Learning and Adaptation (r)

 Team Members:

Faculty

Prof. Akbarzadeh

Prof. Mohammad-R. Akbarzadeh-T.

(Google Scholar)

(Website)

Dr. Rohanimanesh

Dr. Alireza Rowhanimanesh

(Google Scholar)

(Website)

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PhD Students

Souzanchi

Mahdi Souzanchi Kashani

(Google Scholar)

(Website)


Parsa

Pooya Parsa

(Google Scholar)

(Website)

Rafiei

Hamed Rafiei

(Google Scholar)

(Website)

Mataghi

Elham Mottaghi  

(Google Scholar)

(Website)

MS. Students

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Mojgan Azari

(Google Scholar)

(Website)

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Fatemeh Rezaei

(Google Scholar)

(Website)

Foroutannia

Ali Foroutannia

(Google Scholar)

(Website)

Salehi

Ali Salehi

(Google Scholar)

(Website)

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Abolhasan khajepoor

(Google Scholar)

(Website)

Khamechian

Mohammad-Hasan Khamechian

(Google Scholar)

(Website)

Nikdel

Fatemeh Nikdel

(Google Scholar)

(Website)

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Fatemeh Sangin

(Google Scholar)

(Website)

Badami  

Mohammad Badami

(Google Scholar)

(Website)

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Hossain Jeddi

(Google Scholar)

(Website)


 

 Selected Publications:

  1. Mohammad Reza Akbarzadeh Totonchi, Agencies of Intelligence: From the Macro to the Nano ,   In: El-Osery A., Prevost J. (eds) Control and Systems Engineering. Studies in Systems, Decision and Control, vol 27. Springer, 2015.
  2. Alireza Bemani Naeini, Mohammad Reza Akbarzadeh Totonchi ,  A hybrid adaptive granular approach to Takagi–Sugeno–Kang fuzzy rule discovery  , Applied Soft Computing , vol. 81,   pp. 105491-105507, 2019.
  3. Fahimeh Baghbani , Mohammad Reza Akbarzadeh Totonchi , Alireza Akbarzadeh Tootoonchi ,  Indirect adaptive robust mixed H2/H∞general type-2 fuzzy control ofuncertain nonlinear systems  , Applied Soft Computing , vol. 72,   pp. 392-418, 2018.
  4. Moein Owhadi Kareshk, Mohammad Reza Akbarzadeh Totonchi ,  Entropy-based Consensus for Distributed Data Clustering  , Journal of Artificial Intelligence and Data Mining ,  2018-7.
  5. Fahimeh Baghbani , Mohammad Reza Akbarzadeh Totonchi , Mohammad Bagher Naghibi Sistani ,  Stable robust adaptive radial basis emotional neurocontrol for a class of uncertain nonlinear systems  , Neurocomputing , vol. 309,   pp. 11-26, 2018.
  6. Mohammad Reza Akbarzadeh Totonchi , Seyyed Abed Hosseini , Mohammad Bagher Naghibi Sistani ,  Stable indirect adaptive interval type-2 fuzzy sliding-based control and synchronization of two different chaotic systems  , Applied Soft Computing , vol. 55,   pp. 576-587, 2017.
  7. Fahimeh Baghbani , Mohammad Reza Akbarzadeh Totonchi , Alireza Akbarzadeh Tootoonchi , Mostafa Ghaemi ,  Robust adaptive mixed H2/H interval type-2 fuzzy control of nonlinear uncertain systems with minimal control effort  , Engineering Applications of Artificial Intelligence , vol. 49,   pp. 88-102, 2016.  
  8. Mostafa Ghaemi , Mohammad Reza Akbarzadeh Totonchi ,  Indirect Adaptive Interval Type-2 Fuzzy Pi Sliding Mode Control For A Class Of Uncertain NonlinearSystems  , Iranian Journal of Fuzzy Systems , vol. 11,   pp. 1-21, 2014.  
  9. Reza Shahnazi , Mohammad Reza Akbarzadeh Totonchi ,  PI Adaptive Fuzzy Control With Large and Fast Disturbance Rejection for a Class of Uncertain Nonlinear Systems  , IEEE Trans. Fuzzy Syst. , vol. 16 , pp. 187-197, 2008.
  10. Mahdi Saadatmand , Morteza Khademi , Mohammad Reza Akbarzadeh Totonchi , Hamid Abrishami Moghaddam ,  A Novel Constructive-Optimizer Neural Network for the Traveling Salesman Problem  , IEEE Transactions on Systems, Man, and Cybernetics - Part B: Cybernetics , Vol. 37, pp. 754-770, 2007.
  11. Mohammad Bagher Naghibi Sistani , Mohammad Reza Akbarzadeh Totonchi , Mohammad Hossein Javidi Dasht Bayaz , Habib Rajabi Mashhadi ,  Application ofQ-learning with temperature variation for bidding strategies in market based power systems  , Energy Conversion and Management , vol 47, no. 2- pp. 1529-1538, 2006.
  12. Mohammad Bagher Naghibi Sistani , Mohammad Reza Akbarzadeh Totonchi , Mohammad Hossein Javidi Dasht Bayaz , Habib Rajabi Mashhadi ,  Q-adjusted annealing for Q-learning of bid selection in market-based multisource power systems  , in  IEE Proceedings - Generation, Transmission and Distribution, vol. 153, no. 6, pp. 653-660, November 2006.
  13. A. I. El-Osery, J. Burge, M. Jamshidi, A. Saba, M. Fathi and M. -. Akbarzadeh-T, "V-Lab-a virtual laboratory for autonomous agents-SLA-based learning controllers ," in  IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics), vol. 32, no. 6, pp. 791-803, Dec. 2002,


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