Azerbaijan National Academy of Sciences

      -  specialty code

      -  specialty name

Computer-Aided Control Systems

Invariance Theory and Applications

      -  specialty code

      -  specialty name

      -  topic name

0646

Computer-Aided Control Systems

Automation of control processes at the oil refineries

     -   date

1989

    -  number of scientific publications printed abroad

355

310

      - number of PhD

      - number of Doctors

Initiation of the integration principles of decision and control processes in intelligent manufacturing systems, 1969.

Development of the methods for synthesis of a stochastic variable structure systems (1976).

Development of coordination theory for multi-level distributed manufacturing systems 1980.

Development of fuzzy logic ALI1, ALI2, and ALI3, 1984-1986.

Formulation of conditions for adequacy of fuzzy models, 1984.

Development of theory and construction principle of fuzzy intelligent robots, 1986.

Development of fuzzy expert systems, including expert system shell ESPLAN, 1987

Formulation of the concept of fuzzy distributed intelligent systems (1988), development of their creation methods (1993).

Initiation of Soft Computing based distributed multi-agent intelligent systems with competition and cooperation among agents, 1997.

Development of the genetic algorithm based learning method of fuzzy neural networks, 1997.

Development of a new concept of fuzzy regression analysis based on genetic algorithms, 1998.

Development of a new method for fuzzy forecasting (2001)

1. Aliev R.A., Fazlollahi B., Vahidov R.M. Soft computing based multi-agent marketing decision support systems. Journal of Intelligent and Fuzzy Systems, pages 1-9, 2000. 
2. Aliev R.A., Fazlollahi B., Vahidov R.M.  Multi-agent distributed intelligent systems based on fuzzy decision-making. International Journal of Intelligent Systems, vol.15, pages 849-858, 2000. 
3. Aliev R.A., Fazlollahi B., Vahidov R.M. Genetic Algorithm-based learning of fuzzy neural net­works. Part 1: feed-forward fuzzy neural networks. Fuzzy sets and systems 2001, 8 pp. 
4. Aliev R.A., Fazlollahi B., Vahidov R.M. Genetic Algorithm-based fuzzy regression analysis. Soft Computing, Methodologies and Applications. 3(2002), 10 p.
5.  R.A. Aliev, B.G. Guirimov,  R.R. Aliev. A Neuro-Fuzzy Graphic Object Classifer with Modified Distance Measure Estimator. Iranian Journal of Fuzzy Systems. Vol. 1. No. 1, 2004, p 5-15. 
6. R.A. Aliev, B.Fazlollahi, R.R.Aliev, B.Guirimov. Fuzzy Time Series Prediction Method Based on Fuzzy Recurrent Neural Network. Neural Information Processing. Lecture Notes in Computer Science, Volume 4233, 2006, pp 860-869, Springer.
7. R.A. Aliev, R.R. Aliev, B.G. Guirimov, K. Uyar. Recurrent Neural Network Based System for Battery Charging. Lecture Notes in Computer Science (LNCS), ISNN (2), 2007, Vol. 4492/2007, pp. 307-316, Springer.
8. R.A. Aliev, B. Fazlollahi, B.G. Guirimov, R.R. Aliev. Fuzzy-genetic approach to aggregate production–distribution planning in supply chain management. Information Sciences, Volume 177, Issue 20, 2007, pp. 4241-4255, Elsevier. 
9. R.R. Aliev, B. Guirimov, K. Uyar. Dynamic data mining technique for rules extraction in a process of battery charging. Applied Soft Computing, Volume 8, Issue 3, 2008, Elsevier.
10. R.A. Aliev, B. Fazlollahi, R.R. Aliev, B.G. Guirimov. Linguistic time series forecasting using fuzzy recurrent neural network. Soft Computing – A Fusion of Foundations, Volume 12, Number 2, 2008, pp. 183-190, Springer.
11. Aliev R.A. Modeling and stability analysis in fuzzy economics. Applied and Computational Mathematics, 2008, v. 7, No. 1, pp. 31-53.
12. R.A. Aliev, B.G. Guirimov, B. Fazlollahi, R.R. Aliev. Evolutionary Algorithm-Based Learning of Fuzzy Neural Networks Part 2: Recurrent Fuzzy Neural Networks. Fuzzy Sets and Systems, Volume 160, Issue 17, 2009, pp. 2553-2566, Elsevier. 
13. R.A. Aliev, W. Pedrycz. Logic-Oriented Neural Networks for Fuzzy Neurocomputing. Neurocomputing, Volume 73, Issues 1-3, 2009, pp. 10-23, Elsevier. 
14. R.A. Aliev, W. Pedrycz. Fundamentals of a Fuzzy Logic Based Generalized Theory of Stability. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, v. 39, Issue 4, 2009, pp. 971-988.
15. R.A. Aliev, B.F. Aliyev, L.A. Gardashova. Selection of an Optimal Treatment Method for Acute Periodontitis Disease. Journal of Medical Systems, 36(2), pp. 639-646, 2012 
16. R.A. Aliev, A. Tserkovny. Systemic approach to fuzzy logic formalization for approximate reasoning. Information Sciences 181(6), 2011, Elsevier, pp. 1045-1059. 
17. R.A. Aliev, W. Pedrycz, B.G. Guirimov, R.R. Aliev, Umit Ilhan, M. Babagil, S.Mammadli. Type-2 fuzzy neural networks with fuzzy clustering and differential evolution optimization. Information Sciences 181(9), 2011, Elsevier, pp. 1591-1608 
18. Aliev R.A., Pedrycz W., Fazlollahi B., Huseynov O.H., Alizadeh A.V., Guirimov B.G. (2011). Fuzzy Logic-Based Generalized Decision Theory with Imperfect Information. Information Sciences, 189,  pp. 18-42.
19. Aliev R.A., Pedrycz W., Huseynov O.H. (2012) Decision theory with imprecise probabilities. International Journal of Information Technology and Decision Making, 11(02), 271-306.
20. Aliev, R. A., Pedrycz, W., Huseynov, O. H. (2013). Behavioral Decision Making with Combined States under Imperfect Information. International Journal of Information Technology & Decision Making, Volume 12, Issue 03, 2013 
21. Aliev, R. A., Pedrycz, W., Alizadeh, A.V., Huseynov, O. H. (2013). Fuzzy optimality based decision making under imperfect information without utility. Fuzzy Optimization and Decision Making,  Volume 12, Issue 4,  pp 357-372. 
22. Aliev R.A. at all. Decision Making with Second-order imprecise probabilites, International Journal of Intelligent Systems, V.29, pp.137-160, 2014.
23. Rafik A. Aliev, Akif V. Alizadeh, Oleg H. Huseynov, K. I. Jabbarova. Z-Number-Based Linear Programming. Int. J. Intell. Syst. 30(5): 563-589 (2015)
24. Rafik A. Aliev, Akif V. Alizadeh, Oleg H. Huseynov. The arithmetic of discrete Z-numbers. Inf. Sci. 290: 134-155 (2015)
25. R. Aliev and K. Memmedova, “Application of Z-number based modeling in psychological research,” Comput. Intell. Neurosci., vol. 2015, 2015,Art. no. 760403.
26. Rafik A. Aliev, Witold Pedrycz, Vladik Kreinovich, Oleg H. Huseynov. The general theory of decisions. Inf. Sci. 327: 125-148 (2016)
27. Aliev, R. A.; Huseynov, O. H.; Zeinalova, L. M. The arithmetic of continuous Z-numbers. Information Sciences   Vol. 373 pp. 441-460, 2016 
28. R. A. Aliev, O. H. Huseynov, R. Serdaroglu. Ranking of Z-Numbers and Its Application in Decision Making. International Journal of Information Technology & Decision Making, 2016
29. R. A. Aliev, O. H. Huseynov, L.M. Zeinalova. The Arithmetic of Continuous Z-Numbers. Information Sciences, 373, 2016, pp.  441–460
30. Rafik A. Aliev, Witold Pedrycz, Oleg H. Huseynov, Serife Z. Eyupoglu. Approximate Reasoning on a Basis of Z-number valued If-Then Rules. IEEE Transactions on Fuzzy Systems, 2016, Volume: PP, Issue: 99), DOI: 10.1109/TFUZZ.2016.2612303
31. R.A. Aliev, Approximate Arithmetic Operations of U-numbers. 12th International Conference on Application of Fuzzy Systems and Soft Computing, ICAFS 2016, 29-30 August 2016, Vienna, Austria, Procedia Computer Science Open Access Journal, Volume 102, 2016, Pages 59–66
32. R.A. Aliev, Toward a Theory of Approximate Arithmetic of U-numbers. 12th International Conference on Application of Fuzzy Systems and Soft Computing, ICAFS 2016, 29-30 August 2016, Vienna, Austria, Procedia Computer Science Open Access Journal, Volume 102, 2016, Pages 6
33. R. A. Aliev, O. H. Huseynov, and R. X. Zulfugarova. Z-Distance Based IF-THEN Rules. The Scientific World Journal, Volume 2016 (2016), Article ID 1673537, 9 pages, http://dx.doi.org/10.1155/2016/1673537

2. R.A.Aliev’s served as the Chairman of the following scientific conferences:

a)  International Conference on Application of Fuzzy Systems and Soft Computing, ICAFS 1994-2014.

b) World Conference on Intelligent Systems for Industrial Automation, WCIS 2000-2014.

c) International Conference on Soft Computing and Computing with Words in System Analysis, Decision and Control, ICSCCW 2001-2015.

3. R.A. Aliev is the Editor-in-Chief of "Bilgi" (Knowledge) journal and journal of Intelligent Control and Decision Making Systems, Associate Editor of Information Sciences journal, a member of the Advisory Boards of the International Journal of Information Technology and Decision Making and IEEE Systems journal, Editorial member of the Journal of Advanced Computational Intelligence and Intelligent Informatics (Japan), a member of Editorial Advisory Board of the International Journal of Intelligent Automation and Soft Computing.

4. He was elected a professor of Georgia State University, Atlanta, USA (1998), a professor of Tabriz University, Iran (1992), a visiting professor at the University of Siegen (1991), Siegen, Germany and at the Near East University (2002) , Cyprus.

5. Member of Russian Association for Fuzzy Systems and Soft Computing.

6. Member of IEEE.

7. Member of IFSA.

1979-1987 - The head of the Department ²Automation of control processes² at the same institute.

1989-2011 - The head of the Department of Control Systems at Azerbaijan State Oil Academy (ASOA).

1989-2011 - The director of Intelligent Systems Research Laboratory at ASOA.

1998-up to now - Director of the joint MBA Program, ASOA, Baku, Georgia State University, Atlanta, USA.

2002- up to now - Director of the joint BBA Program, ASOA, Baku, Georgia State University, Atlanta, USA.

Director of  the joint SU Program, ASOA, Baku, University of Siegen, Siegen, Germany

1. Winner of the prize of Lenin’s comsomol, 1971
2. USSR State Prize in the field of science, 1983
3. Fulbright award, USA, 1997
4. Lifetime Achievement Award Recipient, USA, 2014

r_aliev@hotmail.com