Systems and Means of Informatics
2020, Volume 30, Issue 2, pp 78-88
FUNCTIONAL STRUCTURE OF THE COHESIVE HYBRID INTELLIGENT MULTIAGENT SYSTEM
Abstract
The effectiveness of the hybrid and synergetic artificial intelligence systems is achieved, mainly, by the proper organization of the interaction of their elements and not by increasing the complexity or intelligence of the latter. In the case of hybrid intelligent multiagent systems, simulating teams of experts solving problems "at round-table," for the effective organization of interaction between agents, the conditions for the consistency of their goals and domain models, the unity of the protocol for solving the problem, and the compatibility of message transfer languages should be fulfilled. These conditions are especially relevant when a hybrid intelligent multiagent system is built from agents developed by various independent teams. In this case, agents should be able to independently coordinate goals, domain models and develop a protocol to solve the problem posed to them within the framework of a new class of intelligent systems, namely, a cohesive hybrid intelligent multiagent system. This article discusses the functional structure of such a system.
[+] References (11)
- Narinyani, A. S. 2008. Inzheneriya znaniy i NE-faktory: kratkiy obzor-08 [Knowledge engineering and non-factors: A brief overview-08]. Voprosy iskusstvennogo intellekta [Artificial Intelligence Issues] 1:61-77.
- Spiridonov, V. F. 2006. Psikhologiya myshleniya: Reshenie zadach i problem [Psychology of thinking: Solving tasks and problems]. Moscow: Genezis. 319 p.
- Kolesnikov, A. V., I. A. Kirikov, and S. V. Listopad. 2014. Gibridnye intellektual'nye sistemy s samoorganizatsiey: koordinatsiya, soglasovannost', spor [Hybrid intelligent systems with self-organization: Coordination, consistency, dispute]. Moscow: IPI RAN. 189 p.
- Kirikov, I. A., A. V. Kolesnikov, S. V. Listopad, and S. B. Rumovskaya. 2016. "Vir- tual'nyy konsilium" - instrumental'naya sreda podderzhki prinyatiya slozhnykh diag- nosticheskikh resheniy ["Virtual council" - source environment supporting complex diagnostic decision making]. Informatika i ee Primeneniya - Inform. Appl. 10(3):81- 90.
- Kolesnikov, A. V., and S. V. Listopad. 2018. Model' gibridnoy intellektual'noy mno- goagentnoy sistemy geterogennogo myshleniya dlya informatsionnoy podgotovki opera- tivnykh resheniy v regional'nykh elektricheskikh setyakh [Model of a hybrid intelligent multiagent system of heterogeneous thinking for preparation of information about operational decisions in a regional power system]. Sistemy i Sredstva Informatiki - Systems and Means of Informatics 28(4):31-41.
- Zhukov, Yu. M., A. V. Zhuravlev, and E.N. Pavlova. 2008. Tekhnologii komandoob- razovaniya [Team building technologies]. Moscow: Aspekt Press. 320 p.
- Lewin, K. 1976. Field theory in social science: Selected theoretical papers. New York, NY: Harper. 346 p.
- Vasil'chenko, M.V., M.P. Litvinenko, I. S. Mansurova, S.Ya. Podoprigora, and
E. A. Suroedova. 2011. Psikhologiya lichnosti i gruppy [Psychology of personality and group]. Rostov-on-Don: DGTU. 174 p.
- Petrovskiy, A.V. 1973. Opyt postroeniya sotsial'no-psikhologicheskoy kontseptsii gruppovoy aktivnosti [The experience of building a socio-psychological concept of group activity]. Voprosy psikhologii [Psychology Issues] 5:3-17.
- Tarasov, V.B. 2002. Ot mnogoagentnykh sistem k intellektualnym organizatsiyam: filosofiya, psikhologiya, informatika [From multiagent systems to intelligent organizations: Philosophy, psychology, and informatics]. Moscow: Editorial URSS. 352 p.
- Serugendo, G. D. M., M.-P. Gleizes, and A. Karageorgos. 2005. Self-organization in multiagent systems. Knowl. Eng. Rev. 20(2): 165-189.
[+] About this article
Title
FUNCTIONAL STRUCTURE OF THE COHESIVE HYBRID INTELLIGENT MULTIAGENT SYSTEM
Journal
Systems and Means of Informatics
Volume 30, Issue 2, pp 78-88
Cover Date
2020-06-30
DOI
10.14357/08696527200208
Print ISSN
0869-6527
Publisher
Institute of Informatics Problems, Russian Academy of Sciences
Additional Links
Key words
cohesion; hybrid intelligent multiagent system; expert team
Authors
S. V. Listopad 
Author Affiliations
Kaliningrad Branch of the Federal Research Center "Computer Science and Control" of the Russian Academy of Sciences, 5 Gostinaya Str., Kaliningrad 236000, Russian Federation
|