Stephen F. Smith: Publications (11/03)

Journal Articles

Smith, S.F., M.A. Becker and L Kramer, "Continuous Management of Airlift and Tanker Resources: A Constraint-Based Approach", Mathematical and Computer Modeling: Special Issue on Defense Transportation, To Appear.
Cicirello, V. and S.F. Smith, "Wasp-based Agents for Distributed Factory Coordination", Journal of Autonomous Agents and Multi-Agent Systems, To Appear.
Cesta, A., A. Oddi and S.F. Smith, "A Constraint-Based Method For Project Scheduling with Time Windows", Journal of Heuristics, Volume 8, 2002, pp 109-136.
Swaminathan, J.M., S.F. Smith and N. Sadeh, "Modeling the Dynamics of Suppy Chains: A Multi-Agent Approach", to appear in Decision Sciences, Vol 29, No. 3, Summer, 1998.
Cheng, C. and S.F. Smith, "Applying Constraint Satisfaction Techniques to Job Shop Scheduling", Annals of Operations Research, Vol. 70, Special Issue on Scheduling: Theory and Practice, 1997.
Smith, S.F., O. Lassila and M. Becker, "Configurable Planning and Scheduling Systems", AI*IA Notizie (Quarterly Publication of the Artificial Intelligence Italian Association), Special Issue on Aspects of Planning Research, Vol.9, No. 1, March, 1996, pp. 27-32.
Aarts, R.J., J.S. Lindsey, L.A. Corkan and S.F. Smith, "Flexible Protocols Improve Parallel Experimentation Throughput", Clinical Chemistry: Journal of the American Association of Clinical Chemistry, Vol. 41, No. 7, 1995.
Burstien, M., R. Shantz, M. Bienkowski, M.desJardin and S.F. Smith, "The Arpa/Rome Laboratory Common Prototyping Environment: A Framework for Software Technology Integration, Evaluation and Transition", IEEE Expert, Vol. 10, No. 1, February, 1995.
Greene, D.P. and S.F. Smith, "Using Coverage as a Model Building Constraint in Learning Classifier Systems", Evolutionary Computation, 2(1), Spring, 1994, pp. 67-91.
Greene, D.P. and S.F. Smith, "Competition-Based Induction of Decision Models from Examples", Machine Learning, 13, 1993, pp. 229-257.
Smith, S.F., "Knowledge-Based Production Management: Approaches, Results, and Prospects", Production Planning and Control, 3(4), 1992.
Muro, P., S.F. Smith, and J.L. Villarroel, "A Blackboard Architecture for Coordinating Manufacturing Production Scheduling", Novatica (Revista de la Associacion de Tecnicos de Informatica), 18(98), July-August, 1992.
Muscettola, N., S.F. Smith, A. Cesta, and D. D'Aloisi, "Coordinating Space Telescope Operations in an Integrated Planning and Scheduling Framework", IEEE Control Systems, 12(1), February, 1992.
Smith, S.F., P.S. Ow, N. Muscettola, J.Y. Potvin, and D. Matthys, "An Integrated Framework for Generating and Revising Factory Schedules", Journal of the Operational Research Society, 41(6), June, 1990 [reprinted in Artificial Intelligence in Operational Research, (eds. G.I. Doukidis and R.J. Paul), Macmillan Press, 1992].
Ow, P.S. and S.F. Smith, "Viewing Scheduling as an Opportunistic Problem Solving Process, Annals of Operation Research, 12, 1988.
Ow, P.S. and S.F. Smith, "Two Design Principles for Knowledge-Based Systems", Decision Sciences, 18(3), Summer, 1987, pp. 430-447.
Fox, M.S. and S.F. Smith, "ISIS: A Knowledge-Based System for Factory Scheduling, Expert Systems Journal, 1(1), July, 1984.

Magazine Articles

K. Kempf, C. LePape, S.F. Smith, and B.R. Fox, "Issues in the Design of AI-Based Schedulers", AI Magazine, 11(5), January, 1991.
Smith, S.F., M.S. Fox, and P.S. Ow, "Generating and Maintaining Detailed Production Plans: Investigations into the Development of Knowledge-Based Factory Scheduling Systems", AI Magazine, 7(4), Fall, 1986.

AAAI and IJCAI Conference Papers

Kramer, L. and S.F. Smith, "Maximizing Flexibility: A Retraction Heuristic for Over-subscribed Scheduling Problems", 18th International Joint Conference on Artificial Intelligence (IJCAI-03), Acapulco Mexico, August, 2003.
Cesta, A., A. Oddi and S.F. Smith, "Iterative Flattening: A Scalable Method for Solving Multi-Capacity Scheduling Problems", Proceedings 18th National Conference on Artificial Intelligence, Austin, TX, July, 2000.
Cesta, A., A. Oddi and S.F. Smith, "An Iterative Sampling Procedure for Resource Constrained Project Scheduling with Time Windows, Proceedings 16th International Joint Conference on Artificial Intelligence, Stockholm, Sweden, August, 1999.
Oddi, A. and S.F. Smith, "Stochastic Procedures for Generating Feasible Schedules", to appear in Proceedings 14th National Conference on Artificial Intelligence (AAAI-97), July, 1997.
Cheng, C. and S.F. Smith, "Generating Feasible Schedules under Complex Metric Constraints", Proceedings 12th National Conference on Artificial Intelligence , August, 1994.
Smith, S.F. and C. Cheng, "Slack-Based Heuristics for Constraint Satisfaction Scheduling", Proceedings 11th National Conference on Artificial Intelligence, Washington D.C., July 1993.
Greene, D.P. and S.F. Smith, "COGIN: Symbolic Induction Using Genetic Algorithms", Proceedings 10th National Conference on Artificial Intelligence (AAAI-92), San Jose, CA, July, 1992.
Ow, P.S., S.F. Smith and A. Thiriez, "Reactive Plan Revision", Proceedings 7th National Conference on AI (AAAI-88), St. Paul, MN, August, 1988.
Muscettola, N. and S.F. Smith, "A Probabilistic Framework for Resource-Constrained Multi-Agent Planning", Proceedings 10th International Joint Conference on Artificial Intelligence, Milano, August, 1987.
Smith, S.F., and P.S. Ow, "The Use of Multiple Problem Decompositions in Time-Constrained Planning Tasks", Proceedings 9th International Joint Conference on Artificial Intelligence, Los Angeles, CA, August, 1985.
Smith, S.F., "Flexible Learning of Problem Solving Heuristics Through Adaptive Search", Proceedings 8th International Joint Conference on Artificial Intelligence, Karlsruhe, West Germany, August, 1983.

Other Conference Papers

Li, L. and S.F. Smith, "Speculation Agents for Dynamic, Multi-period Continuous Double Auctions in B2B Exchanges", Proceedings 37th Hawaii International Conference on System Sciences, Hawaii, January 2004.
Smith, S.F., "Coordinating Activity in Knowledge-Intensive Dynamic Systems", Proceedings IEEE Conference on Knowledge-Intensive Multi-Agent Systems, Boston MA, October 2003.
Smith, S.F., "Is Scheduling a Solved Problem?", Proceedings First Multi-Disciplinary International Conference on Scheduling: Theory and Applications (MISTA 03), Nottingham, UK, August 2003.
Goldberg, D., V. Cicirello, M.B. Dias, R. Simmons, S.F. Smith and A. Stentz, "Task Allocation Using a Distributed, Market-based Planning Mechanism", Proceedings 2nd International Conference on Autonomous Agents and Multi-Agent Systems, (Poster paper), Melbourne, Australia, June 2003.
Li, L. and S.F. Smith, "An Agent-based Framework for Dynamic Multi-Period Continuous Double Auctions in B2B Exchanges", Proceedings 3rd ACM Conference on Electronic Commerce (ECÕ03)), (Poster paper), San Diego, June 2003.
Cicirello, V. and S.F. Smith, "Amplification of Search Performance through Randomization of Heuristics", Proceedings 5th International Conference on Principles of Constraint Programming (CP 02), Ithica NY, September, 2002.
Cao, H., G.Y. Lin,, H. Xi and S.F. Smith, "An Agent-based Enterprise Computing Framework for High Performance Supply Chain Simulation", Proceedings 2002 International Conference on Parallel and Distributed Processing Techniques and Applications, Las Vegas, NE, June 2002.
Cicirello V. and S.F. Smith, "Randomized Dispatch Scheduling Policies", Proceedings 2001 AAAI Fall Symposium on Uncertainty in Computation, Falmouth, MA, November, 2001.
Myers, K., S.F. Smith, D.W. Hildum, P. Jarvis and R. Delacaze, "Integrating Planning and Scheduling through Adaptation of Resource Intensity Estimates", Proceedings 6th European Conference on Planning, Toledo, Spain, September, 2001.
Cicirello, V.A. and S.F. Smith, "Wasp Nests for Self-Configurable Factories", Proceedings of the Fifth International Conference on Autonomous Agents (Agents '01), ACM Press, May, 2001.
Cicirello, V.A. and S.F. Smith, "Ant Colony Control for Autonomous Decentralized Shop Floor Routing," Proceedings Fifth International Symposium on Autonomous Decentralized Systems (ISADS-2001), IEEE Computer Society, March, 2001.
Cicirello, V. and S.F. Smith, "Modeling Genetic Algorithm Performance for Control Parameter Optimization", Proceedings 2000 Genetic and Evolutionary Computation Conference (GECCO-2000), Las Vegas, NE, July, 2000.
Becker, M. and S.F. Smith, "Mixed-Initiative Resource Management: The AMC Barrel Allocator", Proceedings 5th International Conference on Artificial Intelligence Planning and Scheduling (AIPS-2000), Breckenridge, CO, April, 2000.
Myers, K, and S.F. Smith, "Issues in Integrating Planning and Scheduling for Enterprise Control", DARPA Research Symposium on Advances in Enterprise Control, San Diego, CA, Nov., 1999.
Cesta, A., A. Oddi and S.F. Smith, "Greedy Algorithms for the Multi-Capacitated Metric Scheduling Problem ", Proceedings1999 European Conference on Planning, Sept., 1999.
Chen, S. and S.F. Smith, "Introducing a New Advantage of Crossover: Commonality-Based Selection", Proceedings 1999 Genetic and Evolutionary Computation Conference (GECCO-99), Orlando, FL, July, 1999.
Chen, S. and S.F. Smith, "Improving Genetic Algorithms by Search Space Reductions (with Applications to Flow Shop Scheduling)", Proceedings 1999 Genetic and Evolutionary Computation Conference (GECCO-99), Orlando, FL, July, 1999.
Chen, S., C. Guerra-Salcedo and S.F. Smith, "Non-Standard Crossover for a Standard Representation --Commonality-Based Feature Subset Selection ", Proceedings 1999 Genetic and Evolutionary Computation Conference (GECCO-99), Orlando, FL, July, 1999.
Chen, S., S.F. Smith and C. Guerra-Salcedo, "The GENIE is Out! (Who Needs Fitness to Evolve?)", 1999 Congress on Evolutionary Computation, Washington DC, July, 1999. Chen, S. and S.F. Smith, "Experiments on Commonality in Sequencing Operators", Proceedings 1998 Symposium on Genetic Algorithms Ð 3rd Annual Conference on Genetic Programming, Madison, WI, July, 1998.
Cesta, A., A. Oddi and S.F. Smith, "Profile-Based Algorithms to Solve Multi-Capacitated Metric Scheduling Problems", Proceedings 4th International Conference on Artificial Intelligence Planning Systems, Pittsburgh, PA, June, 1998.
Hildum, , D.W. , N. Sadeh, T.J. Laliberty, J. McAÕNulty, S.F Smith and D. Kjenstad, "Blackboard Agents for Mixed-Initiative Managment of Integrated Process Planning/ Production Scheduling Solutions Across the Supply Chain", Proceedings 9th Conference on Innovative Applications of Artificial Intelligence, Providence, RI, July, 1997.
Laliberty, T.J., D.W. Hildum, N.M. Sadeh, J. McA'Nulty, D. Kjenstad and S.F. Smith, "A Blackboard Architecture for Integrated Process Planning and Production Scheduling", Proceedings ASME Design for Manufacturing Conference, Irvine CA, August, 1996.
Cheng, C. and S.F. Smith, "A Constraint Satisfaction Approach to Makespan Scheduling", Proceedings 3th International Conference on Artificial Intelligence Planning Systems, Edinburgh, Scotland, May, 1996.
Sadeh, N.M., D.W. Hildum, T.J. Laliberty, S.F. Smith, J. McA'Nulty and D. Kjenstad, "An Integrated Process-Planning/Production-Scheduling Shell for Agile Manufacturing", Proceedings Fifth National Agility Conference, Boston MA, March, 1996. [Also appeared as CMU Robotics Institute Technical Report CMU-RI-TR-96-10, May, 1996].
Cheng, C. and S.F. Smith, "A Constraint-Posting Framework for Scheduling Under Complex Constraints', Proceedings Joint INRIA/IEEE Conference on Emerging Technologies and Factory Automation, Paris, France, October, 1995.
Smith, S.F., "High Performance Techniques for Space Mission Scheduling", Proceedings 3rd International Symposium on Artificial Intelligence, Robotics and Automation for Space (i-SAIRAS 94), Pasadena, CA, October, 1994.
Aarts, R.J. and S.F. Smith, "A High Performance Scheduler for an Automated Chemistry Workstation", Proceedings 1994 European Conference on Artificial Intelligence., Amsterdam, August, 1994.
Lassila, O. and S.F. Smith, "Constructing Flexible Schedulers for Decision-Support", Proceedings 1994 Finnish AI Symposium, Helsinki, August, 1994.
Lassila, O. and S.F. Smith, "Flexible Constaint-Based Tools for Complex Scheduling Domains", Proceedings 1994 IEEE Conference on Dual-Use Technologies, Rochester, NY, April, 1994.
Muscettola, N. and S.F. Smith, "Constraint-Directed Integration of Scheduling and Planning for Space-Based Observatory Management", Proceedings 7th Annual Space Operations, Applications and Research Symposium (SOAR-93), Houston, Texas, August, 1993.
Smith, S.F. and D.K. Pathak, "Balancing Antagonistic Time and Resource Utilization Constraints in Oversubscribed Scheduling Problems", Proceedings Eighth IEEE Conference on Applications of Artificial Intelligence, Monterey, CA, March, 1992.
Muro, P.R., Smith, S.F. and J.L. Villarroel, "An Intelligent Architecture for Scheduling in Manufacturing Systems, Proceedings 4th Technical Conference of the Spanish Association for Aritificial Intelligence, Madrid, Spain, October, 1991.
Kitano, H., S.F. Smith, and T. Higuchi, "GA-1: A Parallel Associative Memory Processor for Rule Learning with Genetic Algorithms", Proceedings 4th International Conference on Genetic Algorithms, San Diego, CA, July, 1991.
Smith, S.F., "Integrated Scheduling Frameworks", Proceedings 1991 Norwegian National Conference on Project Management (NORDNET-91), Trontheim, Norway, June, 1991.
Muscettola, N., S.F. Smith, A. Cesta, and D. D'Aloisi, "Coordinating Space Telescope Operations in an Integrated Planning and Scheduling Framework", Proceedings 1991 IEEE International Conference on Robotics and Automation, Sacramento, CA, April, 1991.
Muscettola, N. and S.F. Smith, "A Framework for Efficient Management of Space Missions", Proceedings 1990 International Symposium on AI, Robotics and Automation in Space (I-SAIRAS 90), Kobe, Japan, November, 1990.
Muscettola, N. and S.F. Smith, "Integrating Planning and Scheduling to Solve Space Mission Scheduling Problems", Proceedings 1990 DARPA Workshop on Innovative Approaches to Planning, Scheduling and Control, San Diego, CA, November, 1990.
Safavi, A. and S.F. Smith, "A Heuristic Model to Compare Alternative Commitments During Machine-Based Manufacturing Scheduling", Proceedings First International Conference on Expert Planning Systems, Brighton, UK, June 27-29, 1990.
Smith, S.F., P.S. Ow, N. Muscettola, J.Y. Potvin and D. Matthys, "OPIS: An Opportunistic Factory Scheduling System", Proceedings Third International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems (IEA/AIE-90), Knoxville, TE, May, 1990.
Cleveland, G.A. and S.F. Smith, "Using Genetic Algorithms to Schedule Flow Shop Releases", Proceedings 3rd International Conference on Genetic Algorithms and Their Applications, Washington DC, June, 1989.
Muscettola, N. and S.F. Smith, "State-Based Scheduling: An Architecture for Space Telescope Observation Scheduling", Proceedings 1989 JPL Conference on Space Telerobotics, Pasadena, CA, January, 1989.
Greene, D. and S.F. Smith, "Adaptive Learning of Consumer Choice Models", Proceedings 1987 International Conference on Genetic Algorithms, MIT, Cambridge, MA, July, 1987.
LePape, C. and S.F. Smith, "Management of Temporal Constraints for Factory Scheduling", Proceedings IFIP TC 8/WG 8.1 Conference on Temporal Aspects in Information Systems (TAIS 87), (eds.) C. Rolland, M. Leonard, and F. Bodart, Elsevier Science Publishers, held in Sophia Antipolis, France, May, 1987 [also appeared as CMU Robotics Institute Technical Report CMU-RI-TR-87-13]
Smith, S.F., P.S. Ow, B. McLaren, N. Muscettola, and C. LePape, "Integrating Multiple Perspectives to Generate Detailed Production Plans", Proceedings SME Conference on AI in Manufacturing, September, 1986.
Ow, P.S. and S.F. Smith, "Toward an Opportunistic Scheduling System", Proceedings 19th Hawaii International Conference on System Sciences, Honolulu, January, 1986.
Fox, M.S., and S.F. Smith, "The Role of Intelligent Reactive Processing in Production Management", Proceedings 13th Annual CAMI Technical Conference, Clearwater, Florida, November, 1984.
S.F. Smith, "Adaptive Search Techniques for Machine Learning", Proceedings International Symposium on Knowledge Acquisition and Machine Learning, London, England, August, 1984.
Fox, M.S., B.P. Allen, S.F. Smith, and G.A. Strohm, "Future Knowledge-Based Systems for Factory Scheduling", Proceedings 12th Annual Technical CAMI Conference, Dallas, Texas, November, 1983.
Fox, M.S., S.F. Smith, B.P. Allen, G.A. Strohm, and F.C. Wimberly, "ISIS: A Constraint-Directed Reasoning Approach to Job Shop Scheduling", Proceedings IEEE Trends and Applications 83 Conference, National Bureau of Standards, Gaithersburg, MD, May, 1983.

Book Chapters

Iourinski, D., S.A. Starks, V. Kreinovich and S.F. Smith, "Swarm Intelligence: Theoretical Proof that Empirical Techniques are Optimal" in Multimedia, Image Processing and Soft Computing: Trends, Principles and Applications - Volume 13, (eds. M. Jamshidi, Y. Hata, M. Fathi, A. Homaifar and J.S Jamshidi), TSI Press Series: Proceedings Fifth Biannual World Automation Congress, Orlando, FL, 2002.
Chen, S. and S.F. Smith, "Putting the Genetics back into Genetic Algorithms: Reconsidering the Role of Crossover in Hybrid Operators", in Foundations of Genetic Algorithms * 5 (FOGA-5), (eds. W. Banzhaf and C. Reeves, Morgan Kaufmann Publishers, 1999.
Smith, S.F., O. Lassila and M. Becker, "Configurable, Mixed-Initiative Systems for Planning and Scheduling", in Advanced Planning Technology, (ed.) A. Tate, AAAI Press, Menlo Park, CA, May, 1996, ISBN 0-929280-98-9.
Smith, S.F., "Reactive Scheduling Systems", in Intelligent Scheduling Systems, (eds.) D.E. Brown and W.T. Scherer, Kluwer Press, 1995.
Smith, S.F. and O. Lassila, "Configurable Systems for Reactive Production Management", in Knowledge-Based Reactive Scheduling, (eds.) R. Kerr and K. Szelke, IFIP Transactions 15-B, North Holland, Amsterdam, 1994.
Smith, S.F., "OPIS: A Methodology and Architecture for Reactive Scheduling", in Intelligent Scheduling, (eds.) M. Zweben and M. Fox, Morgan Kaufmann, 1994.
Smith, S.F., N. Keng, and K. Kempf, "Exploiting Local Flexibility During Execution of Pre-Computed Schedules", in Applications of AI in Manufacturing, (eds. D. Nau and C. Tong), AAAI Press, July, 1992.
Greene, D., R. Meservey, and S.F. Smith, " Learning Audit Selection Rules from Data", in Expert Systems in Finance, (eds. D.E. O'Leary and P.R. Watkins), Studies in Management Science and Systems, Vol. 12, North Holland Publishers, 1992.
Safavi, A. and S.F. Smith, "A Heuristic Search Approach to Planning and Scheduling of Software Projects", in Advances in Artificial Intelligence: Natural Language, and Knowledge-Based Systems, (ed.) M. Golumbic, Springer-Verlag Publishers, 1990.
Potvin, J. and S.F. Smith, "Flexible Systems for the Design of Heuristic Algorithms in complex OR Domains", in Impacts of Recent Computer Advances on Operations Research, Publications in Operations Research, Vol. 9, (eds.) Sharda R., Golden B.L., Wasil E., Balci O. and Stewart N., North-Holland Publishers, 1989, pp. 332-344.
Martinez, J., P.R. Muro, M. Silva, S.F. Smith, and J.L. Villarroel, "Merging Artificial Intelligence Techniques and Petri Nets for Real-Time Scheduling and Control of Production Systems", in Artificial Intelligence and Expert Systems in Scientific Computing, (eds.) J.M. David, R. Huber, J.P Krivine and C. Kulikowski, J.C. Baltzer AG Scientific Publishing Company, Basel, Switzerland, 1989, pp. 307-313 [an abreviated version of this paper also appears in Modeling and Simulation of Systems, (ed.) P. Breedveld et.al., J.C. Baltzer AG, Scientific Publishing Co., 1989, pp. 141-144].
Ow, P.S., S.F. Smith and R.E. Howie, "CSS: A Cooperative Scheduling System", in Expert Systems and Intelligent Manufacturing, (ed.) M.D. Oliff, Elsevier Science Publishing Co., 1988.
Smith, S.F. and J.E. Hynynen, "Integrated Decentralization of Production Management: An Approach for Factory Scheduling", in Intelligent and Integrated Manufacturing Analysis and Synthesis, (eds.) C.R. Liu, A. Requicha, and S. Chandrasekar, ASME PED-Vol. 25, New York, 1987.
Smith, S.F., "A Constraint-Based Framework for Reactive Management of Factory Schedules", in Intelligent Manufacturing, (ed.) M.D. Oliff, Benjamin Cummings Publishers, 1987.
Smith, S.F., "Adaptive Learning Systems", in Expert Systems: Principles and Case Studies, (ed.) R. Forsyth, Associated Book Publishers Ltd, October, 1984.

Workshop Papers

Policella, N., S.F. Smith, A. Cesta and A. Oddi, "Steps Toward Computing Robust Schedules", Proceedings CP-03 Workshop on Online Constraint Solving: Handling Change and Uncertainty, Cork, Ireland, September, 2003.
Nareyek, A., S.F. Smith and C. Ohler, "Integrating Local Search Advice into refinement Search (Or Not)", Proceedings CP-03 Workshop on Cooperative Constraint Problem Solvers, Cork Ireland, September 2003.
Smith, S.F., D.W. Hildum and D.A. Crimm, "Interactive Resource Management in the Comirem Planner", Proceedings IJCAI-03 Workshop on Mixed-Initiative Intelligent Systems, Acapulco Mexico, August 2003.
D. Goldberg, V. Cicerello, M.B. Dias, R. Simmons, S.F. Smith and T. Stentz, "Market-based Multi-Robot Planning in a Distributed layered Architecture", Proceedings 2nd International Workshop on Mulit-Robot Systems, Washington DC, March, 2003.
D. Goldberg, V. Cicerello, M.B. Dias, R. Simmons, S.F. Smith, T. Smith and T. Stentz, "A Distributed Layered Architecture for Mobile Robot Coordination: Application to Space Exploration", Proceedings 3rd International NASA Workshop on Planning and Scheduling for Space, Houston, TX, October 2002.
Kramer, L.A. and S.F. Smith, "Optimizing for Change: Mixed-Initiative Resource Allocation with the AMC Barrel Allocator" Proceedings 3rd International NASA Workshop on Planning and Scheduling for Space, Houston, TX, October, 2002.
Zhou, Q. and S.F. Smith, "An Efficient Consumable Resource Representation for Scheduling", Proceedings 3rd International NASA Workshop on Planning and Scheduling for Space, Houston, TX, October, 2002.
Cicirello, V. and S.F. Smith, "Distributed Coordination of Resources via Wasp-Like Agents", Proceedings First NASA GSFC/JPL Workshop on Radical Agent Concepts (WRAC), Washington DC, January, 2002.
Smith, S.F., D.W. Hildum and D. Crimm, "Toward the Design of Web-Based Planning and Scheduling Services", Proceedings ECP-01/Planet Workshop on Automated Planning and Scheduling Technologies in New Methods for Electronic, Mobile and Collaborative Work, Toledo, Spain, September 11, 2001.
Cicirello, V. and S.F. Smith, "Insect Societies and Manufacturing", Proceedings IJCAI-01 Workshop on AI and Manufacturing: New AI Paradigms for Manufacturing, Seattle, WA, August, 2001.
Cicirello, V. and S.F. Smith, "Improved Routing Wasps for Distributed Factory Control", Proceedings IJCAI-01 Workshop on AI and Manufacturing: New AI Paradigms for Manufacturing, Seattle, WA, August, 2001.
Myers, K., S.F. Smith, D.W. Hildum, P. Jarvis and R. Delacaze, "Integrating Planning and Scheduling via Intensity Adaptation", Proceedings IJCAI-01 Workshop on Planning with Resources, Seattle, WA, August, 2001.
Smith, S.F., D.W. Hildum and M.A. Becker, "Workflow Management from a Scheduling Perspective", Proceedings 1999 AAAI Workshop on Agent-Based Systems in a Business Context, Orlando, FL, July, 1999.
Smith, S.F.," Collaborative Planning and Scheduling Tools", Proceedings 1999 AAAI Workshop on Mixed-Initiative Intelligence, Orlando, FL, July, 1999.
Smith, S.F., "Toward the Development of Robust Scheduling Tools", Proceedings 1997 NASA Planning and Scheduling Workshop, Mandalay Beach, California, October, 1997
Smith, S.F. and M. Becker, "Configurability and Reuse in Schedulng System Design", Proceedings Workshop on Object-Oriented Methods for Distributed Control Architectures, 1997 Int. Conference on Robotics and Automation, Alberquerque, NM, April, 1997.
Smith, S.F. and M. Becker, "An Ontology for Constructing Scheduling Systems", Working Notes of 1997 AAAI Symposium on Ontological Engineering, Stanford, CA, March, 1997 (AAAI Press).
Oddi, A. and S.F. Smith, "A Monte-Carlo Algorithm for Extended Constraint-Posting Scheduling Search", Proceedings 1996 Italian Planning Workshop, Rome, August, 1996.
Swaminathan, J.M., S.F. Smith and N.M. Sadeh, "A Multi-Agent Framework for Modeling Supply Chain Dynamics", Proceedings NSF Research Planning Workshop on Artificial Intelligence and Manufacturing, Albequerque, NM, June 1996.
Hildum, D.W., N.M. Sadeh, T.J. Laliberty, S.F. Smith, J. McA'Nulty and D. Kjenstad, " Mixed-Initiative Management of Integrated Process-Planning and Production-Scheduling Solutions, Proceedings NSF Research Planning Workshop on Artificial Intelligence and Manufacturing, Albequerque, NM, June 1996.
Sadeh, N., R. Bryant, T. Laliberty and S.F. Smith, "An Integrated Process Planning and Production Scheduling Shell", Proceedings 1995 IJCAI Workshop on Intelligent Manufacturing, Montreal, CA, August 30, 1995.
Swaminathan, J.M., S.F. Smith and N.M. Sadeh, "Modeling the Dynamics of Supply Chains", Proceedings AAAI-94 Workshop on Reasoning About the Shop Floor, Seattle, WA, August, 1994
Hasle, G. and S.F. Smith, "Directing an Opportunistic Scheduler: An Empirical Investigation of Reactive Scenarios", Proceedings 2nd International Workshop on Knowledge-Based Reactive Scheduling, IFIP TC5/WG5.7 Special Interest Group, Budapest, Hungary, June, 1994.
Smith, S.F., and O. Lassila, "Towards the Development of Flexible Tools for Mixed-Initiative Transportation Scheduling", Proceedings 1994 ARPA Planning Workshop, Tuscon, AR, February, 1994.
Smith. S.F., "Integrating Planning and Scheduling: Towards Effective Coordination in Complex Resource-Constrained Domains", Proceedings 1993 Italian Planning Workshop, Rome, Italy, September, 1993.
Swaminathan, J.M., N.M.Sadeh and S.F.Smith, "A Knowledge-Based Multi-Agent Simulation Testbed to Support Supply Chain Design and Management Decisions", Proceedings IJCAI-93 Workshop on Knowledge-Based Production Planning, Scheduling and Control, Chambarey, France, August, 1993.
Smith, S.F. and D.P Greene, "Cooperative Diversity Using Coverage as a Constraint", Proceedings 1st International Workshop on Learning Classifier Systems, Houston, October, 1992.
Geoffroy, A. and S.F. Smith, "Scheduling for Agile Manufacturing", Proceedings DARPA Manufacturing, Engineering, Design Automation Workshop, Palo Alto, CA, June, 1992.
Smith, S.F., "Incremental Schedule Revision", Working Notes, 1992 Stanford Spring Symposium on Computational Considerations in Supporting Incremental Modification and Reuse, Palo Alto, CA, March, 1992.
Muscettola, N. and S.F. Smith, "Decomposability and Scalability in Space-Based Observatory Scheduling", Working Notes, 1992 Stanford Spring Symposium on Practical Approaches to Planning and Scheduling, Palo Alto, CA, March, 1992.
Smith, S.F., D.P. Greene, R. Camden, and C. Dunmire, "Ammunition Requirements Forecasting using Genetic Algorithms", Proceedings US ARMY Symposium on Aritificial Intelligence and Logistics, Williamsburg, VA, March, 1990.
Smith, S.F. and K.P. Sycara, "Flexible Coordination of Production", Working Notes - IJCAI-89 Workshop on Integrated Architectures for Manufacturing, Detroit, MI, August, 1989.
Smith, S.F., "Constraint-Based Scheduling with Applications to Space Telescope Observation Scheduling", Proceedings 2nd Annual NASA AI Forum, Palo Alto, CA, November, 1987.

Technical Reports and Other Unrefereed Publications

Zhou, Q. and S.F. Smith, "A Priority-Based Pre-Emption Algorithm for Incremental Scheduling with Cumulative Resources", CMU RI Technical Report CMU-RI-TR-02-11, June 2002.
Cesta, A., A. Oddi and S.F. Smith, "Scheduling Multi-Capacitated Resources under Complex Temporal Constraints", CMU Robotics Institute Technical Report CMU-RI-TR-98-17, June 1998 [poster version appeared in 4th International Conference on Principles of Constraints, October, 1998.]
Chen, S. and S.F. Smith, "Commonality and Genetic Algorithms", Robotics Institute Technical Report CMU-RI-TR-96-27, December, 1996.
Smith, S.F., O. Lassila and M. Becker, "A Scheduling Ontology: Informal Concept Descriptions", ICLL Working Paper, January, 1996.
Lassila, O., M. Becker and S.F. Smith, "An Exploratory Prototype for Air Medical Evacuation Re-Planning", CMU Robotics Institute Technical Report CMU-RI-TR-96-03, January, 1996.
Swaminathan, J.M., N. Sadeh, and S.F. Smith, "Impact of Supplier Information on Supply Chain Performance", ICLL Working Paper, January, 1996.
Sadeh, N., T. Laliberty, S.F. Smith and R. Bryant, "An Integrated Process Planning/Production Scheduling Shell to Support Agile Manufacturing Practices", Proceedings IFIP WG5.7 Working Conference, Seattle, WA, September, 1995 [Also appeared as CMU Robotics Institute Technical Report CMU-RI-TR-95-40.]
Cheng, C. and S.F. Smith, "Applying Constraint Satisfaction Techniques to Job Shop Scheduling (The Long Version)", Robotics Institute Technical Report CMU-RI-TR-95-03, January, 1995.
Smith, S.F. and K.P Sycara, "Flexible Coordination in Resource-Constrained Domains", CMU Robotics Institute Technical Report CMU-RI-TR-95-02, December, 1993.
Smith, S.F., "The OPIS Framework for Modeling Manufacturing Systems", CMU Robotics Institute Technical Report CMU-RI-TR-89-30, December, 1989.
Muscettola, N., S.F. Smith, G. Amiri and D. Pathak, "Generating Space Telescope Observation Schedules", CMU Robotics Technical Report CMU-RI-TR-89-27, November, 1989 - also appeared in 1989 CMU Robotics Institute Annual Research Review.
Smith, S.F. and M.S. Fox, "Constraint-Based Scheduling in an Intelligent Logistics Support System: An Artificial Intelligence Approach", Final Report, AFOSR Contract Number F49620-82-K-0017, December, 1986.
Smith S.F., "Exploiting Temporal Knowledge to Organize Constraints", CMU Robotics Institute Technical Report CMU-RI-TR-83-12, July, 1983.
Fox, M.S., B.P. Allen, S.F. Smith, and G.A. Strohm, "ISIS-II: A Constraint-Directed Reasoning Approach to Job Shop Scheduling, System Summary", CMU Robotics Institute Technical Report CMU-RI-TR-83-8, June, 1983.
Smith, S.F., "A Learning System Based on Genetic Adaptive Algorithms", PhD Thesis, Computer Science Department, University of Pittsburgh, December, 1980.