Nothing Special   »   [go: up one dir, main page]

skip to main content
article
Free access

Industrial applications of distributed AI

Published: 01 November 1995 Publication History

Abstract

Most work done in distributed artificial intelligence (DAI) had targeted sensory networks, including air traffic control, urban traffic control, and robotic systems. The main reason is that these applications necessitate distributed interpretation and distributed planning by means of intelligent sensors. Planning includes not only the activities to be undertaken, but also the use of material and cognitive resources to accomplish interpretation tasks and planning tasks. These application areas are also characterized by a natural distribution of sensors and receivers in space. In other words, the sensory data-interpretation tasks and action planning are inter-dependent in time and space. For example, in air traffic control, a plan for guiding an aircraft must be coordinated with the plans of other nearby aircraft to avoid collisions.

References

[1]
Bomarius, F. A. Multiagent approach towards modeling urban traffic scenarios. Tech. Rep. RR-92-47, DFKI-GmbH, Germany, 1992.
[2]
Bond, A.H. The cooperation of experts in engineering design. In Distributed Artificial Intelligence, Vol. 2. L. Gasser and M.N. Huhns, Eds. Morgan Kaufmann, Los Mtos, Calif., 1989, 463-484.
[3]
Bond, A.H., and Gasser, L., Eds. Readings in Distributed Artificial Intelligence. Morgan Kaufmann, Los Mtos, Calif., 1988.
[4]
Chaib-draa, B. Coordination between agents in routine, familiar and unfamiliar situations. Rapport de recherche DIUL-RR- 9401 du d6partement d'informatique, Univ. Laval, Sainte-Foy, PO~ Canada, 1994.
[5]
Cockburn, D. Cooperating intelligent systems for electricity distribution. In Proceedings of Expert Systems 1992, Cambridge, UK, 1992.
[6]
Cutkosky, M.R., Engelmore, R.S., Fikes, R.E., Genesereth, M.R., Gruber, T.R., Mark, W.S., Tenenbaum, J.M., and Weber, J.C. PACT: An experiment in integrating concurrent engineering systems. IEEE Comput. 26, 1 (1993), 28-37.
[7]
Durfee, E., and Rosenschein, J.S. Distributed problem solving and multi-agent systems: Comparisons and examples. In Proceedings of the 13th International DAI Worhshop, (Seattle, Wash.), 1994.
[8]
Jennings, N.R. Cooperation in Industrial Multi-Agent Systems. World Scientific Series in Computer Science, Vol. 43. 1994.
[9]
Lesser, V.R., Pavlin, J., and Durfee, E. Approximate processing in real-time problem solving. AI Magazine 9, 1 (1988), 81-96.
[10]
Malone, T.W., and Crowston, K. The interdisciplinary study of coordination. ACM Comput. Surv. 26, 1, (1994), 87-120.
[11]
Martial, F.V. Coordinating Plans of Autonomous Agents. Lecture Notes in AL Springer-Verlag, Berlin, 1991.
[12]
Object Management Group. The Common Object Request Broker: Architecture and specification. OMG Document 391.12.1, Framingham, Mass., 1991.
[13]
Parunak, H.V.D. Manufacturing experience with the contractnet. In Distributed Artificial Intelligence, Vol. 2. L. Gasser and M.N. Huhns, Eds. Morgan Kaufmann, Los Altos, Calif., 1989, 285-310.
[14]
Singh, M.P., and Huhns, M. N. Automating workflows for service order processing. IEEE Expert 9, 5 (May 1994), 19-23.
[15]
Smith, D., and Broadwell, M. The pilot's association--An overview. In Proceedings of the SAE Aerotech Conference, Los Angeles, Calif., 1988.
[16]
Sugawara, T., and Murakami, K. A multiagent diagnostic system for internetwork problems. In Proceedings of the Internet Society -- INET 92 1992 International Networking Conference, Internet Society, Reston, Va., 1992, pp. 317-325.
[17]
Sycara, K.P., Roth, S.F., Sadeh, N., and Fox, M. Resource allocation in distributed factory scheduling. IEEE Expert 6, 1 (June 1991), 29-40.
[18]
Weihmayer, D. and Veltguijsen, H. Application of distributed AI and cooperative problem solving to telecommunications. In Proceedings of the 13th International DAI Workshop (Seattle, Wash., 1994).

Cited By

View all
  • (2021)AI-Based Maintenance Scheduling for Offshore Oil and Gas Platforms2021 Annual Reliability and Maintainability Symposium (RAMS)10.1109/RAMS48097.2021.9605794(1-6)Online publication date: 24-May-2021
  • (2020)Overmind: A Collaborative Decentralized Machine Learning FrameworkAdvances in Science, Technology and Engineering Systems Journal10.25046/aj0506345:6(280-289)Online publication date: 2020
  • (2017)A Survey of Self-Organization Mechanisms in Multiagent SystemsIEEE Transactions on Systems, Man, and Cybernetics: Systems10.1109/TSMC.2015.250435047:3(441-461)Online publication date: Mar-2017
  • Show More Cited By

Recommendations

Comments

Please enable JavaScript to view thecomments powered by Disqus.

Information & Contributors

Information

Published In

cover image Communications of the ACM
Communications of the ACM  Volume 38, Issue 11
Nov. 1995
102 pages
ISSN:0001-0782
EISSN:1557-7317
DOI:10.1145/219717
Issue’s Table of Contents
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 01 November 1995
Published in CACM Volume 38, Issue 11

Permissions

Request permissions for this article.

Check for updates

Qualifiers

  • Article

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • Downloads (Last 12 months)317
  • Downloads (Last 6 weeks)47
Reflects downloads up to 16 Nov 2024

Other Metrics

Citations

Cited By

View all
  • (2021)AI-Based Maintenance Scheduling for Offshore Oil and Gas Platforms2021 Annual Reliability and Maintainability Symposium (RAMS)10.1109/RAMS48097.2021.9605794(1-6)Online publication date: 24-May-2021
  • (2020)Overmind: A Collaborative Decentralized Machine Learning FrameworkAdvances in Science, Technology and Engineering Systems Journal10.25046/aj0506345:6(280-289)Online publication date: 2020
  • (2017)A Survey of Self-Organization Mechanisms in Multiagent SystemsIEEE Transactions on Systems, Man, and Cybernetics: Systems10.1109/TSMC.2015.250435047:3(441-461)Online publication date: Mar-2017
  • (2017)An agent-based Decision Support System for resources' scheduling in Emergency Supply ChainsControl Engineering Practice10.1016/j.conengprac.2016.11.01459(27-43)Online publication date: Feb-2017
  • (2015)Intelligent AgentsIETE Journal of Research10.1080/03772063.1996.1141591142:3(105-109)Online publication date: 26-Mar-2015
  • (2012)Trust model simulation for supply chain management2012 15th International Conference on Computer and Information Technology (ICCIT)10.1109/ICCITechn.2012.6509744(376-383)Online publication date: Dec-2012
  • (2011)Multiagent systems protectionAdvances in Software Engineering10.5555/1992516.20649242011(1-9)Online publication date: 1-Jan-2011
  • (2010)Agent-based Simulation and Simulation-based Optimisation for Supply Chain ManagementEnterprise Networks and Logistics for Agile Manufacturing10.1007/978-1-84996-244-5_11(227-247)Online publication date: 2010
  • (2009)Towards a cooperative model with variable scale2009 IEEE/ACS International Conference on Computer Systems and Applications10.1109/AICCSA.2009.5069424(829-836)Online publication date: May-2009
  • (2009)Protected Computing Approach: Towards the Mutual Protection of Agent Computing7th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS 2009)10.1007/978-3-642-00487-2_57(538-547)Online publication date: 2009
  • Show More Cited By

View Options

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

Login options

Full Access

Media

Figures

Other

Tables

Share

Share

Share this Publication link

Share on social media