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Education · Master of Science, Control Engineering, Ferdowsi University of Mashhad. Thesis: “Fuzzy Fitness Granulation in Evolutionary Algorithms for Complex Optimization”. Supervised by Dr. M.–R. Akbarzadeh –T & Dr. N. Pariz Final seminar, “Time Series Modelling and Prediction”. Courses in: Multiagent systems, Fuzzy control, Biological Computation as well as Optimal Control, Nonlinear Control, Advanced Mathematics, System Identification, Multivariable Control. · Bachelor of Science, 2003, Control Engineering, Ferdowsi University of Mashhad. Senior Project, “Intelligent Greenhouse”, Supervised by Dr. M.–R. Akbarzadeh –T Special course in: Artificial Neural Networks and Soft Computing. |
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Teaching Experience · Azad University of Gonabad 2006 ~ 2007 Electrical Circuits I, II Electrical Measurement and Instrumentation Engineering Mathematics Linear Control · Azad university of Mashhad (SAMA College) 2006 ~ 2008 Electrical Circuits I, II Electronic Basics Differential Equations · Teaching assistant in Linear Control and Engineering Mathematics. · Teaching assistant in Electrical Circuit I, II. · Individual Teaching: Linear Control, Fuzzy Control, Engineering Mathematics, Differential Equations. |
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Publications Journal Papers M.-R. Akbarzadeh-T, M. Davarynejad, N. Pariz, “Adaptive Fuzzy Fitness Granulation for Evolutionary Optimization”, International Journal of Approximate Reasoning, Article in press, Impact-Factor: 1.262 Conference Papers M. Davarynejad, M.-R. Akbarzadeh-T. and Carlos A. Coello Coello, “Auto-Tuning Fuzzy Granulation for Evolutionary Optimization”, in 2008 Congress on Evolutionary Computation (CEC'2008), pp. 3573--3580, IEEE Service Center, Hong Kong, June 2008. Here is a pre-publication version. Slides for presentation as PowerPoint (3.4 MB). M. Davarynejad, M.-R. Akbarzadeh-T, N. Pariz, M. E. Golmakani, A-R khorsand, “Fuzzy Surrogates in Fitness Function Approximation for Evolutionary Structure Design”, 16th Iranian Conference of Electrical Engineering, Tehran, Iran, May 2008. (Abstract). M. Bahrepour, M. Davarynejad, M. -R. Akbarzadeh -T., Raman Cheloi, “Portfolio Selection for Forex Investors Using Mean-Variance-Skewness Model”, ISA 2008, IADIS Congress, the Netherlands, 2008. (Abstract). M. Davarynejad, M.-R. Akbarzadeh-T, N. Pariz, “A Novel General Framework for Evolutionary Optimization: Adaptive Fuzzy Fitness Granulation”, Proceedings of the 2007 IEEE International Conference on Evolutionary Computing, (CEC’2007), pp. 951--956, Singapore, September 25-28, 2007, Here is a pre-publication version. M. Davarynejad, M.-R. Akbarzadeh-T, N. Pariz, A-R khorsand, “Adaptive Fuzzy Fitness Granulation in Structural Optimization Problems”, Proceedings of the 2007 IEEE Multi-conference on Systems and Control (MSC’2007), pp. 172--177, Singapore, October 1- 3, 2007. Here is a pre-publication version. A. Jajarmi, R. Shahnaziand, A. Karimpour, M. Davarynejad, “Designing a Robust controller for high-precision multi-dimensional positioning stage”, (in Farsi) Accepted for Publication at Tehran International Congress on Manufacturing Engineering (TICME), December 10-13, 2007. Full Paper In Persian, Abstract In English. Other Papers M. Davarynejad, M.-R. Akbarzadeh-T., M. Zarif, “Price Forecasting using Hierarchical ANFIS ARIMA”, Journal of the Franklin Institute, 2008, Submitted. Z. Forghany, M. Davarynejad, N. Shahnoushi, L. Zartash, “Modeling/Prediction of Response of Laying Hen Performance to Dietary Supplemental Phytase Source and of Wheat and Phosphorus Level by Fuzzy Logic and Genetic Algorithm”, Computers and Electronics in Agriculture, 2008, Submitted. M. E. Golmakani, K. Kamali, M.-R. Akbarzadeh-T., M. Kadkhodayan, M. Davarynejad, “Application of a hybrid GA-BP optimized neural network for springback estimation in sheet metal forming process”, Accepted for Publication at First Joint Congress on Intelligent and Fuzzy Systems, August 29-31, 2007. Here is a pre-publication version. M. Davarynejad, M.-R. Akbarzadeh-T., “Time Series Prediction using Hierarchical Fuzzy Tools”. In Proceedings of the 7th Conference of Intelligence Systems - K.N.T. University of Technology, pp. 202--207, Tehran, Iran, Dec. 2005. Full Paper In Persian, Abstract In English. M. Davarynejad, M.-R. Akbarzadeh-T., A. Akramizadeh, “Design, Simulation and Implementation of an Intelligent Greenhouse with Fuzzy Tools”, In Proceedings of the Sixth Conference on Intelligent Systems, pp. 39--45, Kerman, Iran, Nov. 2004. (Nominated as Best paper), Full Paper In Persian, Abstract In English. |
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Professional Experiences · 2001-2003, Establish an office in Mashhad. Various industrial activities, CNC machines. Instrument control. Microcontroller and PLC based controllers. |
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Activities · Inspecting and Modeling Social Behaviors in Genetic Algorithm in order to Enhance GA’s Convergence Speed, (A project at Cognitive Computing Laboratory - In Progress). · Forecasting Foreign Exchange Rates Using Hierarchical Fuzzy Tools, (Cognitive Computing Lab - In Progress). · Multi-Objective Structure Optimization Using Adaptive Fuzzy Fitness Granulation (AFFG), (Collaboration with Department of Mechanical & Manufacturing Engineering - In Progress). |
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Skills · Application Software MATLAB, Simulink, PSPICE, AutoCAD, ANSYS · Proficient Programming Language Assembly Language, Java, C/C++, Visual Basic, PLC Programming · Office Products Word, Excel, Access, Outlook, Frontpage, Powerpoint, · Web Design HTML, Microsoft Frontpage, · Microcontrollers and some peripheral equipments and sensors |
