|
Phil Kaminsky Industrial
Engineering and Operations Research University of
California @ Berkeley |
|
|||||||
|
|
|
|||||||
|
|
Emeritus Professor of Industrial Engineering and
Operations Research Also at Amazon. |
|
||||||
|
|
University
of California Tel:
(510)
642-4927 |
|
||||||
|
|
Phil Kaminsky is the Earl J. Isaac Professor Emeritus in the Science
and Analysis of Decision Making in the Department of Industrial Engineering
and Operations Research at UC Berkeley. He is also a Senior Principal
Research Scientist at Amazon, where he leads the Transportation Marketplace
Science team. Previously, he served as Executive Associate Dean and Associate
Dean for Student Affairs in the UC Berkeley College of Engineering, and
before that, faculty director of the Sutardja Center for Entrepreneurship and
Technology, director of the Initiative for Research in Biopharmaceutical
Operations, and department chair of Industrial Engineering and Operations
Research. Professor Kaminsky's research focuses primarily on the
analysis and development of robust and efficient tools and techniques for
design, operation, and risk management in logistics systems and supply
chains. This encompasses operational issues including the modeling and
analysis of production and control systems, as well as more tactical and
strategic concerns, including the integration of production, distribution,
and pricing strategies, and more broadly the analysis of issues that arise in
integrated supply chain management. Much of his current work is centered on two main themes:
strategic, tactical, and operational issues that arise in the operation of
biopharmaceutical firms; and collaborative, sustainable logistics. Other
current projects focus on the development of novel flexible algorithms for
supply chain optimization, container terminal operations, efficient operation
of operating rooms, and quantitative modeling of behavior change for
personalized healthcare. His research has been funded by the National Science
Foundation, BioMarin, Bayer, Genentech, Navis, Project Production Institute,
Material Handling Institute, Toyota, and FICO. Professor Kaminsky received his BS in Chemical Engineering
from Columbia University in 1989, and his MS and PhD in Industrial
Engineering and Management Science from Northwestern University in 1997.
Before graduate school, he worked in production
engineering and control at Merck in Rahway, New Jersey. |
|
||||||
|
|
Papers and Chapters Adler, I., D. bu, and p. kaminsky. 2023. Production Lot Sizing with
Immediately Observable Random Production Rate. Submitted for publication. Y. MINTZ, A. ASWANI, P. KAMINSKY, E. FLOWERS, AND Y. FUKUOKA. 2023. Behavioral Analytics for Myopic
Agents. European Journal of Operational Research, Vol 310(2), pp. 793-811 B. BEBITOGLU, A. SEN, AND P.
KAMINSKY. 2023. Constrained multi-location assortment
optimization Under the multinomial logit model. Naval
Research Logistics. A. JABBARI AND KAMINSKY, P. 2021. Online
scheduling to minimize total weighted (modified) earliness and tardiness.
Journal of Scheduling, Vol. 24, pp 431-446. Y. Mintz, A. Aswani, P. Kaminsky, E. Flowers, and Y. Fukuoka. 2020. Non-stationary
bandits with habituation and recovery dynamics. Operations Research, Vol.
68(5), pp. 1286-1624. Jabbari, A., Tommelein, I.D.,
and Kaminsky, P. 2020. Workload
Leveling Based On Work Space Zoning for Takt
Planning. Automation in Construction, Vol 118. W. Ferrell, K. Ellis, P. Kaminsky, and C. Rainwater. 2019. Horizontal
Collaboration: Opportunities for Improved Logistics Planning. International
Journal of Production Research. S. Ding and P. Kaminsky. 2019. Centralized
and Decentralized Warehouse Logistics Collaboration. Manufacturing & Service
Operations Management. Extended version available here P. KAMINSKY AND Y. WANG. 2018. Multi-period
Process Flexibility with Inventory. Flexible Services and Manufacturing
Journal 31, pp 833-893. Sen, A., A. Atamturk and P. Kaminsky. 2018. A Conic
Integer Programming Approach to Constrained Assortment Optimization under the
Mixed Multinomial Logit Model. Operations Research, Vol. 66(4), pp.
994-1000. M. Zhou, Y. Fukouka, Y. Mintz, K. Goldberg, P. Kaminsky, E. Flowers, and
A. Aswani. 2018. Evaluating Machine Learning Based Automated
Personalized Daily Step Goals Delivered through a Mobile Phone App: a
Randomized Controlled
Trial. JMIR Mhealth Uhealth 2018;6(1):e28. P. KAMINSKY AND S. LIU. 2018. A Two-Step Gradient
Estimation Approach to for Setting Supply Chain Operating Parameters.
Computers & Operations Research 92, pp. 98-110 A. Aswani, P. Kaminsky, Y. Mintz, E. Flowers, and Y. Fukuoka. 2019. Behavioral
Modeling in Weight Loss Interventions. European Journal of Operations Research,
272(3) pp. 1058-1072 H-S. Ahn, S. Jasin, P. Kaminsky, and Y. Wang. 2017. Analysis of
Deterministic Control and Its Improvements for an Inventory Problem with
Multiproduct Batch Differentiation. Operations Research, 66 (1), pp.
58-76. Gumus, M, P Kaminsky, and S. Mathur. 2016. Impact of Product
Substitution and Retail Capacity on Price Promotions: Theory and Evidence.
International Journal of Production Economics 54(7), pp.2108-2135. H.C. Hwang, H-S. Ahn, and P. Kaminsky. 2016. Algorithms
for the Two-Stage Production-Capacitated Lot-Sizing Problem. Journal of
Global Optimization 65(4), 777-799. Kaminsky, P., and Y. Wang. 2015. Analytical
Models for Biopharmaceutical Operations and Supply Chain Management: A Survey
of Research Literature. Pharmaceutical Bioprocessing 3 (1), pp. 61-73 Kaminsky, P. and M. Yuen. 2014. Production
Capacity Investment with Data Updates. IIE Transactions 46,
pp. 664-682. HWANG, HC, H. AHN AND P. KAMINSKY. 2013. Basis Paths
and a Polynomial Algorithm for the Multi-Stage Production-Capacitated
Lot-Sizing Problem. Operations Research 61, pp. 469-482. Janjevic, M., P. Kaminsky, and A. BallE Ndiaye. 2013. Downscaling
the consolidation of goods-state of the art and transferability of
micro-consolidation initiatives. European Transport 54(4), pp. 1-23. BULBUL, K. AND P. KAMINSKY. 2012. A Linear
Programming-Based Method for Job Shop Scheduling Journal of Scheduling
16 pp. 161-183. GUO, X, P. KAMINSKY,
P. TOMECEK, AND M. YUEN. 2011. Optimal Spot
Market Inventory Strategies in the Presence of Cost and Price Risk. Mathematical Methods
of Operations Research. KAMINSKY, P. AND O. KAYA. 2009. Combined
Make-to-Order/Make-to-Stock Supply Chains. IIE
Transactions 41 pp. 103-119. AHN, H., M. GUMUS AND
P. KAMINSKY. 2009. Inventory,
Discounts, and the Timing Effect. Manufacturing & Service Operations
Management. 11, pp. 613-629. TOMMELEIN, I.D.,
BALLARD, G., and KAMINSKY, P. 2008. Supply Chain
Management for Lean Project Delivery in Handbook of Construction Supply Chain
Management, Ch. 6, pp. 6-1 to 6-22. KAMINSKY, P. AND O. KAYA. 2008. Scheduling
and Due-Date Quotation in a MTO Supply Chain. Naval Research
Logistics 55, pp. 444-458. KAMINSKY, P. AND Z-H. LEE. 2008. Effective
On-Line Algorithms for Reliable Due Date Quotation and Large-Scale Scheduling. Journal of
Scheduling 11, pp. 187-204. KAMINSKY, P. AND O. KAYA. 2008. Inventory
Positioning, Scheduling, and Lead Time Quotation in Supply Chains. International
Journal of Production Economics 114, pp. 276-293. AHN, H., M. GUMUS AND
P. KAMINSKY. 2007. Pricing and Manufacturing
Decisions When Demand is a Function of Prices in Multiple Periods. Operations Research
55, pp. 1039-1057. BULBUL, K, P.
KAMINSKY, AND C. YANO. 2007. Preemption
in Single Machine Earliness/Tardiness. Journal of
Scheduling 10, pp. 271-292. AHN, H. AND P. KAMINSKY. 2005. Production
and Distribution Policy in a Two-Stage Stochastic Push-Pull Supply Chain. IIE Transactions 37,
pp. 609-621. NEWMAN, A, C. YANO,
AND P. KAMINSKY. 2005. Third Party
Logistics Planning with Routing and Inventory Costs. In Supply Chain
Optimization, J. Geunes and P. Pardalos,
eds: Kluwer Academic Publishers KAMINSKY, P. AND D. HOCHBAUM. 2004. Due Date
Quotation Models and Algorithms. Handbook of Scheduling, Joseph Y. Leung
(ed.), Chapman Hall/CRC. KAMINSKY, P. AND J. SWAMINATHAN. 2004. Effective
Heuristics For Capacitated Production Planning with
Multi-Period Production and Demand With Forecast Band Refinement. Manufacturing &
Service Operations Management 6, p. 184-194. BULBUL, K, P.
KAMINSKY, AND C. YANO. 2004. Flow shop
scheduling with earliness, tardiness, and intermediate inventory holding
costs.
Naval Research Logistics 51, pp. 407-445. SIMCHI-LEVI, D., P.
KAMINSKY, AND E. SIMCHI-LEVI. 2004. Managing the
Supply Chain: The Definitive Guide for The Business Professional. McGraw-Hill: New
York. KAMINSKY, P. 2003. The
Effectiveness of the Longest Delivery Time Rule for the Flow Shop Delivery
Time Problem.
Naval Research Logistics 50, pp. 257-272. KAMINSKY, P. AND D. SIMCHI-LEVI. 2003. Production
and Distribution Lot Sizing in a Two Stage Supply Chain. IIE Transactions
35(11), pp.1065-1074. KAMINSKY, P. AND J. SWAMINATHAN. 2001. Utilizing
Forecast Band Refinement For Capacitated Production
Planning.
Manufacturing & Service Operations Management 3, p. 68-81. KAMINSKY P. AND D.
SIMCHI-LEVI. 2001. Asymptotic Analysis
of an On-line Algorithm for the Single Machine Completion Time Problem With Release Dates. Operations
Research Letters. 29, p. 141-148 KAMINSKY P. AND D.
SIMCHI-LEVI. 2001. The
Asymptotic Optimality of the SPT Rule for the Flow Shop Mean Completion Time
Problem.
Operations Research 49, p. 293-304 SIMCHI-LEVI, D., P.
KAMINSKY, AND E. SIMCHI-LEVI. Designing
and Managing the Supply Chain. Irwin McGraw-Hill: New York. First Edition (2000) Second Edition (2003) Third Edition (2008) KAMINSKY, P. AND D. SIMCHI-LEVI. 1998. A New
Computerized Beer Game: A Tool For Teaching the
Value of Integrated Supply Chain Management. In Supply Chain and
Technology Management. Hau Lee and Shu Ming Ng, eds., The Production and
Operations Management Society: Miami, Florida. KAMINSKY, P. AND D. SIMCHI-LEVI. 1998. Probabilistic
Analysis and Practical Algorithms for the Flow Shop Weighted Completion Time
Problem.
Operations Research 46, p. 872-882
M. Zhou, Y. Mintz, Y. Fukuoka, K. Goldberg, E. Flowers, P. Kaminsky, A.
Castillejo, and A. Aswani. 2018, Personalizing mobile fitness
apps using reinforcement learning, In ACM Workshop on Theory-Informed
User Modeling for Tailoring and Personalizing Interfaces (HUMANIZE). H-C Hwang, H-S Ahn and P Kaminsky. 2012. A Single Phase Dynamic Program with Independent Production
Decision for Production-Capacitated Two- and Multi-Stage Lot-Sizing Problems. Proceedings of the 3nd International Workshop on Lot Sizing, Rotterdam, the
Netherlands. P. Kaminsky and M. Yuen. 2011. Production
Capacity Investment With Trial Result Updates. Proceedings of the
2011 MSOM Conference. H-C Hwang, H-S Ahn and P Kaminsky. 2011. A polynomial
time algorithm for the multi-stage lot-sizing problem with production
capacities.
Proceedings of the 2nd International Workshop on Lot Sizing, Istanbul, Turkey. Papavasiliou, A, S. S. Oren, I. Sidhu and P.
Kaminsky. 2009. Renewable Energy
Supply for Electric Vehicle Operations in California. Proceedings of the
32nd IAEE International Conference, San Francisco, CA, June 2009. GUMUS, M., P.
KAMINSKY, E. TIEMROTH AND M. AYIK. 2008. A
Multi-stage Decomposition Heuristic for the Container Stowage Problem. Proceedings of the
2008 MSOM Conference. HAMZEH, F., TOMMELEIN,
I.D., BALLARD, G., and KAMINSKY, P. 2007. Logistics
Centers to Support Project-based Production in the Construction Industry. In Pasquire, C.L. and Tzortzopoulos,
P. (editors)(2007). Proceedings of the 15th Annual
Conference of the International Group for Lean Construction (IGLC 15), 18-20
July 2007, East Lansing, MI. AHN, H-S, O. ALPER AND
P. KAMINSKY. 2006. Effective Distribution
Policies Utilizing Logistics Contracting. Proceedings of the
2006 MSOM Conference. KAMINSKY, P. AND H-S AHN. 2006. Models and
Algorithms for Integrated Multi-Stage Production/Distribution Systems: Third
Party Logistics. Proceedings of the 2006 NSF Design, Service,
and Manufacturing Research Conference. KAMINSKY, P. AND O. Kaya. 2006. MTO-MTS
Production Systems in Supply Chains. Proceedings of the 2006 NSF Design, Service,
and Manufacturing Research Conference. KAMINSKY, P. AND O. KAYA. 2005. Career:
Scheduling of Large Scale Systems: Probabilistic Analysis and Practical
Algorithms for Due Date Quotation. Proceedings of the 2005 NSF Design, Service,
and Manufacturing Research Conference. KAMINSKY, P., H-S AHN,
AND O. ALPER. 2005. Models and
Algorithms for Integrated Multi-Stage Production/Distribution Problems. Proceedings of the
2005 NSF Design, Service, and Manufacturing Research Conference. KAMINSKY, P. AND O. KAYA. 2005. Centralized
Versus Decentralized Scheduling and Due Date Quotation in a Make-to-Order
Supply Chain. Proceedings of the 2005 MSOM Conference. KAMINSKY, P. AND Z-H. LEE. 2003. On-Line
Algorithms for Due Date Quotation with Lateness Penalties. Proceedings of the
2003 NSF Design, Service, and Manufacturing Research Conference. CHAN, A., P.KAMINSKY, A.MURIEL, AND D.SIMCHI-LEVI. 1996. New Results
for Flowshop and Parallel Machine Scheduling
Problems. Proceedings of the 1996 MSOM Conference, Hanover, New Hampshire,
pp.213-218. Articles Kaminsky, P., J. Liu, and J. Olsen-Claire 2012. Survey:
Optimizing Global Biopharmaceutical Operations through Risk Mitigation and
Management. BioPharm International, December 2012. Johnson, R, and P. Kaminsky. 2008. Biopharmaceutical
Operations: Developing the Science.PharmaFocus Asia # 9.
|
|
||||||
|
|
|
|
||||||
|
|
[Note:
Course information available on bSpace and bCourses] Current Courses: IEOR180: Senior Project IEOR250: Introduction to Production and Logistics Planning Models Past courses: IEOR 153: Logistics Network Design and Supply Chain Management IEOR 290L: Logistics Modeling IEOR 251: Facilities Design and Logistics IEOR 199: Supply Chain Management |
|
||||||
|
|
Arman
Jabbari. PhD expected 2019. Area: Project Supply Chain Management Tugce Gurek. PhD expected 2018. Area: OR Scheduling Heejung
Kim. PhD expected 2018. Area: Production planning. Shiman Ding.
PhD 2017. Area: Logistics collaboration. Currently
at Google. Yang Wang.
PhD 2017. Area: Biopharmaceutical operations. Currently at FedEx. Dan Bu.
2016. Production Planning and Inventory Control in Pharmaceutical
Manufacturing Process. Currently at Amazon. Stewart
Liu. PhD expected 2017. Area: Supply Chain Optimization. Currently on the faculty of SF State. Ming Yuen.
PhD 2013. Capacity Planning in the Pharmaceutical Industry. Currently at a
startup Osman
Engin Alper. PhD 2010. (Jointly advised with w/H.Ahn.) Third Party Logistics Contracts Mehmet
Gumus. PhD 2007. (Jointly advised w/H. Ahn.) Joint Pricing/Production Models.
Currently on the faculty of McGill University. Onur Kaya.
PhD 2006. Supply Chain Due Date Quotation. Zu-Hsu
Lee. PhD 2002. Algorithms for Due Date Quotation. Kerem Bulbul.
PhD 2002. (Jointly advised w/C. Yano.) Just in Time Scheduling in the Supply
Chain. |
|
||||||
|
|
|
|||||||
