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:: بایگانی بخش دکتر رحمانی: ::
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Contact Information (Top) Postal Address: Computer Engineering Department Iran University of Science and Technology University Road, Hengam Street, Resalat Square, Narmak, Tehran, Iran Zip Code: ۱۶۸۴۶-۱۳۱۱۴ Office Phone: +۹۸-۲۱-۷۳۹۱-۳۳۲۴ Office Fax: +۹۸-۲۱-۷۳۲۲-۸۳۰۷ E-mail: rahmani_at_iust.ac.ir Education (Top) • Ph.D. in Computer Science (Artificial Intelligence), Department of Information Science and Intelligent Systems, University of Tokushima, Japan, ۱۹۹۶. Thesis Title: Constrained Optimization with Genetic Algorithms Supervisor: Prof. Norihiko Ono. • M.Sc. in Computer Science (Artificial Intelligence), Department of Information Science and Intelligent Systems, University of Tokushima, Japan, ۱۹۹۲. Supervisor: Prof. Norihiko Ono. • B.Sc. Joint Honors in Computer Science and Accounting, Computer Science Department, The Victoria University of Manchester, Manchester, United Kingdom, ۱۹۸۱ Academic Positions (Top) • Head, Department of Artificial Intelligence, School of Computer Engineering, IUST, Tehran, Iran, ۲۰۰۷-present. • Research Deputy, School of Computer Engineering, IUST, Tehran, Iran, ۲۰۰۵-۲۰۰۷. • Member, Information Technology Research Center, IUST, Tehran, Iran, ۲۰۰۱ – present Research Interests (Top) • Evolutionary Computing • Multi-agent systems • Formal Methods and their Applications • Software Engineering Methodologies • Object-Oriented Paradigms, Technologies and Middleware: CORBA Component Model, Service Oriented Architecture, Model Driven Architecture University Teaching Experiences (Top) • Graduate Level o Introduction to Evolutionary Computing o Advanced topics in Evolutionary Computing o Distributed Artificial Intelligence (Multi-agent System) o Component Engineering o Artificial Neural Networks • Undergraduate Level o Artificial Intelligence o Fundamentals of Programming o Advanced Programming Publications (Top) Refereed International Journal Papers ۱. A. Nikanjam, H. Sharifi, A. Rahmani, Efficient Model Building in Competent Genetic Algorithms using DSM Clustering, AI Communications, Vol ۲۴, No. ۳, IOS Press, ۲۱۳-۲۳۱, ۲۰۱۱. ۲. V. Rafe, A.T. Rahmani, R. Rafeh, Formal Analysis of UML ۲.۰ Activities Using Graph Transformation Systems, International Journal of Software Engineering and Knowledge Engineering (IJSEKE), World Scientific Publishing, Vol. ۲۰, No. ۵, pp. ۶۷۹-۶۹۴, ۲۰۱۰. ۳. V. Rafe, A. T. Rahmani, L. Baresi, P. Spoletini, Towards Automated Verification of Layered Graph Transformation Specifications, Journal of IET Software, Vol.۳ No.۴, pp. ۲۷۶-۲۹۱, ۲۰۰۹. ۴. M. Sharifi, H. Momeni, V. Rafe, Optimal Real-Time Task Allocation in Wireless Sensor Actor Networks, Australian Journal of Basic and Applied Sciences, , Vol. ۴, No. ۸, pp. ۳۴۵۵-۳۴۶۶, ۲۰۱۰. ۵. V. Rafe and A. T. Rahmani, A Novel Approach to verify graph Schema-Based software systems, journal of Software Engineering and Knowledge Engineering (IJSEKE), World Scientific Publishing, Vol. ۱۹, No. ۶, pp. ۸۵۷-۸۷۰, ۲۰۰۹. ۶. V. Rafe and A. T. Rahmani, Towards Automated Software Model Checking Using Graph Transformation Systems and Bogor, journal of Zhejiang University- Science A (JZUS), Springer, No.۸, pp. ۱۰۹۳-۱۱۰۵, ۲۰۰۹. ۷. A. Hamzeh, A. Rahmani, A New Architecture for Learning Classifier Systems to Solve POMDP Problems, Fundamenta Informaticae, Vol. ۸۴, No.۳&۴, pp. ۳۲۹-۳۵۱, ۲۰۰۸. ۸. A. Hamzeh, A. Rahmani, Approximating arbitrary reinforcement signal by learning classifier systems with using micro genetic algorithm, Fundamenta Informaticae, Vol. ۸۶, No.۱, pp. ۹۳-۱۱۱, ۲۰۰۸. ۹. A. Hamzeh, A. Rahmani, Approximating the Environmental Reinforcement Signal with Non-Linear Polynomials Using Learning Classifier Systems, International Journal of Innovative Computing, Information and Control, Vol.۴, No. ۷, pp. ۱۷۹۷-۱۸۰۹, ۲۰۰۸. ۱۰. Ali Hamzeh, Adel Torkaman Rahmani , A Fuzzy System to Control Exploration Rate in XCS, Springer LNAI ۴۳۹۹, ۲۰۰۷. ۱۱. Ali Hamzeh, Adel Torkaman Rahmani, A Pattern Based Evolutionary Approach to Prediction Computation in XCSF, Springer LNCS ۴۲۲۱, ۲۰۰۶. ۱۲. Adel Torkaman Rahmani, Vahid Rafe, Saeed Sedighian Kashi and Amin Abbaspour, An MDA-Based Modeling and Design of Service Oreinted Architectures, Springer LNCS pages ۵۷۸-۵۸۵, ۲۰۰۶ ۱۳. Ali Hamzeh, Adel Torkaman Rahmani, An Evolutionary Function Approximation Approach to Compute Prediction in XCSF, Lecture Notes in Computer Science (LNCS), No. Volume ۳۷۲۰/۲۰۰۵, Springer-Verlag, ISBN: ۹۷۸-۳-۵۴۰-۲۹۲۴۳-۲. ۱۴. Mohsen Sharifi, Adel Torkaman Rahmani, Vahid Rafe and Hossein Momeni, CORBA Components Collocation Optimization Enhanced with Local ORB-Like Services Support, Lecture Notes in Computer Science (LNCS), No. ۳۲۹۱, Springer-Verlag, ISBN: ۳-۵۴۰-۲۳۶۶۲-۷, pp. ۱۱۴۳-۱۱۵۴, October ۲۰۰۴. Refereed Conference Papers ۱. Sharifi, H., Nikanjam, A., Rahmani, A., Interaction Detection for Hybrid Decomposable Problems, in the Proceedings of Genetic and Evolutionary Computation COnference (GECCO-۲۰۱۱), Dublin, Ireland, ACM Press, ۱۲۰۳-۱۲۱۰, ۲۰۱۱. ۲. Nikanjam, A., Sharifi, H., Helmi, B.H., Rahmani, A., A New DSM Clustering Algorithm for Linkage Groups Identification, in the Proceedings of Genetic and Evolutionary Computation COnference (GECCO-۲۰۱۰), Portland, Oregon, USA, ACM Press, ۳۶۷-۳۶۸, ۲۰۱۰. ۳. Nikanjam, A., Sharifi, H., Helmi, B.H., Rahmani, A., Enhancing the Efficiency of Genetic Algorithm by Identifying Linkage Groups Using DSM Clustering, in the Proceedings of IEEE Congress on Evolutionary Computation (CEC۲۰۱۰), Barcelona, Spain, IEEE Press, ۱-۸, ۲۰۱۰. ۴. Karshenas, H, Nikanjam, A., Helmi, B.H., Rahmani, A., Combinatorial Effects of Local Structures and Scoring Metrics in Bayesian Optimization Algorithm, in the proceeding of ۲۰۰۹ World Summit on Genetic and Evolutionary Computation, Shanghai, China, ۲۶۳-۲۷۰, ۲۰۰۹. ۵. Karshenas, H, Nikanjam, A., Helmi, B.H., Rahmani, A., Model Accuracy for Hierarchical Problems, in the proceeding of IEEE international conference on Intelligent Computing and Intelligent Systems (ICIS۲۰۰۹), Shanghai, China, ۸۵۲-۸۵۶, ۲۰۰۹. ۶. H. Momeni, V. Rafe, M. Sharifi, A. T. Rahmani, A Graph Transformation-Based Approach to Task Allocation in Wireless Sensor Actor Networks, in Proc. of ۲۱st IEEE International Conference on Software Engineering and Knowledge Engineering (SEKE۰۹), USA, ۲۰۰۹. ۷. V. Rafe, A. T. Rahmani, Formal Analysis of Workflows Using UML ۲.۰ Activities and Graph Transformation Systems, in Proc. of ۵th International Colloquium on Theoretical Aspects of Computing (ICTAC), Lectute Notes in Computer Science (LNCS), ISSN: ۰۳۰۲-۹۷۴۳pp. ۳۰۵-۳۱۸, Istanbul, Turkey, (۲۰۰۸) ۸. V. Rafe, A. T. Rahmani, A Graph Transformation-Based Approach to Formal Modeling and Verification of Workflows, Proc. of the ۱۳th Int&#۳۹;l CSI Computer Conference (CSICC&#۳۹;۰۸), Kish Island, Iran, Communications in Computer and Information Science (CCIS), Springer (۲۰۰۸) ۹. Adel T. Rahmani, Vahid Rafe, On the Analysis and Verification of Graph Transformation Systems, the ۳rd International Conference of Knowledge and Information Technology (IKT۲۰۰۷), Mashad, Iran, ۲۰۰۷. ۱۰. A. Hamzeh, A. Rahmani, A New Architecture of XCS to Approximate Real-Valued Functions Based on High Order Polynomials Using Variable-Length GA, ICNC ۲۰۰۷, Third International Conference on Natural Computation, Volume ۳, pp. ۵۱۵ - ۵۱۹. ۱۱. Luciano Baresi, Vahid Rafe, Paola Spoletini and Adel Rahmani, An Efficient Model Checking Approach for Graph Transformation Systems, In proceedings of GT-VC ۲۰۰۷. http://www.ti.inf.uni-due.de/events/gtvc۲۰۰۷/ ۱۲. A. Hamzeh, A. Rahmani, Extending XCSFG beyond Linear Approximation, CEC ۲۰۰۶. IEEE Congress on Evolutionary Computation, pp. ۲۲۴۶ - ۲۲۵۳, ۲۰۰۶. ۱۳. A. Hamzeh, A. Rahmani, N. Parsa, Intelligent Exploration Method to Adapt Exploration Rate in XCS, Based on Adaptive Fuzzy Genetic Algorithm, ۲۰۰۶, IEEE Conference on Cybernetics and Intelligent Systems, pp:۱ - ۶. ۱۴. Adel Torkaman Rahmani, Vahid Rafe, Saeed Sedighian and Amin Abbaspour, An MDA-Based Modeling and Design of Service Oriented Architechtures, International Conference on Computational Science (۳) (ICCS ۲۰۰۶), pages ۵۷۸-۵۸۵, ۲۰۰۶. ۱۵. A. Hamzeh, A. Rahmani, Intelligent Exploration Method for XCS, Genetic and Evolutionary Computation Conference (GECCO۲۰۰۵) workshop program, pp. ۱۰۰-۱۰۲, ACM Press, ۲۰۰۵. ۱۶. A. Hamzeh, A. Rahmani, Pattern Based Adaptive Uniform Recombination in XCS, ۱۰&#۳۹;th Computer Society of Iran, Computer Conference, Tehran, Iran, ۲۰۰۵. ۱۷. A. Hamzeh, A. Rahmani, A New Selection Method for Genetic Algorithms based on Genotypic Information of the Population, ۱۰&#۳۹;th Computer Society of Iran, Computer Conference, Tehran, Iran, ۲۰۰۵. ۱۸. Adel Torkaman Rahmani, Vahid Rafe, Comparison and Analysis of Distributed Technologies in IT Environments, In Proceedings of ۱۰th Iranian International Computer Conference, ۲۰۰۵ (In Persian). ۱۹. Sattar Hashemi, Vahid Rafe, Adel Torkaman Rahmani, Mohamad Reza Kangavari, Pooya Shareghi, Navid Imani, A Novel Distributed Clustering Approach for Noisy and Huge Data, In Proceedings of ۱۰th Iranian International Computer Conference, ۲۰۰۵ (In Persian). ۲۰. H. Momeni, M. Sharifi, A. T. Rahmani and V. Rafe, Providing Local ORB-Like Services to Collocated CORBA Components, In Proceeding of the IEEE Conference on Cluster and HeteroPar, Boston, Masachusete, USA, ۲۰۰۵. ۲۱. A. Hamzeh, A. Rahmani, Adaptive Crossover in Genetic Algorithms Using Pattern Based Method, ۹&#۳۹;th Computer Society of Iran Computer Conference, Tehran, Iran, ۲۰۰۴. ۲۲. R. Shamsaei, A. Hamzeh, A. Rahmani, Adaptive Genetic Algorithms Based on Learning Classifier Systems, ۹&#۳۹;th Computer Society of Iran Computer Conference, Tehran, Iran, ۲۰۰۴. ۲۳. R. Shamsaei, A. Hamzeh, A. Rahmani, Fuzzy Adaptive Genetic Algorithms Based on Learning Classifier Systems, ۵&#۳۹;Th Iranian Conference on Fuzzy Sets and Systems, ۲۰۰۴. ۲۴. Mohsen Sharifi, Adel Torkaman Rahmani, Vahid Rafe and Hossein Momeni, CORBA Components Collocation Optimization Enhanced with Local ORB-Like Services Support, Distributed Objects and Application Conference (DOA۰۴), pp. ۱۱۴۳-۱۱۵۴, October ۲۰۰۴. ۲۵. A. Hamzeh, A. Rahmani, M.R. Jahed Motlagh, Intelligent Routing in IP-Based Networks: A New Approach using Learning Classifier Systems, ۱۱&#۳۹;th Iranian Conference of Electrical Engineering, Shiraz, Iran, ۲۰۰۳. ۲۶. A. Hamzeh, A. Rahmani, S.D. Katebi, Automated Fuzzy System Generation Using Coevolving Learning Classifier Systems, ۴&#۳۹;Th Iranian Conference in Fuzzy Systems, Tehran, Iran, ۲۰۰۳. ۲۷. A. Hamzeh, A. Rahmani, Intelligent Routing in IP-Based Networks Using Multiple Genetic Learning Agents, International Symposium on Telecommunication, Shiraz, Iran, ۲۰۰۳. PhD Students • Ali Hamzeh • Vahid Rafe • Amin Nikanjam • B.H. Helmi • Meisam Ahmadi

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