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Publications, Stephen Smith

Note: This list may not be comprehensive. It contains only those publications in the RI publications database. Entries are listed in reverse chronological order.

• A Memory Enhanced Evolutionary Algorithm for Dynamic Scheduling Problems
  G. Barlow and S. Smith
  Applications of Evolutionary Computing: EvoWorkshops 2008, Springer, Berlin / Heidelberg, Vol. 4974/2008, April, 2008, pp. 606-615. [Abstract]
  Download: pdf [129 KB], ps.gz [112 KB] copyrighted

• Airlift Mission Monitoring and Dynamic Rescheduling
  D.E. Wilkins, S. Smith, L. Kramer, T. Lee, and T. Rauenbusch
  Engineering Applications of Artificial Intelligence, Vol. 21, No. 2, March, 2008. [Abstract]

• Searching Alternate Spaces to Solve Oversubscribed Scheduling Problems
  L. Kramer, L. Barbulescu, and S. Smith
  tech. report CMU-RI-TR-08-12, Robotics Institute, Carnegie Mellon University, March, 2008. [Abstract]
  Download: pdf [278 KB] copyrighted

• Benchmark Problems for Oversubscribed Scheduling
  L. Barbulescu, L. Kramer, and S. Smith
  Workshop on Scheduling a Scheduling Competition, The 17th International Conference on Automated Planning & Scheduling (ICAPS-07), September, 2007. [Abstract]
  Download: pdf [90 KB] copyrighted

• Analyzing Basic Representation Choices in Oversubscribed Scheduling Problems
  L. Kramer, L. Barbulescu, and S. Smith
  Proceedings of the 3rd Multidisciplinary International Conference on Scheduling: Theory and Application (MISTA-07), August, 2007. [Abstract]
  Download: pdf [157 KB] copyrighted

• Evolving Cooperative Control on Sparsely Distributed Tasks for UAV Teams Without Global Communication
  G. Barlow, C. Oh, and S. Smith
  tech. report CMU-RI-TR-07-24, Robotics Institute, Carnegie Mellon University, July, 2007. [Abstract]
  Download: pdf [113 KB], ps.gz [77 KB] copyrighted

• Understanding Performance Tradeoffs in Algorithms for Solving Oversubscribed Scheduling
  L. Kramer, L. Barbulescu, and S. Smith
  Proceedings 22nd Conference on Artificial Intelligence (AAAI-07), July, 2007. [Abstract]
  Download: pdf [171 KB] copyrighted

• Distributed Management of Flexible Times Schedules
  S. Smith, A.T. Gallagher, T.L. Zimmerman, L. Barbulescu, and Z. Rubinstein
  2007 Intl conf on Autonomous Agents and Multiagent Systems (AAMAS), May, 2007. [Abstract]
  Download: pdf [363 KB] copyrighted

• Incremental Scheduling to Maximize Quality in a Dynamic Environment
  A.T. Gallagher, T.L. Zimmerman, and S. Smith
  ICAPS 2006 (International Conference on Automated Planning and Scheduling, AAAI Press, Menlo Park, CA, June, 2006. [Abstract]
  Download: pdf [179 KB], ps.gz [182 KB] copyrighted

• Resource Contention Metrics for Oversubscribed Scheduling Problems
  L. Kramer and S. Smith
  Proceedings 16th International Conference on Automated Planning and Scheduling (ICAPS-06), June, 2006. [Abstract]
  Download: pdf [127 KB] copyrighted

• Multi-Agent Management of Joint Schedules
  S. Smith, A.T. Gallagher, T.L. Zimmerman, L. Barbulescu, and Z. Rubinstein
  Proceedings of the 2006 AAAI Spring Symposium on Distributed Plan and Schedule Management, AAAI Press, March, 2006. [Abstract]
  Download: pdf [309 KB] copyrighted

• The AMC Scheduling Problem: A Description for Reproducibility
  L. Kramer and S. Smith
  tech. report CMU-RI-TR-05-75, Robotics Institute, Carnegie Mellon University, November, 2005. [Abstract]
  Download: pdf [155 KB] copyrighted

• The Max K-Armed Bandit: A New Model for Exploration Applied to Search Heuristic Selection
  V. Cicirello and S. Smith
  20th National Conference on Artificial Intelligence (AAAI-05), July, 2005.
  Download: pdf [266 KB] copyrighted

• Towards Integrated Planning and Scheduling: Resource Abstraction in the Planning Graph
  T.L. Zimmerman and S. Smith
  AAAI 2005 Workshop on Integrating Planning into Scheduling, AAAI Press, Menlo Park, CA, July, 2005, pp. 42-48. [Abstract]
  Download: pdf [186 KB] copyrighted

• Execution Monitoring and Replanning with Incremental and Collaborative Scheduling
  D.E. Wilkins, S. Smith, L. Kramer, T.J. Lee, and T.W. Rauenbusch
  Workshop on Multiagent Planning and Scheduling, The 15th International Conference on Automated Planning & Scheduling, June, 2005. [Abstract]
  Download: pdf [421 KB] copyrighted

• Maximizing Availability: A Commitment Heuristic for Oversubscribed Scheduling Problems
  L. Kramer and S. Smith
  Proceedings 15th International Conference on Automated Planning and Scheduling, June, 2005. [Abstract]
  Download: pdf [188 KB] copyrighted

• Retaining Flexibility to Maximize Quality: When the Scheduler Has the Right to Decide Activity Durations
  X. Wang and S. Smith
  Proceedings of the 15th International Conference on Automated Planning and Scheduling, ICAPS'05, June, 2005. [Abstract]
  Download: pdf [187 KB] copyrighted

• Comirem: an intelligent form for resource management
  S. Smith, D. Hildum, and D.R. Crimm
  IEEE Intelligent Systems, Vol. 20, No. 2, March, 2005, pp. 16 - 24. [Abstract]
  Download: pdf [918 KB] copyrighted

• Planning Tactics within Scheduling Problems
  S. Smith and T.L. Zimmerman
  ICAPS '04 Workshop Workshop on Integrating Planning Into Scheduling, June, 2004. [Abstract]
  Download: pdf [551 KB] copyrighted

• Task Swapping for Schedule Improvement: A Broader Analysis
  L. Kramer and S. Smith
  Proceedings 14th International Conference on Automated Planning and Scheduling, June, 2004. [Abstract]
  Download: pdf [146 KB] copyrighted

• Task Swapping: Making Space in Schedules for Space
  L. Kramer and S. Smith
  Fourth International Workshop on Planning and Scheduling for Space (IWPSS '04), June, 2004. [Abstract]
  Download: pdf [116 KB] copyrighted

• Generating Schedules to Maximize Quality
  X. Wang and S. Smith
  tech. report CMU-RI-TR-04-25, Robotics Institute, Carnegie Mellon University, April, 2004. [Abstract]
  Download: pdf [201 KB] copyrighted

• Speculation agents for dynamic multi-period continuous double auctions in B2B exchanges
  L. Li and S. Smith
  Proceedings of the 37th Annual Hawaii International Conference on System Sciences, January, 2004, pp. 9 - 17. [Abstract]
  Download: pdf [283 KB] copyrighted

• Continuous Management of Airlift and Tanker Resources: A Constraint-Based Approach
  S. Smith, M. Becker, and L. Kramer
  Mathematical and Computer Modeling -- Special Issue on Defense Transportation: Algorithms, Models and Applications for the 21st Centry, Vol. 39, No. 6-8, 2004, pp. 581-598. [Abstract]
  Download: pdf [179 KB] copyrighted

• A reinforcement learning approach to production planning in the fabrication/fulfillment manufacturing process
  H. Cao, H. Xi, and S. Smith
  Vol. 2, December, 2003, pp. 1417 - 1423. [Abstract]
  Download: pdf [572 KB] copyrighted

• Coordinating activity in knowledge-intensive dynamic systems
  S. Smith
  2003 International Conference on Integration of Knowledge Intensive Multi-Agent Systems, September, 2003, pp. 105 - 108. [Abstract]
  Download: pdf [348 KB] copyrighted

• Maximizing Flexibility: A Retraction Heuristic for Oversubscribed Scheduling Problems
  L. Kramer and S. Smith
  Proceedings of the Eighteenth International Joint Conference on Artificial Intelligence, August, 2003. [Abstract]
  Download: pdf [112 KB] copyrighted

• A Priority-Based Preemption Algorithm for Incremental Scheduling with Cumulative Resources
  Q. Zhou and S. Smith
  tech. report CMU-RI-TR-02-19, Robotics Institute, Carnegie Mellon University, June, 2003. [Abstract]
  Download: pdf [194 KB] copyrighted

• Market-Based Multi-Robot Planning in a Distributed Layered Architecture
  D. Goldberg, V. Cicirello, M.B. Dias, R. Simmons, S. Smith, and A. Stentz
  Multi-Robot Systems: From Swarms to Intelligent Automata: Proceedings from the 2003 International Workshop on Multi-Robot Systems, Kluwer Academic Publishers, Vol. 2, 2003, pp. 27-38. [Abstract]

• Optimizing for Change: Mixed-Initiative Resource Allocation with the AMC Barrel Allocator
  L. Kramer and S. Smith
  Proceedings of the 3rd International NASA Workshop on Planning and Scheduling for Space, The Institute for Advanced Interdisciplinary Research, Houston, October, 2002. [Abstract]
  Download: pdf [341 KB] copyrighted

• Amplification of Search Performance through Randomization of Heuristics
  V. Cicirello and S. Smith
  Principles and Practice of Constraint Programming: 8th International Conference, Proceedings, Springer-Verlag, Vol. LNCS 2470 of Lecture Notes in Computer Science, September, 2002, pp. 124-138. [Abstract]
  Download: pdf [280 KB], ps.gz [166 KB] copyrighted

• Distributed Coordination of Resources via Wasp-like Agents
  V. Cicirello and S. Smith
  First NASA GSFC/JPL Workshop on Radical Agent Concepts (WRAC), January, 2002. [Abstract]
  Download: pdf [159 KB], ps.gz [143 KB] copyrighted

• A Distributed Layered Architecture for Mobile Robot Coordination: Application to Space Exploration
  D. Goldberg, V. Cicirello, M.B. Dias, R. Simmons, S. Smith, T. Smith, and A. Stentz
  Proceedings of the 3rd International NASA Workshop on Planning and Scheduling for Space, 2002. [Abstract]

• Wasp-like Agents for Distributed Factory Coordination
  V. Cicirello and S. Smith
  tech. report CMU-RI-TR-01-39, Robotics Institute, Carnegie Mellon University, December, 2001. [Abstract]
  Download: pdf [216 KB], ps.gz [116 KB] copyrighted

• Randomizing Dispatch Scheduling Policies
  V. Cicirello and S. Smith
  The 2001 AAAI Fall Symposium: Using Uncertainty Within Computation, November, 2001. [Abstract]
  Download: pdf [96 KB], ps.gz [117 KB] copyrighted

• Integrating Planning and Scheduling through Adaptation of Resource Intensity Estimates
  K. Myers, S. Smith, D. Hildum, P. Jarvis, and R. de Lacaze
  Proceedings 5th European Conference on Planning, September, 2001.
  Download: pdf [117 KB] copyrighted

• Toward the Design of Web-Based Planning and Scheduling Services
  S. Smith, D. Hildum, and D.R. Crimm
  Proceedings of the ECP-01 / Planet Workshop on Automated Planning and Scheduling Technologies in New Methods for Electronic, Mobile and Collaborative Work, September, 2001. [Abstract]
  Download: pdf [1027 KB] copyrighted

• Improved Routing Wasps for Distributed Factory Control
  V. Cicirello and S. Smith
  The IJCAI-01 Workshop on Artificial Intelligence and Manufacturing: New AI Paradigms for Manufacturing, August, 2001. [Abstract]
  Download: pdf [148 KB], ps.gz [90 KB] copyrighted

• Insect Societies and Manufacturing
  V. Cicirello and S. Smith
  The IJCAI-01 Workshop on Artificial Intelligence and Manufacturing: New AI Paradigms for Manufacturing, August, 2001. [Abstract]
  Download: pdf [151 KB], ps.gz [351 KB] copyrighted

• Integrating Planning and Scheduling through Intensity Adaptation
  K. Myers, S. Smith, D. Hildum, P. Jarvis, and R. de Lacaze
  Proceedings of the IJCAI-01 Workshop on Planning with Resources, July, 2001.
  Download: pdf [542 KB] copyrighted

• Wasp Nests for Self-Configurable Factories
  V. Cicirello and S. Smith
  Agents '01, Proceedings of the Fifth International Conference on Autonomous Agents, ACM Press, May, 2001. [Abstract]
  Download: pdf [417 KB], ps.gz [241 KB] copyrighted

• Ant Colony Control for Autonomous Decentralized Shop Floor Routing
  V. Cicirello and S. Smith
  ISADS-2001: Fifth International Symposium on Autonomous Decentralized Systems, IEEE Computer Society, March, 2001, pp. 383 - 390. [Abstract]
  Download: pdf [79 KB], ps.gz [220 KB] copyrighted

• Iterative Flattening: A Scalable Method for Solving Multi-Capacity Scheduling Problems
  A. Cesta, A. Oddi, and S. Smith
  Proceedings National Conference on Artificial Intelligence (AAAI-00), July, 2000. [Abstract]
  Download: pdf [83 KB], ps.gz [35 KB] copyrighted

• Modeling GA Performance for Control Parameter Optimization
  V. Cicirello and S. Smith
  GECCO-2000: Proceedings of the Genetic and Evolutionary Computation Conference, July, 2000. [Abstract]
  Download: pdf [121 KB], ps.gz [44 KB] copyrighted

• Mixed-Initiative Resource Management: The AMC Barrel Allocator
  M. Becker and S. Smith
  Proceedings 5th International Conference on AI Planning and Scheduling, April, 2000. [Abstract]
  Download: pdf [167 KB], ps.gz [61 KB] copyrighted

• A Constraint-Based Method for Project Scheduling with Time Windows
  A. Cesta, A. Oddi, and S. Smith
  tech. report CMU-RI-TR-00-34, Robotics Institute, Carnegie Mellon University, February, 2000. [Abstract]
  Download: pdf [281 KB], ps.gz [92 KB] copyrighted

• An Iterative Sampling Procedure for Resource Constrained Project Scheduling with Time Windows
  A. Cesta, A. Oddi, and S. Smith
  Proceedings 16th International Joint Conference on Artificial Intelligence (IJCAI '99), August, 1999. [Abstract]
  Download: pdf [192 KB], ps.gz [58 KB] copyrighted

• Fast and Accurate Feature Selection Using Hybrid Genetic Strategies
  C. Guerra-Salcedo, S. Chen, D. Whitley, and S. Smith
  CEC99: Proceedings of the Congress on Evolutionary Computation, July, 1999.
  Download: pdf [89 KB], ps.gz [61 KB] copyrighted

• Improving Genetic Algorithms by Search Space Reduction (with Applications to Flow Shop Scheduling)
  S. Chen and S. Smith
  GECCO-99: Proceedings of the Genetic and Evolutionary Computation Conference, Morgan Kaufmann, 1999. [Abstract]
  Download: pdf [25 KB], ps.gz [35 KB] copyrighted

• Introducing a New Advantage of Crossover: Commonality-Based Selection
  S. Chen and S. Smith
  GECCO-99: Proceedings of the Genetic and Evolutionary Computation Conference, Morgan Kaufmann, 1999. [Abstract]
  Download: pdf [38 KB], ps.gz [40 KB] copyrighted

• Issues in the Integration of Planning and Scheduling for Enterprise Control
  K. Myers and S. Smith
  Proceedings of the DARPA Symposium on Advances in Enterprise Control, 1999.
  Download: pdf [75 KB] copyrighted

• Non-Standard Crossover for a Standard Representation -- Commonality-Based Feature Subset Selection
  S. Chen, C. Guerra-Salcedo, and S. Smith
  GECCO-99: Proceedings of the Genetic and Evolutionary Computation Conference, Morgan Kaufmann, 1999. [Abstract]
  Download: pdf [23 KB], ps.gz [35 KB] copyrighted

• Putting the "Genetics" back into Genetic Algorithms (Reconsidering the Role of Crossover in Hybrid Operators)
  S. Chen and S. Smith
  Foundations of Genetic Algorithms 5, Morgan Kaufmann, 1999. [Abstract]
  Download: pdf [147 KB], ps.gz [74 KB] copyrighted

• The GENIE is Out! (Who Needs Fitness to Evolve?)
  S. Chen, S. Smith, and C. Guerra-Salcedo
  CEC99: Proceedings of the Congress on Evolutionary Computation, 1999. [Abstract]
  Download: pdf [26 KB], ps.gz [34 KB] copyrighted

• Automated planning and scheduling for goal-based autonomous spacecraft
  S. Chien, S. Smith, G. Rabideau, N. Muscettola, and K. Rajan
  IEEE Intelligent Systems and Their Applications, Vol. 13, No. 5, September, 1998, pp. 50 - 55. [Abstract]
  Download: pdf [912 KB] copyrighted

• Modeling the Dynamics of Supply Chains
  J.M. Swaminathan, S. Smith, and N. Sadeh-Koniecpol
  Decision Sciences, Vol. 29, No. 3, June, 1998, pp. 607 - 632. [Abstract]
  Download: pdf [261 KB] copyrighted

• Profile-Based Algorithms to Solve Multi-Capacitated Metric Scheduling Problems
  A. Cesta, A. Oddi, and S. Smith
  Proceedings 5th International Conference on Artificial Intelligence Planning Systems, June, 1998. [Abstract]
  Download: pdf [232 KB], ps.gz [72 KB] copyrighted

• Scheduling Multi-Capacitated Resources under Complex Temporal Constraints
  A. Cesta, A. Oddi, and S. Smith
  tech. report CMU-RI-TR-98-17, Robotics Institute, Carnegie Mellon University, June, 1998. [Abstract]
  Download: pdf [257 KB], ps.gz [77 KB] copyrighted

• Experiments on Commonality in Sequencing Operators
  S. Chen and S. Smith
  Genetic Programming 1998: Proceedings of the Third Annual Conference, Morgan Kaufmann, 1998. [Abstract]
  Download: pdf [41 KB], ps.gz [44 KB] copyrighted

• An Ontology for Multi-Modal Transportation Planning and Scheduling
  M. Becker and S. Smith
  tech. report CMU-RI-TR-98-15, Robotics Institute, Carnegie Mellon University, November, 1997. [Abstract]
  Download: pdf [350 KB], ps.gz [204 KB] copyrighted

• Effects of Sharing Supplier Capacity Information
  J. Swaminathan, N. Sadeh-Koniecpol, and S. Smith
  September, 1997.
  Download: pdf [251 KB], ps.gz [99 KB] copyrighted

• Blackboard Agents for Mixed-Initiative Management of Integrated Process-Planning/Production-Scheduling Solutions Across the Supply Chain
  D. Hildum, N. Sadeh-Koniecpol, T.J. Laliberty, J. McA'Nulty, S. Smith, and D. Kjenstad
  Proceedings of the Ninth Conference on Innovative Applications of Artificial Intelligence (IAAI-97), July, 1997.
  Download: pdf [73 KB], ps.gz [197 KB] copyrighted

• Stochastic Procedures for Generating Feasible Schedules
  A. Oddi and S. Smith
  Proceedings 14th National Conference on Artificial Intelligence, July, 1997. [Abstract]
  Download: pdf [152 KB], ps.gz [48 KB] copyrighted

• Configurability and Reuse in Schedulng System Design
  S. Smith and M. Becker
  Proceedings Workshop on Object-Oriented Methods for Distributed Control Architectures, April, 1997.

• Modeling Supply Chain Dynamics: A Multiagent Approach
  J. Swaminathan, S. Smith, and N. Sadeh-Koniecpol
  Decision Sciences, April, 1997.
  Download: pdf [269 KB], ps.gz [138 KB] copyrighted

• An Ontology for Constructing Scheduling Systems
  S. Smith and M. Becker
  Working Notes of 1997 AAAI Symposium on Ontological Engineering, AAAI Press, March, 1997. [Abstract]
  Download: pdf [147 KB], ps.gz [55 KB] copyrighted

• Commonality and Genetic Algorithms
  S. Chen and S. Smith
  tech. report CMU-RI-TR-96-27, Robotics Institute, Carnegie Mellon University, December, 1996. [Abstract]
  Download: pdf [776 KB] copyrighted

• A Blackboard Architecture for Integrated Process Planning and Production Scheduling
  T.J. Laliberty, D. Hildum, N. Sadeh-Koniecpol, J. McA'Nulty, D. Kjenstad, and S. Smith
  Proceedings ASME Design for Manufacturing Conference, August, 1996.
  Download: pdf [32 KB], ps.gz [26 KB] copyrighted

• A Monte-Carlo Algorithm for Extended Constraint-Posting Scheduling Search
  A. Oddi and S. Smith
  Proceedings 1996 Italian Planning Workshop, August, 1996.

• A Multi-Agent Framework for Modeling Supply Chain Dynamics
  J.M. Swaminathan, S. Smith, and N. Sadeh-Koniecpol
  Proceedings NSF Research Planning Workshop on Artificial Intelligence and Manufacturing, June, 1996.

• Mixed-Initiative Management of Integrated Process-Planning and Production-Scheduling Solutions
  D. Hildum, N. Sadeh-Koniecpol, T.J. Laliberty, S. Smith, J. McA'Nulty, and D. Kjenstad
  Proceedings NSF Research Planning Workshop on Artificial Intelligence and Manufacturing, June, 1996.
  Download: pdf [99 KB], ps.gz [209 KB] copyrighted

• A Constraint Satisfaction Approach to Makespan Scheduling
  C. Cheng and S. Smith
  Proceedings 4th International Conference on Artificial Intelligence Planning Systems, May, 1996.

• An Integrated Process-Planning/Production-Scheduling Shell for Agile Manufacturing
  N. Sadeh-Koniecpol, D. Hildum, T.J. Laliberty, S. Smith, J. McA'Nulty, and D. Kjenstad
  tech. report CMU-RI-TR-96-10, Robotics Institute, Carnegie Mellon University, May, 1996. [Abstract]
  Download: pdf [107 KB], ps.gz [212 KB] copyrighted

• Configurable, Mixed-Initiative Systems for Planning and Scheduling
  S. Smith, O. Lassila, and M. Becker
  Advanced Planning Technology, A. Tate, ed., AAAI Press, May, 1996. [Abstract]
  Download: pdf [119 KB], ps.gz [45 KB] copyrighted

• Using DITOPS as a Tool for Mixed-Initiative Schedule Improvement
  M. Becker and S. Smith
  May, 1996.
  Download: pdf [1046 KB], ps.gz [1090 KB] copyrighted

• Configurable Planning and Scheduling Systems
  S. Smith, O. Lassila, and M. Becker
  AI*IA Notizie (Quarterly Publication of the Artificial Intelligence Italian Association), Vol. 9, No. 1, March, 1996, pp. 27-32.

• An Exploratory Prototype for Air Medical Evacuation Re-Planning
  O. Lassila, M. Becker, and S. Smith
  tech. report CMU-RI-TR-96-03, Robotics Institute, Carnegie Mellon University, February, 1996. [Abstract]
  Download: pdf [566 KB], ps.gz [659 KB] copyrighted

• A Scheduling Ontology: Informal Concept Descriptions
  S. Smith, O. Lassila, and M. Becker
  ICLL Working Paper, January, 1996.

• Impact of Supplier Information on Supply Chain Performance
  J.M. Swaminathan, N. Sadeh-Koniecpol, and S. Smith
  ICLL Working Paper, January, 1996.

• Development of an Integrated Process Planning/Production Scheduling Shell for Agile Manufacturing
  N. Sadeh-Koniecpol, T.J. Laliberty, R.V.E. Bryant, and S. Smith
  tech. report CMU-RI-TR-95-40, Robotics Institute, Carnegie Mellon University, November, 1995. [Abstract]
  Download: pdf [613 KB] copyrighted

• A Constraint-Posting Framework for Scheduling Under Complex Constraints
  C. Cheng and S. Smith
  Proceedings Joint INRIA/IEEE Conference on Emerging Technologies and Factory Automation, Vol. 1, October, 1995, pp. 269 - 280. [Abstract]
  Download: pdf [171 KB], ps.gz [68 KB] copyrighted

• Information Exchange in the Supply Chain
  J.M. Swaminathan, N. Sadeh-Koniecpol, and S. Smith
  tech. report CMU-RI-TR-95-36, Robotics Institute, Carnegie Mellon University, October, 1995. [Abstract]
  Download: pdf [1151 KB] copyrighted

• An Integrated Process Planning/Production Scheduling Shell to Support Agile Manufacturing Practices
  N. Sadeh-Koniecpol, T. Laliberty, S. Smith, and R. Bryant
  Proceedings IFIP WG5.7 Working Conference, September, 1995.

• An Integrated Process Planning and Production Scheduling Shell
  N. Sadeh-Koniecpol, R. Bryant, T. Laliberty, and S. Smith
  Proceedings 1995 IJCAI Workshop on Intelligent Manufacturing, August, 1995.

• The Arpa/Rome Laboratory Common Prototyping Environment: A Framework for Software Technology Integration, Evaluation and Transition
  M. Burstien, R. Shantz, M. Bienkowski, M. desJardin, and S. Smith
  IEEE Expert, Vol. 10, No. 1, February, 1995.

• Applying Constraint Satisfaction Techniques to Job Shop Scheduling
  C. Cheng and S. Smith
  tech. report CMU-RI-TR-95-03, Robotics Institute, Carnegie Mellon University, January, 1995. [Abstract]
  Download: pdf [292 KB], ps.gz [127 KB] copyrighted

• Flexible Protocols Improve Parallel Experimentation Throughput
  R.J. Aarts, J.S. Lindsey, L.A. Corkan, and S. Smith
  Clinical Chemistry: Journal of the American Association of Clinical Chemistry, Vol. 41, No. 7, 1995.

• Reactive Scheduling Systems
  S. Smith
  Intelligent Scheduling Systems, D.E. Brown and W.T. Scherer, ed., Kluwer Press, 1995. [Abstract]
  Download: pdf [229 KB], ps.gz [119 KB], ps.z [238 KB] copyrighted

• High Performance Techniques for Space Mission Scheduling
  S. Smith
  Proceedings 3rd International Symposium on Artificial Intelligence, Robotics and Automation for Space, October, 1994.

• A High Performance Scheduler for an Automated Chemistry Workstation
  R.J. Aarts and S. Smith
  Proceedings 1994 European Conference on Artificial Intelligence, August, 1994.

• Constructing Flexible Schedulers for Decision-Support
  O. Lassila and S. Smith
  Proceedings of the 1994 Finnish Artificial Intelligence Symposium (STeP-94), Finnish AI Society, August, 1994. [Abstract]
  Download: pdf [1136 KB], ps.gz [48 KB], ps.z [77 KB] copyrighted

• Generating Feasible Schedules under Complex Metric Constraints
  C. Cheng and S. Smith
  Proceedings 12th National Conference on Artificial Intelligence, August, 1994.

• Modeling the Dynamics of Supply Chains
  J.M. Swaminathan, S. Smith, and N. Sadeh-Koniecpol
  Proceedings AAAI-94 Workshop on Reasoning About the Shop Floor, August, 1994.
  Download: pdf [153 KB], ps.gz [46 KB] copyrighted

• Directing an Opportunistic Scheduler: An Empirical Investigation of Reactive Scenarios
  G. Hasle and S. Smith
  Proceedings 2nd International Workshop on Knowledge-Based Reactive Scheduling, June, 1994.

• Flexible Constaint-Based Tools for Complex Scheduling Domains
  O. Lassila and S. Smith
  Proceedings of the 4th Annual 1994 IEEE Dual-Use Technologies and Applications Conference, April, 1994, pp. 131 - 138. [Abstract]
  Download: pdf [71 KB], ps.gz [27 KB], ps.z [34 KB] copyrighted

• Towards the Development of Flexible Tools for Mixed-Initiative Transportation Scheduling
  S. Smith and O. Lassila
  Proceedings 1994 ARPA Planning Workshop, February, 1994. [Abstract]
  Download: pdf [1238 KB], ps.gz [73 KB], ps.z [112 KB] copyrighted

• Configurable Systems for Reactive Production Management
  S. Smith and O. Lassila
  Knowledge-Based Reactive Scheduling, R. Kerr and K. Szelke, ed., IFIP Transactions 15-B, North Holland, Amsterdam, 1994, pp. 93 - 106. [Abstract]
  Download: pdf [125 KB], ps.gz [42 KB], ps.z [55 KB] copyrighted

• OPIS: A Methodology and Architecture for Reactive Scheduling
  S. Smith
  Intelligent Scheduling, M. Zweben and M. Fox, ed., Morgan Kaufmann, 1994.

• Toward the Development of Flexible Mixed-Initiative Scheduling Tools
  S. Smith and O. Lassila
  Proceedings ARPA-Rome Laboratory Planning Initiative Workshop, 1994. [Abstract]
  Download: pdf [1238 KB], ps.gz [73 KB], ps.z [112 KB] copyrighted

• Using Coverage as a Model Building Constraint in Learning Classifier Systems
  D.P. Greene and S. Smith
  Evolutionary Computation, Vol. 2, No. 1, 1994, pp. 67-91.

• Flexible Coordination in Resource-Constrained Domains
  S. Smith and K. Sycara
  tech. report CMU-RI-TR-93-17, Robotics Institute, Carnegie Mellon University, December, 1993.
  Download: pdf [1313 KB], ps.gz [140 KB] copyrighted

• Flexible Coordination in Resource-Constrained Domains
  S. Smith and K. Sycara
  tech. report CMU-RI-TR-95-02, Robotics Institute, Carnegie Mellon University, December, 1993. [Abstract]
  Download: pdf [1716 KB] copyrighted

• Integrating Planning and Scheduling: Towards Effective Coordination in Complex Resource-Constrained Domains
  S. Smith
  Proceedings 1993 Italian Planning Workshop, September, 1993. [Abstract]
  Download: pdf [122 KB], ps.gz [37 KB], ps.z [48 KB] copyrighted

• A Knowledge-Based Multi-Agent Simulation Testbed to Support Supply Chain Design and Management Decisions
  J.M. Swaminathan, N. Sadeh-Koniecpol, and S. Smith
  Proceedings IJCAI-93 Workshop on Knowledge-Based Production Planning, Scheduling and Control, August, 1993.

• Constraint-Directed Integration of Scheduling and Planning for Space-Based Observatory Management
  N. Muscettola and S. Smith
  Proceedings 7th Annual Space Operations, Applications and Research Symposium, August, 1993.

• Slack-Based Heuristics for Constraint Satisfaction Scheduling
  S. Smith and C. Cheng
  Proceedings 11th National Conference on Artificial Intelligence, July, 1993.

• Competition-Based Induction of Decision Models from Examples
  D.P. Greene and S. Smith
  Machine Learning 13, 1993, pp. 229-257.

• Cooperative Diversity Using Coverage as a Constraint
  S. Smith and D.P. Greene
  Proceedings 1st International Workshop on Learning Classifier Systems, October, 1992.

• A Blackboard Architecture for Coordinating Manufacturing Production Scheduling
  P. Muro, S. Smith, and J.L. Villarroel
  Novatica (Revista de la Associacion de Tecnicos de Informatica), Vol. 18, No. 98, August, 1992.

• COGIN: Symbolic Induction Using Genetic Algorithms
  D.P. Greene and S. Smith
  Proceedings 10th National Conference on Artificial Intelligence, July, 1992.

• Scheduling for Agile Manufacturing
  A. Geoffroy and S. Smith
  Proceedings DARPA Manufacturing, Engineering, Design Automation Workshop, June, 1992.

• Balancing Antagonistic Time and Resource Utilization Constraints in Oversubscribed Scheduling Problems
  S. Smith and D. Pathak
  Proceedings Eighth IEEE Conference on Applications of Artificial Intelligence, March, 1992, pp. 113 - 119. [Abstract]
  Download: pdf [730 KB] copyrighted

• Decomposability and Scalability in Space-Based Observatory Scheduling
  N. Muscettola and S. Smith
  Working Notes, 1992 Stanford Spring Symposium on Practical Approaches to Planning and Scheduling, March, 1992.

• Incremental Schedule Revision
  S. Smith
  Working Notes, 1992 Stanford Spring Symposium on Computational Considerations in Supporting Incremental Modification and Reuse, March, 1992.

• Coordinating space telescope operations in an integrated planning and scheduling architecture
  N. Muscettola, S. Smith, A. Cesta, and D. D'Aloisi
  IEEE Control Systems Magazine, Vol. 12, No. 1, February, 1992, pp. 28 - 37. [Abstract]
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• Knowledge-Based Production Management: Approaches, Results, and Prospects
  S. Smith
  Production Planning and Control, Vol. 3, No. 4, 1992.

• Learning Audit Selection Rules from Data
  D. Greene, R. Meservey, and S. Smith
  Expert Systems in Finance, D.E. O'Leary and P.R. Watkins, ed., North Holland Publishers, Vol. 12, 1992.

• Knowledge-Based Production Management: Approaches, Results and Prospects
  S. Smith
  tech. report CMU-RI-TR-91-21, Robotics Institute, Carnegie Mellon University, December, 1991. [Abstract]
  Download: pdf [3647 KB] copyrighted

• An Intelligent Architecture for Scheduling in Manufacturing Systems
  P.R. Muro, S. Smith, and J.L. Villarroel
  Proceedings 4th Technical Conference of the Spanish Association for Aritificial Intelligence, October, 1991.

• GA-1: A Parallel Associative Memory Processor for Rule Learning with Genetic Algorithms
  H. Kitano, S. Smith, and T. Higuchi
  Proceedings 4th International Conference on Genetic Algorithms, July, 1991.

• Integrated Scheduling Frameworks
  S. Smith
  Proceedings 1991 Norwegian National Conference on Project Management, June, 1991.

• Coordinating Space Telescope Operations in an Integrated Planning and Scheduling Framework
  N. Muscettola, S. Smith, A. Cesta, and D. D'Aloisi
  Proceedings of the 1991 IEEE International Conference on Robotics and Automation (ICRA '91), Vol. 2, April, 1991, pp. 1369 - 1376. [Abstract]
  Download: pdf [785 KB] copyrighted

• Balancing Antagonistic Time and Resource Utilization Constraints in Over-Subscribed Scheduling Problems
  S. Smith and D.K. Pathak
  tech. report CMU-RI-TR-91-05, Robotics Institute, Carnegie Mellon University, March, 1991. [Abstract]
  Download: pdf [623 KB] copyrighted

• Issues in the Design of AI-Based Schedulers
  K. Kempf, C. LePape, S. Smith, and B.R. Fox
  AI Magazine, Vol. 11, No. 5, January, 1991.

• A Framework for Efficient Management of Space Missions
  N. Muscettola and S. Smith
  Proceedings 1990 International Symposium on AI, Robotics and Automation in Space, November, 1990.

• Integrating Planning and Scheduling to Solve Space Mission Scheduling Problems
  N. Muscettola and S. Smith
  Proceedings 1990 DARPA Workshop on Innovative Approaches to Planning, Scheduling and Control, November, 1990.

• A Heuristic Model to Compare Alternative Commitments During Machine-Based Manufacturing Scheduling
  A. Safavi and S. Smith
  Proceedings First International Conference on Expert Planning Systems, June, 1990.

• An evaluation function to compare alternative commitments during manufacturing planning and scheduling
  A. Safavi and S. Smith
  Proceedings First International Conference on Expert Planning Systems, June, 1990, pp. 22 - 27. [Abstract]
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• An Integrated Framework for Generating and Revising Factory Schedules
  S. Smith, P.S. Ow, N. Muscettola, J.Y. Potvin, and D. Matthys
  Journal of the Operational Research Society, Vol. 41, No. 6, June, 1990.

• Exploiting Local Flexibility During Execution of Pre-computed Schedules
  S. Smith, N. Keng, and K. Kempf
  tech. report CMU-RI-TR-90-13, Robotics Institute, Carnegie Mellon University, June, 1990.
  Download: pdf [708 KB] copyrighted

• OPIS: An Opportunistic Factory Scheduling System
  S. Smith, P.S. Ow, N. Muscettola, J.Y. Potvin, and D. Matthys
  Proceedings Third International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, May, 1990.

• Ammunition Requirements Forecasting using Genetic Algorithms
  S. Smith, D.P. Greene, R. Camden, and C. Dunmire
  Proceedings US ARMY Symposium on Aritificial Intelligence and Logistics, March, 1990.

• A Heuristic Search Approach to Planning and Scheduling of Software Projects
  A. Safavi and S. Smith
  Advances in Artificial Intelligence: Natural Language, and Knowledge-Based Systems, M. Golumbic, ed., Springer-Verlag Publishers, 1990.

• The OPIS Framework for Modeling Manufacturing Systems
  S. Smith
  tech. report CMU-RI-TR-89-30, Robotics Institute, Carnegie Mellon University, December, 1989. [Abstract]
  Download: pdf [2340 KB] copyrighted

• Generating Space Telescope Observation Schedules
  N. Muscettola, S. Smith, G. Amiri, and D. Pathak
  tech. report CMU-RI-TR-89-28, Robotics Institute, Carnegie Mellon University, November, 1989. [Abstract]
  Download: pdf [1102 KB] copyrighted

• Center for Integrated Manufacturing Decision Systems: an overview
  S. Akella, M.S. Fox, and S. Smith
  Proceedings of the Seventh IEEE/CHMT International Electronic Manufacturing Technology Symposium, September, 1989, pp. 169 - 173. [Abstract]
  Download: pdf [697 KB] copyrighted

• Flexible Coordination of Production
  S. Smith and K. Sycara
  Working Notes - IJCAI-89 Workshop on Integrated Architectures for Manufacturing, August, 1989.

• Using Genetic Algorithms to Schedule Flow Shop Releases
  G.A. Cleveland and S. Smith
  Proceedings 3rd International Conference on Genetic Algorithms and Their Applications, June, 1989.

• State-Based Scheduling: An Architecture for Space Telescope Observation Scheduling
  N. Muscettola and S. Smith
  Proceedings 1989 JPL Conference on Space Telerobotics, January, 1989.

• Flexible Systems for the Design of Heuristic Algorithms in complex OR Domains
  J. Potvin and S. Smith
  Impacts of Recent Computer Advances on Operations Research, Publications in Operations Research, Sharda R., Golden B.L., Wasil E., Balci O. and Stewart N., ed., North-Holland Publishers, Vol. 9, 1989, pp. 332-344.

• Merging Artificial Intelligence Techniques and Petri Nets for Real-Time Scheduling and Control of Production Systems
  J. Martinez, P.R. Muro, M. Silva, S. Smith, and J.L. Villarroel
  Artificial Intelligence and Expert Systems in Scientific Computing, J.M. David, R. Huber, J.P Krivine and C. Kulikowski, ed., J.C. Baltzer AG Scientific Publishing Company, Basel, Switzerland, 1989, pp. 307-313.

• Reactive Plan Revision
  P.S. Ow, S. Smith, and A. Thiriez
  Proceedings 7th National Conference on AI, August, 1988.

• CSS: A Cooperative Scheduling System
  P.S. Ow, S. Smith, and R.E. Howie
  Expert Systems and Intelligent Manufacturing, 1988.

• Viewing Scheduling as an Opportunistic Problem Solving Process
  P.S. Ow and S. Smith
  Annals of Operation Research, Vol. 12, 1988.

• Constraint-Based Scheduling with Applications to Space Telescope Observation Scheduling
  S. Smith
  Proceedings 2nd Annual NASA AI Forum, November, 1987.

• A Probabilistic Framework for Resource-Constrained Multi-Agent Planning
  N. Muscettola and S. Smith
  Proceedings 10th International Joint Conference on Artificial Intelligence, August, 1987.

• Adaptive Learning of Consumer Choice Models
  D. Greene and S. Smith
  Proceedings 1987 International Conference on Genetic Algorithms, July, 1987.

• Management of Temporal Constraints for Factory Scheduling
  C. le Pape and S. Smith
  tech. report CMU-RI-TR-87-13, Robotics Institute, Carnegie Mellon University, June, 1987.
  Download: pdf [925 KB] copyrighted

• A Constraint-Based Framework for Reactive Management of Factory Schedules
  S. Smith
  Intelligent Manufacturing, M.D. Oliff, ed., Benjamin Cummings Publishers, 1987.

• Integrated Decentralization of Production Management: An Approach for Factory Scheduling
  S. Smith and J.E. Hynynen
  Intelligent and Integrated Manufacturing Analysis and Synthesis, C.R. Liu, A. Requicha, and S. Chandrasekar, ed., ASME PED, New York, Vol. 25, 1987.

• Two Design Principles for Knowledge-Based Systems
  P.S. Ow and S. Smith
  Decision Sciences, Vol. 18, No. 3, 1987, pp. 430-447.

• Constraint-Based Scheduling in an Intelligent Logistics Support System: An Artificial Intelligence Approach
  S. Smith and M.S. Fox
  December, 1986.

• Integrating Multiple Perspectives to Generate Detailed Production Plans
  S. Smith, P.S. Ow, B. McLaren, N. Muscettola, and C. LePape
  Proceedings SME Conference on AI in Manufacturing, September, 1986.

• Toward an Opportunistic Scheduling System
  P.S. Ow and S. Smith
  Proceedings 19th Hawaii International Conference on System Sciences, January, 1986.

• Constructing and Maintaining Detailed Production Plans: Investigations into the Development of Knowledge-Based Factory Scheduling Systems
  S. Smith, M.S. Fox, and P.S. Ow
  AI Magazine, Vol. 7, No. 4, 1986, pp. 45 - 61.
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• The Use of Multiple Problem Decompositions in Time-Constrained Planning Tasks
  S. Smith and P.S. Ow
  Proceedings 9th International Joint Conference on Artificial Intelligence, August, 1985.

• The Use of Multiple Problem Decompositions in Time Constrained Planning Tasks
  S. Smith and P.S. Ow
  tech. report CMU-RI-TR-85-11, Robotics Institute, Carnegie Mellon University, July, 1985.
  Download: pdf [150 KB] copyrighted

• The Role of Intelligent Reactive Processing in Production Management
  M.S. Fox and S. Smith
  Proceedings 13th Annual CAMI Technical Conference, November, 1984.
  Download: pdf [315 KB] copyrighted

• Adaptive Learning Systems
  S. Smith
  Expert Systems: Principles and Case Studies, October, 1984.

• Adaptive Search Techniques for Machine Learning
  S. Smith
  Proceedings International Symposium on Knowledge Acquisition and Machine Learning, August, 1984.

• ISIS: A Knowledge-Based System for Factory Scheduling
  M.S. Fox and S. Smith
  Expert Systems Journal, Vol. 1, No. 1, July, 1984.
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• Future Knowledge-Based Systems for Factory Scheduling
  M.S. Fox, B.P. Allen, S. Smith, and G.A. Strohm
  Proceedings 12th Annual Technical CAMI Conference, November, 1983.
  Download: pdf [1393 KB] copyrighted

• Flexible Learning of Problem Solving Heuristics Through Adaptive Search
  S. Smith
  Proceedings 8th International Joint Conference on Artificial Intelligence, August, 1983.

• Exploiting Temporal Knowledge to Organize Constraints
  S. Smith
  tech. report CMU-RI-TR-83-12, Robotics Institute, Carnegie Mellon University, July, 1983.
  Download: pdf [2000 KB] copyrighted

• ISIS: A Constraint-Directed Reasoning Approach to Job Shop Scheduling System Summary
  M.S. Fox, B.P. Allen, S. Smith, and G.A. Strohm
  tech. report CMU-RI-TR-83-08, Robotics Institute, Carnegie Mellon University, June, 1983.
  Download: pdf [1319 KB] copyrighted

• ISIS: A Constraint-Directed Reasoning Approach to Job Shop Scheduling
  M.S. Fox, S. Smith, B.P. Allen, G.A. Strohm, and F.C. Wimberly
  Proceedings IEEE Trends and Applications 83 Conference, May, 1983, pp. 76 - 81.