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Artificial Intelligence and Decision Making, 2018, Issue 1, Pages 12–28
(Mi iipr194)
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This article is cited in 3 scientific papers (total in 3 papers)
Intelligent control
Methods and software of intelligent planning for integrated expert systems construction
G. V. Rybina, Yu. M. Blokhin National Engineering Physics Institute "MEPhI", Moscow
Abstract:
This work is focused on topical problem of development of efficient software tools for intelligent software development, in particular integrated expert systems (IES), which have powerful functionality and scalable architecture. Automated planning methods are used to increase automation level of IES development processes at designing and requirements analysis stages. General problems of development of modern instrument basis for IES construction are discussed. In this context basic concept of intelligent software environment of AT-TECHNOLOGY workbench for IES development basing on problemoriented methodology is given. Planning problem of prototyping process is given which is base for implementation of basic components of intelligent software environment – intelligent planner and technological knowledge base. The method for automation based on heuristic search is proposed. It uses reusable components and standard design procedures which are part of technological knowledge base. An example of using intelligent program environment for development dynamic IES prototype for control
and planning of medical resources during large traffic accidents.
Keywords:
artificial intelligence, integrated expert systems, problem-oriented methodology, intelligent program environment model, AT-TECHNOLOGY workbench, automated planning.
Citation:
G. V. Rybina, Yu. M. Blokhin, “Methods and software of intelligent planning for integrated expert systems construction”, Artificial Intelligence and Decision Making, 2018, no. 1, 12–28; Scientific and Technical Information Processing, 46:6 (2019), 434–445
Linking options:
https://www.mathnet.ru/eng/iipr194 https://www.mathnet.ru/eng/iipr/y2018/i1/p12
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