Publications
- Book Reviews
- Book Chapters
- Refereed Journal Papers
- Papers in Review for Journal
- Patents
- Refereed Conference Proceedings
- Non-Refereed Conference Proceedings
- Technical Reports
- Conference Presentations
Book Reviews
- General
Statistics, by Warren Chase and Fred Brown, 1997, Wiley, ISBN
0-471-05584-0. Reviewed by Abhijit Gosavi and Tapas K. Das . Review
published in IIE Transactions on Operations Engineering, 29 , 9, 1997.
-
Benchmarking- Theory and Practice by Asbjorn Rolstadas (editor), 1995,
Chapman and Hall. Reviewed by Tapas K. Das . Review published in IIE Transactions on Operations Engineering, 30 , 9, 1998.
Book Chapters
- Das, T. K. and Miller, W. A. , 1999. "Quality Control in Cellular Manufacturing", Handbook on Cellular Manufacturing Systems , John Wiley, edited by S. A. Irani.
- Pachano-Azuaje, F. and Das, T.
K. 2001. Simultaneous Monitoring of Mean and Variance Through
Optimally Designed SPRT Charts. Integrated Optimal Modeling
in Production, Inventory, and Quality Management (edited by
A. Rahim and Mohamed Ben-Daya), Kluwer Academic Publishers.
Refereed Journal
Papers
- Nanduri, V.
and Das, T. K. 2008.
A
Reinforcement Learning Approach to obtain Nash Equilibria of
Multiplayer Matrix Games. (To appear in IIE Transactions on
Operations Engineering).
- Das, T. K.,
Savachkin, A. and Zhu, Y., 2007. A Large Scale Simulation Model
of Pandemic Influenza Outbreaks for Assessment of Societal Risk
and Development of Dynamic Mitigation Strategies. (Accepted
for publication in IIE Transactions, Special issue on Healthcare
Engineering).
- Nanduri, V. and Das, T. K. 2007.
A Reinforcement Learning Model to Assess Market Power under Auction-Based Energy Pricing. IEEE Transactions on Power Systems , Vol. 22, 1, pp. 85-95.
- Ganesan, R., Das, T. K., and Ramachandran, K., 2007. A Multiresolution Analysis-Assisted Reinforcement Learning Approach to Run-by-Run control. IEEE Transactions on Automation Science and Engineering, Vol. 4, 2, pp. 182-193.
- Fakih, S. J., and Das, T. K., 2006,
LEAD: A Methodology for Learning Efficient
Approaches to Medical Diagnosis. IEEE Transactions on Information Technology in BioMedicine , Vol. 10, 2, pp 1-9.
- Das, T. K., Ganesan, R., Sikdar, A., and Kumar, A., 2005. “Online End Point Detection in CMP using SPRT of Wavelet Decomposed Sensor Data." IEEE Transactions on Semiconductor Manufacturing , 18, 3, 440-447.
-
Paternina-Arboleda, C. D. and Das, T. K., 2005. "A Multi-Agent
Reinforcement Learning Approach to Obtaining Dynamic Control Policies
or Stochastic Lot Scheduling Problem." Simulation Modeling Practice and Theory , 13, 389-406.
- Ganesan, R., Das, T. K., and Venkataraman, V., 2004. "
Wavelet Based Multiscale Statistical Process Monitoring – A Literature Review.
" IIE Transactions on Quality and Reliability,
Vol 36. pp
787-806.
- Ragupathi, R. and Das, T. K. 2004. “
Stochastic Game Approach for Modeling Wholesale Energy Bidding in Deregulated Power Markets.
” IEEE Transactions on Power Systems , 19, 2, pp. 849-856.
- Ravulapati, K. K., Rao, J., and Das , T. K., 2004. "A Reinforcement Learning Approach to Stochastic Business Games."
IIE Transactions on Scheduling and Logistics , 36, pp. 373-385.
- Gosavi,
A., Das , T. K. and Sarkar, S., 2004. "A Simulation-Based Learning
Automata Framework for Solving Semi-Markov Decision Problems Under
long-Run average Reward." IIE Transactions in Operations Engineering, 36, 6, pp. 557-567.
- Ganesan, R., Das, T. K., Sikdar, A., and Kumar, A., 2003. " Wavelet Based Detection of Delamination Defect in CMP Using Nonstationary Acoustic Emission Signal." IEEE Transactions on Semiconductor Manufacturing , 16, 4, pp 677-685.
- Rao, J., Ravulapati, K. K., and Das, T. K., 2003. "A Simulation Based Approach to Study Stochastic Inventory-Planning Games."
International Journal of Systems Science, 34, 12-13, pp 717-730.
- Gosavi, A., Bandla, N., and Das,
T. K. 2002. “A Reinforcement Learning Approach to Airline Seat
Allocation for Multiple Fare Classes with Overbooking.” IIE
Transactions, Special Issue on Advances on Large-Scale
Optimization for Logistics, Production and Manufacturing systems,
34, 9, pp. 729-742.
- Das, T. K., Gosavi, A., and
Kanchibhatta, K, M., 2002. “Optimal Design of Plans for
Acceptance Sampling by Variables with Inverse Gaussian
Distribution” Communications in Statistics, Simulation and
Computation, 31, 3, pp. 463-488.
- Pontrandolfo, P., Gosavi, A.,
Okogbaa, G., and Das, T. K., 2002. “Global Supply Chain
Management: A Reinforcement Learning Approach.” International
Journal of Production Research, 6, 40, pp. 1299-1317.
- Paternina-Arboleda, C. D. and
Das, T. K., 2001. “Intelligent Dynamic Control Policies for
Serial Production Lines.” IIE Transactions on Design and
Manufacturing, 33, 1, pp. 65-77.
- Das, T.K., A. Gosavi, S.
Mahadevan, and N. Marchalleck, 1999. Solving Semi-Markov
Decision Problems using Average Reward Reinforcement Learning.
Management Science, 45, 4, pp. 560-574.
- Das, T. K. and Sarkar, S., 1999.
"Optimal Maintenance in a Single Machine Production Inventory
Systems." IIE Transactions on Quality and Reliability
Engineering, 31, 6, pp. 537-551.
- Das, T. K. and Miller, W. A.,
1999. "Quality Control in Cellular Manufacturing," Handbook on
Cellular Manufacturing Systems, John Wiley, edited by S. A.
Irani, pp. 275-317.
- Das, T. K., V. Jain, and A.
Gosavi, 1997. "Economic Design of Dual Sampling Interval
Policies for X-Bar Charts." IIE Transactions on
Quality and Reliability Engineering, 29, 9.
- Das, T. K. and V. Jain, 1997. "A
Design Methodology for Random Sampling Policies for X-Bar
Control Charts." IIE Transactions on Quality and
Reliability Engineering, 29, 9.
- Das, T. K. and M. A. Wortman,
1993. "On Performance Evaluation of n-Unit Priority Standby
Systems." International Journal of Systems Science, 24,
3, 553-562.
- Das, T. K. and M. A. Wortman,
1993. "Analysis of the Performance of Automated Visual
Inspection in Controlling Reliability of Multistage Production
Systems." IEEE Transactions on Reliability, 42, 3,
362-368.
- Das, T. K. and M. A.
Wortman, 1993. "Asymmetric Patrolling Repairman Systems with
General Repair Time and Walk Time Distributions: Cost Analysis
of Service Schedules." IIE Transactions, 25, 6,
19-26.
- Das, T. K. and M. A.
Wortman, 1993. "Analysis of Asymmetric Patrolling Repairman
Systems." European Journal of Operational Research,
64,
1, 45-50.
- Das, T. K. and M. A. Wortman,
1992. "Performance of N Groups of K-Out-of-M:G Machines
Maintained by a Single Repairman." Naval Research Logistics,
39, 919-936.
- Das, T. K., M. H. Han, and A. J.
G. Babu, 1989. " A Model for Capacity Planning of Flexible
Robotic Assembly Systems." International Journal of
Production Research, 27, 12, 2075-2088.
Papers
in Review for Journal
- Babayigit, C. and Das, T. K.
2007.
A
Matrix Game Model for Analyzing FTR Bidding Strategies in
Deregulated Electric Power Markets. (Revision submitted to
IEEE Transactions on Power Systems).
- Ganesan, R., Rao, A.N. V. and
Das, T.K., 2006. A Multiscale Bayesian SPRT Approach for Online
Process Monitoring. (In review with IEEE Transactions on Semiconductor Manufacturing).
- Ganesan, R., Buch, A. and Das,
T.K., 2006. Online multiresolution strategy for monitoring
nanoscale processes. (In review with ASME Journal of
Manufacturing).
- Nanduri, V. and Das, T. K.,
2007. A Machine Learning Approach to Finding Nash Equilibrium in
Multi-player Matrix Games. (In review with IIE Transactions on
Operations Engineering).
- Li, J., Ramachandran, K., and
Das, T. K.. A Reinforcement Learning (Nash-R) Algorithm for
Average Reward Irreducible Stochastic Games. (In Review with
Journal of Machine Learning Research, Dec 2007).
Patents
(pending final approval)
- Ganesan,
R., Das, T. K., and Ramachandran, K. 2005. “A Machine Learning Approach
to Run-by-Run Control Using Wavelet Modulated Sensor Data.” Provisional
Patent # USF Ref. No. 05B075.
- Das,
T. K., Ganesan, R., Sikder, A. K., and Kumar, A. 2004. “End Point
Detection Strategy using Sequential Testing of Wavelet Decomposed
Coefficient-of-Friction Sensor Data.” Provisional Patent # USF Ref. No.
04B069PR.
- Ganesan, R., Das, T. K., Sikder, A.K., and Kumar, A. 2004.
“Method of Identifying Defects in Chemical Mechanical Planarization.” Provisional Patent # USF Ref. No. 03B102PR.
Refereed Conference Proceedings
- Chiruvolu,
G., T. K. Das, R. Sankar, N. Ranganathan, 1998. A Scene-based
Generalized Markov Chain Model for VBR Video Traffic. Proceedings of
the IEEE Conference on Communications (ICC 98).
-
Paternina, C, E.
Lerin, and T. K. Das, 1997. “A Neural Network Approach to
Nonparametric Multivariate Quality Control.” 6th Industrial
Engineering Research Conference Proceedings, May 1997.
-
Marchallek, N.,
Mahadevan, S., Das, T. K., and Gosavi, A. 1997. “Continuous-Time
Average Reward Reinforcement Learning.” Fourteenth Int. Conference
on Machine Learning (ICML-97).
- Das, T. K.,
1995. "A Single Machine Production Inventory System with Preventive Maintenance.” Proceedings of the 2nd ISSAT International Conference on Reliability and Quality in Design, March 8-10, 1995.
- Jain, V. and T. K. Das, 1995. "A Design Methodology for Adaptive Control Policies of X-Bar Control Charts.” 4th Industrial Engineering Research Conference Proceedings, May 1995.
- Das, T. K. and V. Jain, 1994. "On Variable Sampling Interval Policies for X-Bar Charts.” 3rd Industrial Engineering Research Conference Proceedings, May 1994.
- Das, T. K., 1993. "Analysis of Kitting Assembly Systems Controlled by Kanban.” 2nd Industrial Engineering Research Conference Proceedings, June 1993. (Invited Paper)
- Das, T. K., 1992. "On Stochastic Scheduling of Multiple Items on a Machine.” Ist Industrial Engineering Research Conference Proceedings, May 1992. (Invited paper).
Non-Refereed Conference Proceedings
- Sanjuan,
M. E. , and T. K. Das, 2000. Improving Students understanding of
Design of Experiments by Introducing Simulation and Analysis.
ASEE Conference, May 2000.
- Roe, E.,
R.A. Gilbert, C. D. Paternina, E. Lerin, W. A. Miller, and T. K.
Das, 1998. Update on Sampling Systems. 1998 Citrus Processing
Short Course, Food Industry Short Course Proceedings, edited by
Charles A. Sims, University of Florida.
- Lerin,
E., C. D. Paternina, W. Miller, T. K. Das, E. Roe, and R.
Gilbert, 1998. Statistical Comparison of Florida Citrus Fruit
Size Distributions for the 1995-97 Seasons. Proceedings of the
Florida State Horticultural Society, 111:135-137.
- Roe, E.,
R. Gilbert, C. D. Paternina, E. Lerin, W. Miller, and T. K. Das,
1998. Multiseason Citrus Sampling Systems Evaluation for Fruit
Quality. Proceedings of the Florida State Horticultural
Society, 111:137-144.
- Das, T.
K., 1995. "Stochastic Sampling Policies for X-Bar Control
Charts." Proceedings of the 1995 NSF Design and Manufacturing
Grantees Conference.
- Das, T.
K. 1993. "Kanban Controlled Kitting Assembly." Proceedings of
the 1993 NSF Design and Manufacturing Grantees Conference,
1011-1014.
- Das, T.
K. 1992. "Kanban Controlled Serial Transfer Lines with Machine
Failures and Limited Repair." Proceedings of the 1992 NSF Design
and Manufacturing Grantees Conference, 847-851.
-
Das,
T. K., A. J. G. Babu, and J. W. Chrissis, 1986. "An Approach to
Flexible Robotic Assembly System (FRAS) Design." Proceedings of
the 1986 Fall Industrial Engineering Conference, Boston, MA,
December, 362-370.
- Das, T.
K. and G. K. Bennett, 1986. "A Model for Output Evaluation of an
Intelligent Robotic Assembly Station." Proceedings of the 8th
Annual Conference of Computers and Industrial Engineering,
Orlando, Florida, 269-274.
Technical Reports
- Das, T. K., Miller, W. A., Gilbert, R. A., Roe, E., and Lerin,
E. 2000. Statistical Evaluation of the Flipgate Citrus Sampler on
Grapefruit During the 1999-2000 Season. Final report submitted to
The State of Florida, Department of Citrus, Lakeland, Florida 33802.
- Miller,
W. A., R. A. Gilbert, T. K. Das, E. Roe, and E. Lerin, 1999.
Statistical Evaluation of the Prototype In-Truck “Core” Citrus Sampler
During the 1998-1999 Season. Final Report submitted to The State of
Florida, Department of Citrus, Lakeland, Florida 33802.
-
Gilbert, R. A., W. A. Miller, T. K. Das, E. Roe, and E. Lerin,
1998. Statistical Experimental Design Study to Examine Factors
that May Effect Sampler Integrity. Final Report submitted to The
State of Florida, Department of Citrus, Lakeland, Florida 33802.
- Miller, W. A., T. K. Das, R. A. Gilbert, E. Roe, and E. Lerin, 1998.
Citrus Sampling Systems Evaluation at Tropicana Products, Inc. Using
Chemical Analysis Data. Final report submitted to Tropicana Products
Inc. Bradenton, Fl 33429.
- Miller, W. A., T. K. Das, R. A.
Gilbert, E. Roe, E. Lerin, and C. D. Paternina, 1997. Citrus
Sampling System Evaluation: Chemical Analysis Comparison of STH
Samples. Final Report submitted to The State of Florida, Department
of Citrus, Lakeland, Florida 33802.
- Miller, W. A., T. K. Das, and R. A. Gilbert, 1996. Citrus
Sampling Systems Evaluation. Final Report submitted to The State of
Florida, Department of Citrus, Lakeland, Florida 33802.
- Pendyala,
R. M. and T. K. Das, 1995. An Assessment of Transit System Modeling in
the State of Florida. Technical Memorandum #1 submitted to the Public
Transit Office of the Florida Department of Transportation (contract #
B-9815).
- Pendyala, R. M., R. Gollapudi, S. Pandurangi, and T. K. Das,
1995. An Assessment of Transit System Modeling in the State of
Florida. Technical Memorandum #2 submitted to the Public Transit
Office of the Florida Department of Transportation (contract #
B-9815).
Conference Presentations
- Nanduri,
V., Babayigit, C., and Das, T. K. A Numerical Comparison of
Equilibria for Single Period and Multi-Period Games, INFORMS
2006, Pittsburg (Invited talk)
-
Gopalappa, C. and Das, T. K. Denoising of Microarray Outputs
Using Dual Tree Complex Wavelet Transforms, INFORMS 2006,
Pittsburg (Invited talk)
- Das, T.
K. Current Research Thrusts in Industrial Engineering. Invited
lecture at Department of Industrial Engineering at Auburn
University, Alabama, October 17, 2006
- Das, T.
K. and Gopalappa, C., Image Denoising & Functional
representation using wavelets, Tutorial Presentation at IERC
2006, Orlando.
- Nanduri,
V. and Das, T. K. A Machine Learning Based Computational
Approach to Assess Impact of Auction Methods on Market Power,
INFORMS 2005, San Francisco (Invited talk)
- Das et
al., A decision tool for effective classification and diagnosis
of prostate cancer, Invited talk at INFORMS 2005, San Francisco.
- Das, T.
K. Modeling Combined Transmission and Energy Markets. Invited
lecture at Department of Industrial Engineering at SUNY,
Buffalo, April 14, 2004
- Das, T.K.
and Li, J. Learning in Stochastic Games. NSF Design,
Manufacturing, and Service Grantees Conference, Dallas, January
2004. (Poster Presentation)
- Das, T.K.,
Kumar, A., Rao, A.N.V., Ganesan, R., and Sikder, A. Sensor based
control of a Nanomachining Process. NSF Design, Manufacturing,
and Service Grantees Conference, Dallas, January 2004. (Poster
Presentation)
- Ganesan,
R., Das, T. K., Sikdar, A., and Kumar, A. End Point Detection of
Chemical Mechanical Planarization using Time Frequency Analysis.
INFORMS Conference, Atlanta, October, 2003. (Invited talk)
- Das, T.
K., Ganesan, R., Rao, B. and Kothamasu, S. A Control Strategy
for Run-by-Run Control. INFORMS Conference, Atlanta, October,
2003. (Invited talk)
- Gupte,
S., Li, J. and Das, T. K. A Stochastic Game Model for Power
Markets with Multi-Settlement and Transmission Rights. INFORMS
Conference, Atlanta, October, 2003. (Invited talk)
- Li, J.
and Das, T. K. Learning Average Reward Irreducible Stochastic
Games. INFORMS Conference, Atlanta, October, 2003. (Invited
talk)
- Ganesan,
R., Das, T. K., Sikdar, A., and Kumar, A. Wavelet Based
Multiresolution Monitoring of a Nanomachining Process in
Semi-Conductor Manufacturing. Material Research Society (MRS)
Spring 2003 Conference, San Francisco, April 2003.
- Singh,
V. V., Das, T. K., and Gosavi, A. A Stochastic Approximation
Approach to Airline Network Revenue Management Problem.INFORMS
Conference, San Jose, November, 2002. (Invited talk)
- Ganesan,
R., Das, T. K., Sikdar, A., and Kumar, A. Wavelet Based
Monitoring of Nanoscale Machining in Chemical Mechanical
Planarization (CMP) Process. INFORMS Conference, San Jose,
November, 2002. (Invited talk)
- Ragupathi,
R., Das, T. K., and Fehr, R. Design of Restructured Power
Markets with Imperfect Competition. INFORMS Conference, San
Jose, November, 2002. (Invited talk)
- Ganesan,
R. and Das, T. K. Comprehensive Performance Evaluation and
Online Validation of Multiscale Methods of Multivariate Process
Monitoring. Industrial Engineering Research Conference
(IERC2002) at Orlando, FL, May 2002. (Invited talk)
- Ragupathi,
R. and Das, T. K. Optimal Bidding Strategies in Deregulated
Electric Power Markets Under Real time Pricing. Industrial
Engineering Research Conference (IERC2002) at Orlando, FL, May
2002. (Invited talk)
-
Pachano-Azuaje, F. and Das, T. K. “Sequential Universal
Probability Ratio Tests for Gaussian Processes.” INFORMS
Conference, Miami, November, 2001. (Invited talk)
- Rao, J.
J., Ravulapati, K. K., and Das, T. K. “Reinforcement Learning in
Stochastic Business Games.” INFORMS Conference, Miami, November,
2001.
-
Ravulapati, K. K. and Das, T. K. “An Average Reward
Reinforcement Learning Approach to Stochastic Games with an
Application to Supply Chain Management.” Scheduled for
presentation at the IERC2001 at Dallas, TX, May 2001. (Invited
talk)
-
Pachano-Azuaje, F. and Das, T. K. “Optimal Design of SPRT Charts
for Simultaneous Monitoring of Mean and Variance.” Industrial
Engineering Research Conference (IERC) 2000, Cleveland, Ohio.
(Invited talk)
- Lerin, E.
and T. K. Das. “A Nonparametric Approach for Continuous
Monitoring of Multivariate Processes Using Wavelet Decomposition
of Sensor Data.” INFORMS (Institute for Operations Research and
Management Science Conference), Salt Lake City, 2000. (Invited
talk)
- Gosavi,
A. and T. K. Das. “A New Algorithm in Average Cost Neuro-Dynamic
Programming: Convergence Analysis and Numerical Results.”
INFORMS (Institute for Operations Research and Management
Science Conference), Cincinnati, 1999.
- Pachano,
F. and T. K. Das. “Optimal Design of SPRT Charts for
Simultaneous Monitoring of Means and Variance.” INFORMS
(Institute for Operations Research and Management Science
Conference), Cincinnati, 1999. (Invited talk)
- Das, T.
K. and A. Gosavi. “Airline Seat Allocation among Multiple Fare
Classes using Reinforcement Learning.” INFORMS (Institute for
Operations Research and Management Science Conference),
Cincinnati, 1999.
- Das, T.
K., A. Gosavi, and K. M. Kanchibhatta. “Acceptance Sampling
Plans for Process Variables with Inverse Gausian Distributions.”
IIE Research Conference, Phoenix, AZ, 1999. (Invited talk)
- Gosavi,
A. and T. K. Das. “Reinforcement Learning for Average Reward
Markov Decision Processes: New Algorithms and Convergence
Results.” IIE Research Conference, Phoenix, AZ, 1999. (Invited
talk)
- Lerin, E.
and T. K. Das. “Nonparametric Multivariate Process Control Using
Kernel Density Estimator.” IIE Research Conference, Banff,
Canada, 1998.
-
Pontrandolfo, P., T.K. Das, A. Gosavi, G. Okogbaa. “The
Reinforcement Learning Approach for Integrating Production and
Distribution in Multi-Plant Networks.” IIE Research
Conference, Banff, Canada, 1998.
- Gosavi,
A. and T. K. Das. “A Reinforcement Learning Approach to Solving
Stochastic Economic Lot Size Problems.” IIE Research Conference,
Banff, Canada, 1998.
- Das, T.
K. “Reinforcement Learning on Markov Decision Processes.”
Tutorial presentation, IIE Research Conference, Miami, 1997.
(Invited talk)
- Lerin, E.
and Das, T. K. "Joint Economic Design of X-bar and R Charts.”
INFORMS meeting, New Orleans, October 1995.
- Das, T.
K., 1994. "Random Sampling Policies for X-bar Control Charts.”
ORSA/TIMS Joint National Meeting, Detroit, October 24-26.
(Invited Talk)
- Das, T.
K., 1993. "On The Throughput and Buffer Allocation for Serial
and Kitting Assembly Type Systems.” Conference on Applied
Probability in Engineering, Computer, and Communication
Sciences, Paris, France, June 16-18. (Invited talk)
- Das, T.
K., 1992. "Scheduling Multiple Items on a Single Machine." TIMS/ORSA
Joint National Meeting, Orlando, Florida, May 8-10.
- Das, T.
K., 1991. "Analysis of Repair and Replacement Strategies for
Deteriorating Systems.” ORSA/TIMS Joint National Meeting,
Anaheim, California, November 3-6.
- Das, T.
K. and M. A. Wortman, 1990. "Analysis of Asymmetric Patrolling
Repairman Systems.” TIMS/ORSA Joint National Meeting, Las Vegas,
May 7-9.
- Das, T.
K. and M. A. Wortman, 1989. "A Markov Renewal Approach for the
Generalized N Machine Single Repairman Problem.” CORS/TIMS/ORSA
Joint National Meeting, Vancouver, Canada, May 8-10.Das, T. K.
and M. H. Han, 1988.
- Design
and Capacity Planning of Flexible Robotic Assembly Systems.”
TIMS/ORSA Joint National Meeting, Washington D.C., April 25-27.
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