Preview

Proceedings of the Institute for System Programming of the RAS (Proceedings of ISP RAS)

Advanced search

Model of spontaneously changing object behavior in case control approach

https://doi.org/10.15514/ISPRAS-2016-28(4)-11

Abstract

As a further development of case-based approach to complex object control with objects that cannot be formalized by mathematical model, authors offer new object behavior model. This model deals with objects that are involved in low-intensity processes, and then suddenly (as it seems) and spontaneously are changing their states in avalanche-like manner. To describe such changes a new conception of satellite class is introduced. The influence of satellite classes may be treated as an additional control action that effects on the class to which the object belonged. This model is firstly oriented on medicine applications where one can find many examples of the similar behavior.

About the Authors

V. N. Yudin
Institute for System Programming of the Russian Academy of Sciences; M.F. Vladimirsky Moscow Regional Science Research Clinical Institute
Russian Federation


L. E. Karpov
Institute for System Programming of the Russian Academy of Sciences; Lomonosov Moscow State University
Russian Federation


References

1. Klaus-Dieter Althof, Eric Auriol, Ralph Barlette, and Michel Manago. A Review of Industrial Case-Based Reasoning Tools. AI Intelligence, 1995.

2. Agnar Aamodt and Enric Plaza. Case-based reasoning: Foundational issues, methodological variations, and system approaches. AI Communications, 7(1):39-59, 1994.

3. Valery. Yudin, Leonid Karpov. "The Case-Based Software System for Physician’s Decision Support". Sami Khari, Lenka Lhotska, Nadia Pisanti (eds.), "Information Technology in Bio- and Medical Informatics, ITBAM 2010", Proc. of the First International Conference, Bilbao, Spain. Lecture Notes in Computer Science Sublibrary: SL 3, Springer Verlag, Berlin, Heidelberg, 2010, pp. 78-85. ISSN 0302-9743.

4. Yudin V. N., Karpov L. E., Vatazin A. V. Protsess lecheniya kak adaptivnoe upravlenie chelovecheskim organizmom v programmnoy sisteme «Sputnik vracha» [Cure process as an adaptive control of human organism in software system “Physician’s Partner”]. Almanah klinicheskoy meditsinyi [Almanac of Clinical Medicine], Moscow, 2008, v. 17, part 1, pp. 262-265, ISSN 2072-0505 (in Russian).

5. J. Z. Tsypkin. Adaptatsya i obutchenie v avtomatchieskykh sistemakh [Adaptation and learning in automate systems]. Moscow, Nauka, 1968 (in Russian).

6. Hillary Don. Decision making in critical care. University of California School of Medicine San Francisco, California, B. C. Decker Inc., The C. V. Mosby company, 1985, ISBN 5-225-00489-X, ISBN 0-941158-35-7.


Review

For citations:


Yudin V.N., Karpov L.E. Model of spontaneously changing object behavior in case control approach. Proceedings of the Institute for System Programming of the RAS (Proceedings of ISP RAS). 2016;28(4):183-192. (In Russ.) https://doi.org/10.15514/ISPRAS-2016-28(4)-11



Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 License.


ISSN 2079-8156 (Print)
ISSN 2220-6426 (Online)