column on the future of INFORMS, OR/MS Today, 24:6 (December 1997).

10.  "Cashing in on E-Commerce," OR/MS Today, 27:4 (June 2000).