H. Van Dyke Parunak
1027 Ferdon Road
Ann Arbor, MI 48104
(734) 996-1384
Research Interests
Applications of complex adaptive systems, with special emphasis on fine-grained agent
software architectures for modeling, control, and collaboration.
Artificial intelligence, particularly knowledge representation and distributed
planning and scheduling, in the domains of manufacturing automation and
the discourse structure of natural language; hypermedia technology and
its application to information management; tools for structured thinking
and group work.
Employment History
1999-Present Chief Scientist, Altarum Institute (formerly called ERIM). Formulation
and coordination of Altarum's overall
technical strategy. Senior technical direction of marketing initiatives and projects
in my own technical domain.
1990-1999 Scientific Fellow, ITI (effective 8/1/1998, ERIM).
Senior technical direction of marketing initiatives and projects in my
own technical domain. Developed and executed a strategy for coherent identification,
development, and marketing of ITI tools. Together with three other senior
technical staff, responsible for marketing to the research community.
1990-1992 Manager, Technology Acquisition and Deployment, ITI.
Line manager for the leaders of six domain-oriented technical groups encompassing
the entire technical staff of the Institute. Responsible for formulation
and execution of the Institute's technology acquisition strategy and for
deployment of technologies and technical staff across projects.
1988-1990 Manager, Computer and Information Sciences Center,
ITI. Responsible for technology acquisition in all areas of computer and
information sciences, and for deploying technology and technical staff
across projects in a matrix-managed organization. Initiated and directed
research activities in distributed AI, hypermedia, and applications of
chaos theory to distributed systems.
1984-1988 Manager of Distributed Factory Software Group, Communications
and Distributed Systems Laboratory, Industrial Technology Institute, Ann
Arbor, MI (ITI). Founded and recruited the group, which was the focal point
of AI expertise at ITI; marketed its technologies to programs and projects
throughout the Institute; helped other groups plan how to benefit from
AI and distributed computing technologies. Monitored academic activity
in AI, identified relevant developments, and promoted their transition
into ITI. Directed research in applied artificial intelligence for manufacturing
control. Originated technologies such as the fractal actor architecture
for negotiated distributed control, symmetric closed knowledge representation
systems, and a neural net model for material handling and factory scheduling.
Participated in standards definition for factory models and data management.
1982-1984 Computer Scientist, Comshare, Inc., Ann Arbor, MI.
Designed distributed decision support architectures; developed environments
for data flow and object oriented programming; conceived, designed, and
implemented a hypermedia front-end to integrate different information resources.
1979-1982 Assistant Professor, Department of Near Eastern Studies;
and Postdoctoral Scholar, Michigan Society of Fellows, University of Michigan.
Directed the Michigan Project for Computer-Assisted Biblical Studies, a
text archive and consulting service at the University of Michigan. Conducted
research on knowledge representation of natural language texts, and discourse
and semantic analysis of dead languages.
1978-1979 Associate Investigator, Research Project on "Computer
Methods for Studying Structure in Biblical Hebrew," Divinity School, Harvard
University. Conducted research on computerized display of the discourse
structure of natural language.
Education
| PhD |
Nov. 78 |
Near Eastern Languages and Civilizations |
Harvard University |
| MS |
Aug. 82 |
Computer and Communication Sciences |
University of Michigan |
| AM |
June 78 |
Near Eastern Languages and Civilizations |
Harvard University |
| MA |
Nov. 78 |
Palestinian Archaeology and Geography |
Institute of Holy Land Studies (Jerusalem) |
| ThM |
May 73 |
Old Testament |
Dallas Theological Seminary |
| AB |
June 69 |
Physics |
Princeton University |
Professional Activities
Affiliations
Director, International Foundation for Multi-Agent Systems, 1999-2004
Member: Association for Computing Machinery, American Association for Artificial
Intelligence.
Editorial Boards
ACM Transactions on Autonomous and Adaptive Systems (new journal)
Autonomous Agents and Multi-Agent Systems (since 1999).
Journal of Intelligent Manufacturing (since 1989).
International Journal of Computer Integrated Manufacturing (since
1989).
AI EDAM (Artificial Intelligence for Engineering Design, Analysis
and Manufacturing) (since 1988).
Organizing Committees
Workshop on Environments for Multi-Agent Systems (E4MAS, 2004, 2005)
Tutorial on Engineering Self-Organizing Agent Systems at AAMAS (2004, 2005)
Sponsorship Chair, AAMAS 2003
Quantum Applications Symposium, 2001
Workshop on Industrial Agents (WINA), 1998
DAI Workshop (1992)
Advisory Panel, International Conference on Applications of Artificial
Intelligence in Engineering, AIENG 89, Cambridge, UK, 1989; AIENG 90, Boston,
MA, 1990; AIENG 91, Oxford, UK,1991.
Arrangements Committee, Eleventh International Joint Conference on Artificial
Intelligence, August 1989.
Organizing Committee, Society for Machine Intelligence, 1987 (Detroit area industrially-oriented society)
Expert Systems Conference, Spring 1987 (Engineering Society of Detroit
and Society for Machine Intelligence).
Invited Talks
European Conference on Artificial Intelligence (ECAI) 2000
Second European Agent Systems Summer School (EASSS 2000, Saarbruecken, Germany)
Modelling Autonomous Agents in a Multi-Agent World (MAAMAW) 1989, 1999
International Conference on the Practical Application of Intelligent
Agents and Multi-Agent Systems (PAAM) 1999
International Workshop on Intelligent Manufacturing Systems (IMS) 1999
Program Committees (selected)
International Joint Conference on Autonomous Agents and Multi-Agent Systems
(member, Senior Program Committee, 2004 and 2005)
Workshop on Engineering Self-Organising Agent Systems (ESOA, 2004-2005)
International Conference on Multi-Agent Systems (ICMAS) (1995-2000)
Workshop on Agent-Based Software Engineering (ABSE)
International Conference on the Practical Application of Intelligent
Agents and Multi-Agent Systems (PAAM) (since 1996)
DAI Workshop (1990).
"Organizational Structures," AAAI SIGMan Workshop on Integrated Architectures
for Manufacturing, IJCAI '89.
International Conference on Artificial Intelligence and Expert Systems
in Manufacturing, West Berlin, 10-11 October 1989.
IEEE Conference on AI Applications, Spring 1989.
Reviewer Positions
National Science Foundation.
International Journal of Production Research
Software Experience and Practice
Computer Reviews
International Journal of Computer Integrated Manufacturing
Journal of Biblical Literature
Academic Honors
1979-1982 Postdoctoral Scholar, Michigan Society of Fellows, University
of Michigan.
1974-1975 Fellowship from Rotary, International, for study in Israel.
1973 Dallas: Jennie Solomon Prize in Old Testament; W.H. Griffith Thomas
Scholarship Award; degree With Highest Honor.
1972 Dallas: Jennie Solomon Prize in Old Testament.
1969 Princeton: Phi Beta Kappa; Sigma Xi; Shuichi Kusaka Memorial Prize
in Physics; degree Summa cum laude.
Computer Publications
For abstracts, see .
[1] H. V. D. Parunak. Quality-Controlled Proofreading of Machine-Readable Texts. Journal of the Association for Literary and Linguistic Computing, 2:51-54, 1981.
[2] H. V. D. Parunak. Prolegomena to Pictorial Concordances. Computers and the Humanities, 15:15-36, 1981.
[3] H. V. D. Parunak. Transitional Techniques in the Bible. Journal of Biblical Literature., 102:525-548, 1983.
[4] H. V. D. Parunak, B. W. Irish, J. Kindrick, and P. W. Lozo. Fractal Actors for Distributed Manufacturing Control. In Proceedings of Second IEEE Conference on AI Applications, IEEE, 1985.
[5] H. V. D. Parunak, J. F. White, P. W. Lozo, R. Judd, B. W. Irish, and J. Kindrick. An Architecture for Heuristic Factory Control. In Proceedings of American Control Conference, pages 548-558, 1986.
[6] H. V. D. Parunak. SYCKL: A Symmetric Closed Knowledge Language. DFSG 85-39, Industrial Technology Institute, Ann Arbor, MI, 1986. Available at http://www.altarum.net/~vparunak/syckl.pdf.
[7] H. V. D. Parunak, J. Kindrick, and B. Irish. Material Handling: A Conservative Domain for Neural Connectivity and Propagation. In Proceedings of Sixth National Conference on Artificial Intelligence, pages 307-311, American Association for Artificial Intelligence, 1987. Available at http://www.altarum.net/~vparunak/AAAI87.pdf.
[8] H. V. D. Parunak. Manufacturing Experience with the Contract Net. In M. N. Huhns, Editor, Distributed Artificial Intelligence, pages 285-310. Pitman, London, 1987. Available at http://www.altarum.net/~vparunak/YAMS87.pdf.
[9] H. V. D. Parunak, J. Kindrick, and B. W. Irish. A Connectionist Model for Material Handling. Robotics & Computer-Integrated Manufacturing, 4(3/4):643-654, 1988. Available at http://www.altarum.net/~vparunak/RCIM88.pdf.
[10] H. V. D. Parunak and R. Judd. LLAMA: A layered logical architecture for material administration. International Journal of Computer Integrated Manufacturing, 1(4):222-233, 1988.
[11] H. V. D. Parunak. A Linguistic Approach to the Problem of Slot Semantics. In Proceedings of Eleventh Annual Conference of the Cognitive Science Society, pages 797-804, Lawrence Erlbaum Associates, 1989. Available at http://www.altarum.net/~vparunak/css89.pdf.
[12] H. V. D. Parunak. Hypermedia Topologies and User Navigation. In Proceedings of Hypertext'89, pages 43-50, 1989. Available at http://www.altarum.net/~vparunak/ht89.pdf.
[13] H. V. D. Parunak. Distributed AI and Manufacturing Control: Some Issues and Insights. In Y. Demazeau and J.-P. Müller, Editors, Decentralized AI, pages 81-104. North-Holland, 1990.
[14] H. V. D. Parunak and R. Judd. Sharpening the focus on intelligent control. International Journal of Computer Integrated Manufacturing, 3(1):1-5, 1990.
[15] H. V. D. Parunak. Characterizing the Manufacturing Scheduling Problem. Journal of Manufacturing Systems, 10(3):241-259, 1991. Available at http://www.altarum.net/~vparunak/JMS91.pdf.
[16] H. V. D. Parunak. Don't Link Me In: Set Based Hypermedia for Taxonomic Reasoning. In Proceedings of Hypertext'91: Third ACM Conference on Hypertext, pages 233-242, Association for Computing Machinery, 1991. Available at http://www.altarum.net/~vparunak/ht91.pdf.
[17] H. V. D. Parunak. Multi-Agent Technologies for Self-Organizing Manufacturing Systems. National Center for Manufacturing Sciences, Ann Arbor, MI, 1992.
[18] H. V. D. Parunak. Initial Prototype: NCMS CIO Project Classification Tool. National Center for Manufacturing Sciences, Ann Arbor, MI, 1992.
[19] H. V. D. Parunak. Dimensions of Discourse Structure: A Multidimensional Analysis of the Components and Transitions of Paul's Epistle to the Galatians. In D. A. Black, Editor, Linguistics and New Testament Interpretation: Essays on Discourse Analysis, pages 207-239. Broadman, Nashville, TN, 1992.
[20] H. V. D. Parunak. Hypercubes Grow on Trees (and Other Observations from the Land of Hypersets). In Proceedings of The Fifth ACM Conference on Hypertext, pages 73-81, ACM, 1993. Available at http://www.altarum.net/~vparunak/ht93.pdf.
[21] H. V. D. Parunak and W. F. Fulkerson. GA's and Production Scheduling. Genetic Algorithms Digest, 8(8 (March 31)), 1994. Available at http://www.aic.nrl.navy.mil/galist/digests/v8n8.
[22] H. V. D. Parunak. Case Grammar: A Linguistic Tool for Engineering Agent-Based Systems. Industrial Technology Institute, Ann Arbor, 1995. Available at http://www.altarum.net/~van/casegram.pdf.
[23] H. V. D. Parunak. The Heartbeat of the Factory. ERIM, Ann Arbor, 1995. Available at http://www.altarum.net/~vparunak/heartbt.pdf.
[24] H. V. D. Parunak and S. Benson. Information and Control Systems: Best Agile Practice Reference Base. In Proceedings of Creating the Agile Organization, pages 387-425, Agility Forum, 1995.
[25] H. V. D. Parunak. RAPPID (Responsible Agents for Product-Process Design). 1996. Web Page, http://www.altarum.net/cec/rappid.
[26] H. V. D. Parunak. Applications of Distributed Artificial Intelligence in Industry. In G. M. P. O’Hare and N. R. Jennings, Editors, Foundations of Distributed Artificial Intelligence, John Wiley, New York, 1996.
[27] H. V. D. Parunak. Supply and Demand Diagrams from Set-Based Bids. Industrial Technology Institute, Ann Arbor, 1996.
[28] H. V. D. Parunak. An Overview of RAPPID Protocols. Industrial Technology Institute, Ann Arbor, 1996.
[29] H. V. D. Parunak. Workshop Report: Implementing Manufacturing Agents. Industrial Technology Institute, 1996. Available at http://www.altarum.net/~vparunak/paamncms.pdf.
[30] H. V. D. Parunak. Visualizing Agent Conversations: Using Enhanced Dooley Graphs for Agent Design and Analysis. In Proceedings of Second International Conference on Multi-Agent Systems (ICMAS’96), pages 275-282, 1996.
[31] H. V. D. Parunak, A. C. Ward, M. Fleischer, J. Sauter, and T.-C. Chang. Distributed Component-Centered Design as Agent-Based Distributed Constraint Optimization. In Proceedings of AAAI Workshop on Constraints and Agents, pages 93-99, American Association for Artificial Intelligence, 1997.
[32] H. V. D. Parunak, A. C. Ward, M. Fleischer, and J. Sauter. A Marketplace of Design Agents for Distributed Concurrent Set-Based Design. In Proceedings of ISPE/CE97: Fourth ISPE International Conference on Concurrent Engineering: Research and Applications, 1997.
[33] A. D. Baker, H. V. D. Parunak, and K. Erol. Manufacturing over the Internet and into Your Living Room: Perspectives from the AARIA Project. Department of Electrical & Computer Engineering and Computer Science, University of Cincinnati, Cincinnati, OH, 1997. Available at http://www.aaria.uc.edu/cybermfg.ps.
[34] R. Manuca, H. V. D. Parunak, and R. Savit. Getting the Big Picture: A Nonlinear Data-Analytic Approach to Factory Monitoring and Control. Industrial Technology Institute, Ann Arbor, MI, 1997.
[35] H. V. D. Parunak, A. D. Baker, and S. J. Clark. The AARIA Agent Architecture: An Example of Requirements-Driven Agent-Based System Design. In Proceedings of First International Conference on Autonomous Agents (ICAA-97), 1997.
[36] H. V. D. Parunak. Dynamic Analysis of Supply Chains (DASCh). 1997. Web Page, http://www.altarum.net/cec/projects/dasch.htm.
[37] H. V. D. Parunak. RAPPID Project Index Page. 1997. Web Page, http://www.altarum.net/cec/rappid/.
[38] H. V. D. Parunak. ’Go to the Ant’: Engineering Principles from Natural Agent Systems. Annals of Operations Research, 75:69-101, 1997. Available at http://www.altarum.net/~vparunak/gotoant.pdf.
[39] H. V. D. Parunak and R. S. VanderBok. Managing Emergent Behavior in Distributed Control Systems. In Proceedings of ISA Tech '97, Instrument Society of America, 1997.
[40] H. V. D. Parunak. An emergent approach to systems of physical agents. Journal of Experimental and Theoretical Artificial Intelligence, 9:211-213, 1997.
[41] H. V. D. Parunak. Agent-Based Behavioral Emulation vs. Numerical Simulation: A Users' Guide. In Proceedings of ICMAS '98 Workshop on Multi-Agent Systems and Agent-Based Simulation, University Pierre et Marie Curie, 1998.
[42] H. V. D. Parunak, A. C. Ward, and J. A. Sauter. A Systematic Market Approach to Distributed Constraint Problems. In Proceedings of International Conference on Multi-Agent Systems (ICMAS'98), pages 455-456, American Association for Artificial Intelligence, 1998. Available at http://www.altarum.net/cec/rappid/icmas98.pdf.
[43] H. V. D. Parunak, J. Sauter, and S. J. Clark. Toward the Specification and Design of Industrial Synthetic Ecosystems. In M. P. Singh, A. Rao, and M. J. Wooldridge, Editors, Intelligent Agents IV: Agent Theories, Architectures, and Languages, Lecture Notes in Artificial Intelligence 1365, pages 45-59. Springer, Berlin, 1998. Available at http://www.altarum.net/~van/agentDesignMethod.pdf.
[44] H. V. D. Parunak and R. S. VanderBok. Modeling the Extended Supply Network. In Proceedings of ISA Expo '98, Instrument Society of America, 1998. Available at http://www.altarum.net/~van/isa98.pdf.
[45] H. V. D. Parunak, A. D. Baker, and S. J. Clark. The AARIA Agent Architecture: From Manufacturing Requirements to Agent-Based System Design. In Proceedings of Workshop on Agent-Based Manufacturing, pages 136-145, 1998. Available at http://www.altarum.net/~vparunak/icaa98.pdf.
[46] H. V. D. Parunak. What can Agents do in Industry, and Why? An Overview of Industrially-Oriented R&D at CEC. In M. Klusch and G. Weiss, Editors, Cooperative Information Agents II, vol. 1435, Lecture Notes in Artificial Intelligence, pages 1-18. Springer, Berlin, 1998. Available at http://www.altarum.net/~van/cia98.pdf.
[47] H. V. D. Parunak, R. Savit, and R. L. Riolo. Agent-Based Modeling vs. Equation-Based Modeling: A Case Study and Users' Guide. In Proceedings of Multi-agent systems and Agent-based Simulation (MABS'98), pages 10-25, Springer, 1998. Available at http://www.altarum.net/~vparunak/mabs98.pdf.
[48] H. V. D. Parunak. Dynamical Analysis of Supply Chains Project. 1998. Web Page, http://www.altarum.net/cec/projects/dasch.htm.
[49] H. V. D. Parunak. The DASCh Experience: How to Model a Supply Chain. In Proceedings of Second International Conference on Complex Systems, 1998. Available at http://www.altarum.net/~vparunak/iccs98.pdf.
[50] H. V. D. Parunak, B. Baker, D. Chauhan, M. J. Davis, Jr., M. H. Noschang, J. Sauter, and E. M.Sudia. SFA Technical Handbook, Volume I: Multi-Agent Technologies for Manufacturing Systems. National Center for Manufacturing Sciences, Ann Arbor, MI, 1998.
[51] H. V. D. Parunak and J. Sauter. SFA Technical Handbook, Volume II: The Specification and Design of Multi-Agent Systems. National Center for Manufacturing Sciences, Ann Arbor, MI, 1998.
[52] H. V. D. Parunak, A. C. Ward, and J. A. Sauter. The MarCon Algorithm: A Systematic Market Approach to Distributed Constraint Problems. AI-EDAM: Artificial Intelligence for Engineering Design, Analysis and Manufacturing, 13(3):217-234, 1999. Available at http://www.altarum.net/cec/rappid/aiedam98.pdf.
[53] H. V. D. Parunak, A. C. Ward, M. Fleischer, and J. A. Sauter. The RAPPID Project: Symbiosis between Industrial Requirements and MAS Research. Autonomous Agents and Multi-Agent Systems, 2:2 (June):111-140, 1999. Available at http://www.altarum.net/~vparunak/RAPPID99JAAMAS.pdf.
[54] H. V. D. Parunak. Industrial and Practical Applications of DAI. In G. Weiss, Editor, Multiagent Systems: A Modern Approach to Distributed Artificial Intelligence, pages 337-421. MIT Press, Cambridge, MA, 1999.
[55] J. A. Sauter and H. V. D. Parunak. ANTS in the Supply Chain. In Proceedings of Workshop on Agent-Based Decision-Support for Managing the Internet-Enabled Supply-Chain, Agents'99, pages 81-88, 1999. Available at http://www.altarum.net/~vparunak/Agents99.pdf.
[56] H. V. D. Parunak. From Chaos to Commerce: Practical Issues and Research Opportunities in the Nonlinear Dynamics of Decentralized Manufacturing Systems. In Proceedings of Second International Workshop on Intelligent Manufacturing Systems, pages k15-k25, K.U.Leuven, 1999. Available at http://www.altarum.net/~vparunak/ims99.pdf.
[57] H. V. D. Parunak, R. Savit, R. Riolo, and S. J. Clark. Dynamical Analysis of Supply Chains. ERIM CEC, Ann Arbor,MI, 1999. Available at www.altarum.net/~vparunak/dasch99.pdf.
[58] H. V. D. Parunak and S. Brueckner. Synthetic Pheromones for Distributed Motion Control. In Proceedings of DARPA-JFACC Technical Symposium on Advances in Enterprise Control, DARPA, 1999.
[59] H. V. D. Parunak and J. Odell. Engineering Artifacts for Multi-Agent Systems. 1999. Web Page, www.altarum.net/~vparunak/Presentations/MAAMAW99.pdf.
[60] S. J. Clark and H. V. D. Parunak. Density-Based Emergent Scheduling System. USA Patent # 5,953,229, Environmental Research Institute of Michigan, 1999. Available at http://patft.uspto.gov/netacgi/nph-Parser?Sect1=PTO1&Sect2=HITOFF&d=PALL&p=1&u=/netahtml/srchnum.htm&r=1&f=G&l=50&s1='5,953,229'.WKU.&OS=PN/5,953,229&RS=PN/5,953,229.
[61] A. D. Baker, H. V. D. Parunak, and K. Erol. Agents and the Internet: Infrastructure for Mass Customization. IEEE Internet Computing, 3(5 (September-October)):62-69, 1999.
[62] H. V. D. Parunak, J. Sauter, J. Goic, J. Schneider, and S. Merchawi. Temporal Pheromones for Agent-Based Scheduling. ERIM Center for Electronic Commerce, Ann Arbor, MI, 1999. Available at www.altarum.net/~vparunak/DESK99.pdf.
[63] H. V. D. Parunak. Blue-Collar Agents: Experiences and Issues in the Development and Deployment of Industrial Agent-Based Systems. In Proceedings of The Fourth International Conference on the Practical Application of Intelligent Agents and Multi-Agent Technology (PAAM99), pages 3-9, The Practical Application Company, 1999.
[64] H. V. D. Parunak. Characterizing Multi-Agent Negotiation. vol. 2001, H. Van Dyke Parunak, 1999. Available at http://www.altarum.net/~vparunak/IWMAS98_Characterize.pdf.
[65] H. V. D. Parunak and L. Barto. Agent-based Models and Manufacturing Processes. In Proceedings of Embracing Complexity: The 1999 Colloquium on the Application of Complex Adaptive Systems to Business, pages 109-118, Ernst & Young Center for Business Innovation, 1999.
[66] H. V. D. Parunak and S. Brueckner. Ant-Like Missionaries and Cannibals: Synthetic Pheromones for Distributed Motion Control. In Proceedings of Fourth International Conference on Autonomous Agents (Agents 2000), pages 467-474, 2000. Available at http://www.altarum.net/~vparunak/MissCann.pdf.
[67] H. V. D. Parunak. Adaptive control of Distributed Agents through Pheromone Techniques and Interactive Visualization. In H. V. D. Parunak, J. Sauter, and R. S. Matthews, editors, ERIM CEC, 2000. Available at www.altarum.net/cec/projects/adaptiv/.
[68] H. V. D. Parunak. Agents Overcoming Resource-Independent Scaling Threats (AORIST Project). 2000. Web Page, www.altarum.net/cec/projects/aorist/.
[69] H. V. Parunak, S. Brueckner, J. Sauter, and R. Matthews. Distinguishing Environmental and Agent Dynamics: A Case Study in Abstraction and Alternative Modeling Technologies. In A. Omicini, R. Tolksdorf, and F. Zambonelli, Editors, Engineering Societies in the Agents' World (ESAW'00), vol. LNAI 1972, Lecture Notes in Artificial Intelligence, pages 19-33. Springer, Berlin, 2000. Available at http://www.altarum.net/~vparunak/esaw00.pdf.
[70] H. V. D. Parunak. The Process-Interface-Topology Model: Overlooked Issues in Modeling Social Systems. In Proceedings of Modelling Artificial Societies and Hybrid Organizations (MASHO 2000), 2000.
[71] J. Odell, H. V. D. Parunak, and B. Bauer. Representing Agent Interaction Protocols in UML. In Proceedings of Agent-Oriented Software Engineering, pages 121-140, Springer, 2000. Available at http://www.jamesodell.com/Rep_Agent_Protocols.pdf.
[72] J. Odell, H. V. D. Parunak, and B. Bauer. Extending UML for Agents. In Proceedings of Agent-Oriented Information Systems Workshop, pages 3-17, 2000.
[73] H. V. D. Parunak. A Practitioners' Review of Industrial Agent Applications. Autonomous Agents and Multi-Agent Systems, 3(4 (December)):389-407, 2000. Available at http://www.altarum.net/~vparunak/WINA98_Report.pdf.
[74] H. V. D. Parunak. Agents in Overalls: Experiences and Issues in the Development and Deployment of Industrial Agent-Based Systems. International Journal of Cooperative Information Systems, 9(3):209-227, 2000. Available at www.altarum.net/~vparunak/PAAM99Keynote.pdf.
[75] H. V. Parunak, S. Brueckner, J. Sauter, and R. Matthews. Distinguishing Controller and Plant Dynamics in Enterprise Modeling. In Proceedings of Symposium on Advanced Enterprise Control, 2000.
[76] S. Brueckner and H. V. D. Parunak. Multiple Pheromones for Improved Guidance. In Proceedings of Symposium on Advanced Enterprise Control, 2000.
[77] S. Brueckner and H. V. D. Parunak. Multiple Pheromones for Improved Guidance. In Proceedings of Symposium on Advances in Enterprise Control, DARPA, 2000. Available at http://www.altarum.net/~vparunak/AEC2000_MultiPheromone_Guidance.pdf.
[78] H. V. D. Parunak, S. Brueckner, J. Sauter, and R. S. Matthews. Distinguishing Control and Plant Dynamics in Enterprise Modeling. In Proceedings of Symposium on Advances in Enterprise Control, DARPA, 2000. Available at http://www.altarum.net/~vparunak/AEC2000_ControlAndPlantDynamics.pdf.
[79] H. V. D. Parunak and S. Brueckner. Entropy and Self-Organization in Multi-Agent Systems. In Proceedings of The Fifth International Conference on Autonomous Agents (Agents 2001), pages 124-130, ACM, 2001. Available at www.altarum.net/~vparunak/agents01ent.pdf.
[80] H. V. D. Parunak and J. Odell. Representing Social Structures in UML. In Proceedings of Fifth International Conference on Autonomous Agents, pages 100-101, 2001. Available at www.altarum.net/~vparunak/agents01uml.pdf.
[81] H. V. Parunak, S. Brueckner, J. Sauter, and R. Matthews. Little Foxes: Unanticipated Influences in Agent-Based Modeling. In Proceedings of International Conference on Autonomous Agents (Agents 2001), pages (submitted), 2001.
[82] H. V. D. Parunak, A. D. Baker, and S. J. Clark. The AARIA Agent Architecture: From Manufacturing Requirements to Agent-Based System Design. Integrated Computer-Aided Engineering, 8(1):45-58, 2001. Available at http://www.altarum.net/~vparunak/icaa98.pdf.
[83] H. V. D. Parunak, S. A. Brueckner, J. Sauter, and J. Posdamer. Mechanisms and Military Applications for Synthetic Pheromones. In Proceedings of Workshop on Autonomy Oriented Computation, 2001. Available at http://www.altarum.net/~vparunak/aoc2001.pdf.
[84] J. Sauter, H. V. D. Parunak, S. A. Brueckner, and R. Matthews. Tuning Synthetic Pheromones With Evolutionary Computing. In Proceedings of Genetic and Evolutionary Computation Conference Workshop Program, 2001, pages 321-324, 2001. Available at http://www.altarum.net/~vparunak/ECOMAS2001.pdf.
[85] H. V. D. Parunak and J. Odell. Representing Social Structures in UML for Agent-Oriented Software Engineering. In Proceedings of Workshop on Agent-Oriented Software Engineering, pages 1-16, 2001. Available at www.altarum.net/~vparunak/AOSE2001.pdf.
[86] H. V. D. Parunak, R. Savit, S. A. Brueckner, and J. Sauter. Experiments in Indirect Negotiation. In Proceedings of The AAAI Fall 2001 Symposium on Negotiation Methods for Autonomous Cooperative Systems, 2001. Available at http://www.altarum.net/~vparunak/AAAIFall2001.pdf.
[87] H. V. D. Parunak, R. Savit, S. A. Brueckner, and J. Sauter. A Technical Overview of the AORIST Project. ERIM, Ann Arbor, MI, 2001. Available at http://www.altarum.net/cec/projects/aorist/AORIST_Snapshot_0104.pdf.
[88] S. Brueckner and H. V. D. Parunak. Analysis and Design of Self-Organizing Systems of Fine-Grained Agents. Altarum, Ann Arbor, MI, 2001.
[89] J. A. Sauter, R. Matthews, H. V. D. Parunak, and S. Brueckner. Evolving Adaptive Pheromone Path Planning Mechanisms. In Proceedings of Autonomous Agents and Multi-Agent Systems (AAMAS02), pages 434-440, 2002. Available at www.altarum.net/~vparunak/AAMAS02Evolution.pdf.
[90] H. V. D. Parunak, S. Brueckner, J. Sauter, and R. Savit. Effort Profiles in Multi-Agent Resource Allocation. In Proceedings of Autonomous Agents and Multi-Agent Systems (AAMAS02), pages 248-255, 2002. Available at www.altarum.net/~vparunak/AAMAS02Effort.pdf.
[91] H. V. D. Parunak and J. Odell. Representing Social Structures in UML. In M. Wooldridge, G. Weiss, and P. Ciancarini, Editors, Agent-Oriented Software Engineering II,, vol. LNCS 2222, Lecture Notes on Computer Science, pages 1-16. Springer, Berlin, 2002. Available at http://www.altarum.net/~vparunak/AOSE2001.pdf.
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[96] S. A. Brueckner and H. V. D. Parunak. Swarming Agents for Distributed Pattern Detection and Classification. In Proceedings of Workshop on Ubiquitous Computing, AAMAS 2002, 2002. Available at http://www.altarum.net/~vparunak/PatternDetection01.pdf.
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[98] S. Brueckner and H. V. D. Parunak. Decentralized Detection, Location, and Tracking with Distributed Sensors. USA Patent # (provisional), 2002.
[99] H. V. D. Parunak, S. Brueckner, M. Fleischer, and J. Odell. Co-X: Defining what Agents Do Together. In Proceedings of Workshop on Teamwork and Coalition Formation, AAMAS 2002, 2002. Available at www.altarum.net/~vparunak/cox.pdf.
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[101] R. Savit, S. A. Brueckner, H. V. D. Parunak, and J. Sauter. General Structure of Resource Allocation Games. Altarum, Ann Arbor, MI, 2002. Available at www.altarum.net/~vparunak/RAGpaper.pdf.
[102] H. V. D. Parunak. ICE (Imputing Cognition Externally). Altarum Institute, Ann Arbor, MI, 2002. Available at http://www.altarum.net/~vparunak/ICE_02.pdf.
[103] H. V. D. Parunak. APECS: Autocatalytic Potential for Emergent Cognition in Swarms. Altarum Institute, Ann Arbor, MI, 2002. Available at http://www.altarum.net/~vparunak/APECS_02.pdf.
[104] S. A. Brueckner and H. V. D. Parunak. Why Would We Want to Impute Agent Cognition? In Proceedings of AAAI Fall Symposium on Intent Inference for Users, Teams, and Adversaries, AAAI, 2002.
[105] H. V. D. Parunak, S. Brueckner, and J. Sauter. ERIM's Approach to Fine-Grained Agents. In Proceedings of First International Workshop on Radical Agent Concepts (WRAC 2002), 2002. Available at http://www.altarum.net/~vparunak/WRAC2001.pdf.
[106] S. Brueckner and H. V. D. Parunak. Resource-Aware Exploration of Emergent Dynamics of Simulated Systems. In Proceedings of Autonomous Agents and Multi-Agent Systems (AAMAS 2003), pages 781-788, 2003. Available at http://www.altarum.net/~vparunak/AAMAS03APSE.pdf.
[107] S. Brueckner and H. V. D. Parunak. Information-Driven Phase Changes in Multi-Agent Coordination. In Proceedings of Autonomous Agents and Multi-Agent Systems (AAMAS 2003), pages 950-951, 2003. Available at http://www.altarum.net/~vparunak/AAMAS03InfoPhaseChange.pdf.
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[111] H. V. D. Parunak. Making Swarming Happen. In Proceedings of Swarming and Network-Enabled C4ISR, ASD C3I, 2003. Available at http://www.altarum.net/~vparunak/MSH03.pdf.
[112] J. J. Odell, H. V. D. Parunak, S. Brueckner, and J. Sauter. Temporal Aspects of Dynamic Role Assignment. In Proceedings of Workshop on Agent-Oriented Software Engineering (AOSE03) at AAMAS03, pages 201-213, Springer, 2003. Available at http://www.altarum.net/~vparunak/TemporalAspects03.pdf.
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[115] H. V. D. Parunak and S. Brueckner. Swarming Coordination of Multiple UAV's for Collaborative Sensing. In Proceedings of Second AIAA "Unmanned Unlimited" Systems, Technologies, and Operations Conference, AIAA, 2003. Available at http://www.altarum.net/~vparunak/AIAA03.pdf.
[116] J. Odell, H. V. D. Parunak, and M. Fleischer. The Role of Roles in Designing Effective Agent Organizations. In A. F. Garcia and et al., Editors, Software Engineering for Large-Scale Multi-Agent Systems, Springer-Verlag, Berlin, 2003. Available at http://www.jamesodell.com/Role_of_roles.pdf.
[117] F. Zambonelli and H. V. D. Parunak. From Design to Intention: Signs of a Revolution. In P. Petta, R. Tolksdorf, and F. Zambonelli, Editors, Engineering Societies in the Agents World III, vol. LNAI 2577, pages 13-29. Springer, 2003. Available at www.altarum.net/~vparunak/AAMAS02SWE.pdf.
[118] H. V. D. Parunak. MarCon Patent. Patent # 6,000,826, 2003.
[119] H. V. D. Parunak. Windows Software for Bible Study. Journal of the Evangelical Theological Society, 46(3 (September)):485-495, 2003.
[120] H. V. D. Parunak, P. Weinstein, S. Brueckner, and J. Sauter. Hybrid Stigmergy for Information Extraction. In Proceedings of Mathematics and Algorithms of Social Insects (MASI03), 2003.
[121] S. Brueckner and H. V. D. Parunak. Self-Organizing MANET Management. In Proceedings of Workshop on Engineering Self-Organising Agents (AAMAS 2003), pages 20-35, Springer, 2003.
[122] H. V. D. Parunak and J. Sauter. Computerized System for Market-Based Constraint Optimization. USA Patent # 6,536,935, Altarum Institute, 2003. Available at http://patft.uspto.gov/netacgi/nph-Parser?Sect1=PTO2&Sect2=HITOFF&p=1&u=/netahtml/search-bool.html&r=2&f=G&l=50&co1=AND&d=ptxt&s1=parunak.INZZ.&OS=IN/parunak&RS=IN/parunak.
[123] A. Bugacov, S. Fitzpatrick, G. Karsai, V. Lesser, H. V. D. Parunak, V. Raghavan, B. Selman, and P. Szekely. Autonomous Negotiating Teams Program eBook. vol. 2004, 2003. Available at http://www.isi.edu/~szekely/antsebook/ebook/.
[124] H. V. D. Parunak and S. A. Brueckner. Engineering Swarming Systems. In F. Bergenti, M.-P. Gleizes, and F. Zambonelli, Editors, Methodologies and Software Engineering for Agent Systems, pages 341-376. Kluwer, 2004. Available at http://www.altarum.net/~vparunak/MSEAS03.pdf.
[125] P. Weinstein, H. V. D. Parunak, P. Chiusano, and S. Brueckner. Agents Swarming in Semantic Spaces to Corroborate Hypotheses. In Proceedings of AAMAS 2004, pages 1488-1489, 2004. Available at http://www.altarum.net/~vparunak/AAMAS04AntCAFE.pdf.
[126] H. V. D. Parunak, S. Brueckner, and R. Savit. Universality in Multi-Agent Systems. In Proceedings of Third International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS 2004), pages 930-937, IEEE, 2004. Available at http://www.altarum.net/~vparunak/AAMAS04Universality.pdf.
[127] H. V. D. Parunak, S. A. Brueckner, and J. Odell. Swarming Pattern Detection in Sensor and Robot Networks. In Proceedings of 10th International Conference on Robotics and Remote Systems for Hazardous Environments, American Nuclear Society (ANS), 2004. Available at http://www.altarum.net/~vparunak/ANS04.pdf.
[128] H. V. D. Parunak and S. A. Brueckner. Stigmergic Learning for Self-Organizing Mobile Ad-Hoc Networks (MANET’s). In Proceedings of Third International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS'04), pages 1324-1325, 2004. Available at http://www.altarum.net/~vparunak/AAMAS04MANET.pdf.
[129] H. V. D. Parunak and A. Kott. Highly Decentralized Intelligence and C2. In A. Kott, Editor, Advanced Technology Concepts for Command and Control, pages 151-182. XLibris, Philadelphia, PA, 2004.
[130] H. V. D. Parunak and S. A. Brueckner. Stigmergic Learning for Self-Organizing Mobile Ad-Hoc Networks (MANET’s). Altarum Institute, Ann Arbor, MI, 2004. Available at http://www.altarum.net/~vparunak/AAMAS04MANET.pdf.
[131] L. D. Barto, Y. Li, S. C. Nettles, and H. V. D. Parunak. Method and apparatus for evaluating bids for scheduling a resource. USA Patent # 6,801,819, AMD, 2004.
[132] L. D. Barto, Y. Li, S. C. Nettles, and H. V. D. Parunak. Method and apparatus for scheduling workpieces with compatible processing requirements. USA Patent # 6,782,302, AMD, 2004.
[133] H. V. D. Parunak and S. A. Brueckner. Dynamic Imputation of Agent Cognition. In M. Nickles, M. Rovatsos, and G. Weiss, Editors, Agents and Computational Autonomy: Potential, Risks, and Solutions, vol. LNAI 2969, pages 209-226. Springer, Heidelberg, Germany, 2004.
[134] S. Brueckner and H. V. D. Parunak. Swarming Distributed Pattern Detection and Classification. In Proceedings of Workshop on Environments for Multi-Agent Systems (E4MAS 2004), pages (forthcoming), Springer, 2004. Available at http://www.altarum.net/~vparunak/E4MAS04_PatternDetection.pdf.
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[139] S. A. Brueckner and H. V. D. Parunak. Swarming Distributed Pattern Detection and Classification. In Proceedings of Workshop on Environments for Multi-Agent Systems (E4MAS 2004), Springer, 2004.
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[141] H. V. D. Parunak. Swarming for Military Operations. Ann Arbor, MI, Altarum Institute, 2004. Available at http://www.altarum.net/~vparunak/Swarming.zip.
[142] H. V. D. Parunak, S. A. Brueckner, R. Matthews, and J. Sauter. Pheromone Learning for Self-Organizing Agents. IEEE SMC, (forthcoming), 2005.
[143] H. V. D. Parunak, S. A. Brueckner, J. A. Sauter, and R. Matthews. Global Convergence of Local Agent Behaviors. In Proceedings of Fourth International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS05), pages (under review), 2005. Available at http://www.altarum.net/~vparunak/AAMAS05Converge.pdf.
[144] J. A. Sauter, R. Matthews, H. V. D. Parunak, and S. A. Brueckner. Performance of Digital Pheromones for Swarming Vehicle Control. In Proceedings of Fourth International Joint Conference on Autonomous Agents and Multi-Agent Systems, pages (submitted), 2005. Available at http://www.altarum.org/~vparunak/AAMAS05SwarmingDemo.pdf.