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Journal Information-measuring and Control Systems №1 for 2015 г.
Article in number:
Intelligent technology for integrated expert systems construction
Authors:
G. V. Rybina - Dr. Sc. (Eng.), Professor, Department of Cybernetic, National Research Nuclear University "MEPhI" Y. M. Blokhin - Assistant, Department of Cybernetic, National Research Nuclear University "MEPhI" I. D. Danyakin - Post-graduate Student, Department of Cybernetic, National Research Nuclear University "MEPhI"
Abstract:
In this article features of the application of simulation modeling in the construction of dynamic integrated expert systemsare considered.Problems of integrating methods and simulation modeling tools with the technology of dynamic integrated expert systems developed on the basis of task-oriented methodology and AT- TECHNOLOGY workbench are investigated in the context of the modern stage of simulation modeling development. Moreover, main principles of the construction of a simulation modeling subsystem are considered,a structure of the basic components of the current version of the simulation modeling subsystem are described,a technology of constructing simulation models using the tools of the simulation modeling subsystem is described and an example of the construction of a simulation model by using the simulation modeling subsystem(dynamic version of the AT-TECHNOLOGY workbench) is given in the end.
Pages: 3-19
References

 

  1. Rybina G.V. Teorija i tekhnologija postroenija integrirovannykh ehkspertnykh sistem. Monografija. M.: Nauchtekhlitizdat. 2008.
  2. Rybina G.V. Prakticheskoe primenenie zadachno-orientirovannojj metodologii postroenija integrirovannykh ehkspertnykh sistem (obzor prilozhenijj v staticheskikh i dinamicheskikh problemnykh oblastjakh) // Pribory i sistemy. Upravlenie, kontrol, diagnostika. 2011. № 12. S. 10-28.
  3. Rybina G.V. Instrumentalnyjj kompleks AT-TEKHNOLOGIJA dlja podderzhki postroenija integrirovannykh ehkspertnykh sistem: obshhaja kharakteristika i perspektivy razvitija // Pribory i sistemy. Upravlenie, kontrol, diagnostika. 2011. № 11. C. 17-40.
  4. Rybina G.V. Modeli i metody realizacii intellektualnojj tekhnologii postroenija integrirovannykh ehkspertnykh sistem // Pribory i sistemy. Upravlenie, kontrol, diagnostika. 2011. № 10. S. 27-37.
  5. Rybina G.V., Blokhin JU.M., Ivashhenko M.G.Nekotorye aspekty intellektualnojj tekhnologii postroenija obuchajushhikh integrirovannykh ehkspertnykh sistem // Pribory i sistemy. Upravlenie, kontrol, diagnostika. 2013. №4. C. 27-36
  6. Rybina G.V., Ivashhenko M.G., Blokhin JU.M.Intellektualnaja tekhnologija postroenija integrirovannykh ehkspertnykh sistem // Iskusstvennyjj intellekt i prinjatie reshenijj. 2011. №3. S. 48-75.
  7. Rybina G.V., Ivashhenko M.G., CHurdalev E.V., Malcev I.JU. Intellektualnye programmnye sredy: sovremennoe sostojanie i perspektivy // Informacionno-izmeritelnye i upravljajushhie sistemy. 2011. № 10. S. 22-30.
  8. Osipov G.S. Metody iskusstvennogo intellekta. M.: Fizmatlit. 2011. 296 s.
  9. Nau D.S. Current trends in automated planning // AI Magazine. 2007. V. 28. № 4. P. 43-58.
  10. Helmert M.A. Planning heuristic based on causal graph analysis // In ICAPS. 2004. S. 161-170.
  11. Bryce D., Kambhampati S. A Tutorial on Planning Graph-Based Reachability Heuristics // AI Magazine. 28(1). 2007. S. 47-83.
  12. Richter S., Westphal.,Helmert. LAMA 2008 and 2011 // Short paper for the International Planning Competition. 2011.
  13. Benton J., Coles A. Temporal Planning with Preferences and Time-Dependent Continuous Costs // Proceedings of the Twenty-Second International Conference on Automated Planning and Scheduling. 2012. S. 2-10.
  14. Penberthy J.S., and Weld D. UCPOP: A Sound, Complete, Partial-Order Planner for ADL. In Proceedings of the Third International Conference on Knowledge Representation and Reasoning (KR-92). SanFrancisco: MorganKaufmannPublishers. 1992.
  15. Nau D.S., Au T., Ilghami O., Kuter U., Murdock J., Wu D., Yaman F.SHOP2: An HTN Planning System // Journal of Artificial Intelligence Research 20. 2003. S. 379-404.
  16. Gerevini A., Saetti A., Serina I. Case-based Planning for Problems with Real-valued Fluents: Kernel Functions for Effective Plan Retrieval // ECAI. 2012. S. 348-353.
  17. McDermott. PDDL. the planning domain definition language. - http://www.informatik.uni-ulm.de/ki/Edu/Vorlesungen/ GdKI/WS0203/pddl.pdf, 1998.
  18. Challab M., Nau D.S., Traverso P. Automated planning-theory and practice. Elsevier. 2004. 663 p.
  19. JAkovlev K., Sarafonov V., KHramoin I. Ob odnojj probleme, voznikajushhejj pri planirovanii traektorii na ploskosti // Trinadcataja nacionalnaja konferencija po iskustvennomu intellektu s mezhdunarodnym uchastiem KII-2012 (16 - 20 oktjabrja 2012 g., g. Belgorod, Rossija): Trudy konferencii. T.3. Belgorod.: Izd-vo BGTU, 2012. C/ 256-267.
  20. JAkovlev K. Ierarkhicheskijj podkhod v zadachakh planirovanija traektorii na ploskosti // Dvenadcataja nacionalnaja konferencija po iskustvennomu intellektu s mezhdunarodnym uchastiem KII-2010 (20 - 24 sentjabrja 2010 g., g. Tver, Rossija): Trudy konferencii. T. 3. M.: Fizmatlit. 2010. C. 256-267.
  21. Zou G., Chen Y., Xu Y., Huang R., Xiang Y. Towards Automated Choreographing of Web Services Using Planning // Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence. 2012. S. 178-184.
  22. Garrido A., Morales L., Serina I. Using AI Planning to Enhance E-Learning Processes // Proceedings of the Twenty-Second International Conference on Automated Planning and Scheduling. 2012. S. 47-55.
  23. Parkinson S., Longstaff A., Crampton A., Gregory.The Application of Automated Planning to Machine Tool Calibration // Proceedings of the Twenty-Second International Conference on Automated Planning and Scheduling. 2012. S. 216-224.
  24. Do M., Lee L., Zhou R., Crawford L., Uckun S.Online Planning to Control a Packaging Infeed System // Proceedings of the Twenty-Third Innovative Applications of Artificial Intelligence Conference. 2011. S. 1636-1641.
  25. Beaudry E., Kabanza F., Michaud F. Planning with Concurrency under Resources and Time Uncertainty // ECAI 2010. 2010. S. 217-222.
  26. Gofman I., Inishev D., Lipatov A., Smirnov I., Smirnov E. Aktualnye zadachi razvitija tekhnologii nedoopredelennogo kalendarnogo planirovanija Time-EX // XI nac. konf. po iskustvennomu intellektu s mezhdunar. uchastiem KII-2008 (28 sentjabrja - 3 oktjabrja 2008 g., g. Dubna, Rossija): Trudy konferencii. T.1. M.: LENAND. 2008. S. 68-76.
  27. Coles A. Opportunistic Branched Plans to Maximise Utility in the Presence of Resource Uncertainty // ECAI 2012. 2012. S. 252-257.
  28. Gladkov L., Aleksandrov M. Reshenie zadachi operativnogo planirovanija proizvodstva na osnove modificirovannogo geneticheskogo algoritma s ispolzovaniem nechetkogo logicheskogo kontrollera // XIIInac. konf. po iskustvennomu intellektu s mezhdunar. uchastiem KII-2012 (16-20 oktjabrja 2012 g., g. Belgorod, Rossija): Trudy konf. T. 2. Belgorod: Izd-voBGTU. 2012. S. 330-337.
  29. Kietz J., Serban F., Bernstein A., Fischer S.Designing KDD-Workflows via HTN-Planning // ECAI 2012. 2012. S. 1011-1012.
  30. Kolesov N., Tolmacheva M., JUkhta P. Ocenki dlitelnost vychislenijj i slozhnosti ikh planirovanija v raspredelennykh sistemakh // Materialy 4-jj Vserossijjskojjmultikonferencii. T.1. Taganrog: Izd-voTTIJUFU. 2011. S. 312-314.
  31. Gerevini A., Haslum P., Long D., Saetti A., Dimopoulos Y. Deterministic Planning in the Fifth International Planning Competition: PDDL3 and Experimental Evaluation of the Planners // Journal Artificial Intelligence. V. 173. Issue 5-6. 2009. S. 619-668.
  32. Novoselcev V.B., Pinzhin A. Realizacija ehffektivnogo algoritma sinteza linejjnykh funkcionalnykh programm // Izvestija Tomskogo politekhnicheskogo universiteta. 2008. T. 312. № 5. S. 32-35.
  33. Pinzhin A., Novoselcev V.B. EHffektivnyjj algoritm sinteza programm s uslovijami i podprogrammami // Izvestija Tomskogo politekhnicheskogo universiteta. 2008. T. 313. № 5. S. 77-84.
  34. Pinzhin A.E. Algoritm sinteza programm s javnojj i nejavnojj rekursiejj. // Izv. Tomskogo politekhn. Un-ta. 2008. T. 313. № 5. S. 84-88.
  35. Sacerodi E.D. The nonlinear nature of plans // James Allen James Hendler and Austin Tate, editors. Read-ings in Planning. Morgan Kaufman. 1990. P. 162-170.
  36. Rintanen J. Introduction to Automated Planning (draft). Germany. 2005.
  37. Tierney K., Coles A., Coles A. Automated Planning for Liner Shipping Fleet Repositioning // Proceedings of the Twenty-Second International Conference on Automated Planning and Scheduling. 2012. P. 279-287.