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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: 16846-13114 Office Phone: +98-21-7391-3324 Office Fax: +98-21-7322-8307 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, 1996. 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, 1992. Supervisor: Prof. Norihiko Ono. • B.Sc. Joint Honors in Computer Science and Accounting, Computer Science Department, The Victoria University of Manchester, Manchester, United Kingdom, 1981 Academic Positions (Top) • Head, Department of Artificial Intelligence, School of Computer Engineering, IUST, Tehran, Iran, 2007-present. • Research Deputy, School of Computer Engineering, IUST, Tehran, Iran, 2005-2007. • Member, Information Technology Research Center, IUST, Tehran, Iran, 2001 – 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 1. A. Nikanjam, H. Sharifi, A. Rahmani, Efficient Model Building in Competent Genetic Algorithms using DSM Clustering, AI Communications, Vol 24, No. 3, IOS Press, 213-231, 2011. 2. V. Rafe, A.T. Rahmani, R. Rafeh, Formal Analysis of UML 2.0 Activities Using Graph Transformation Systems, International Journal of Software Engineering and Knowledge Engineering (IJSEKE), World Scientific Publishing, Vol. 20, No. 5, pp. 679-694, 2010. 3. V. Rafe, A. T. Rahmani, L. Baresi, P. Spoletini, Towards Automated Verification of Layered Graph Transformation Specifications, Journal of IET Software, Vol.3 No.4, pp. 276-291, 2009. 4. M. Sharifi, H. Momeni, V. Rafe, Optimal Real-Time Task Allocation in Wireless Sensor Actor Networks, Australian Journal of Basic and Applied Sciences, , Vol. 4, No. 8, pp. 3455-3466, 2010. 5. 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. 19, No. 6, pp. 857-870, 2009. 6. 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.8, pp. 1093-1105, 2009. 7. A. Hamzeh, A. Rahmani, A New Architecture for Learning Classifier Systems to Solve POMDP Problems, Fundamenta Informaticae, Vol. 84, No.3&4, pp. 329-351, 2008. 8. A. Hamzeh, A. Rahmani, Approximating arbitrary reinforcement signal by learning classifier systems with using micro genetic algorithm, Fundamenta Informaticae, Vol. 86, No.1, pp. 93-111, 2008. 9. 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.4, No. 7, pp. 1797-1809, 2008. 10. Ali Hamzeh, Adel Torkaman Rahmani , A Fuzzy System to Control Exploration Rate in XCS, Springer LNAI 4399, 2007. 11. Ali Hamzeh, Adel Torkaman Rahmani, A Pattern Based Evolutionary Approach to Prediction Computation in XCSF, Springer LNCS 4221, 2006. 12. Adel Torkaman Rahmani, Vahid Rafe, Saeed Sedighian Kashi and Amin Abbaspour, An MDA-Based Modeling and Design of Service Oreinted Architectures, Springer LNCS pages 578-585, 2006 13. Ali Hamzeh, Adel Torkaman Rahmani, An Evolutionary Function Approximation Approach to Compute Prediction in XCSF, Lecture Notes in Computer Science (LNCS), No. Volume 3720/2005, Springer-Verlag, ISBN: 978-3-540-29243-2. 14. 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. 3291, Springer-Verlag, ISBN: 3-540-23662-7, pp. 1143-1154, October 2004. Refereed Conference Papers 1. Sharifi, H., Nikanjam, A., Rahmani, A., Interaction Detection for Hybrid Decomposable Problems, in the Proceedings of Genetic and Evolutionary Computation COnference (GECCO-2011), Dublin, Ireland, ACM Press, 1203-1210, 2011. 2. 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-2010), Portland, Oregon, USA, ACM Press, 367-368, 2010. 3. 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 (CEC2010), Barcelona, Spain, IEEE Press, 1-8, 2010. 4. 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 2009 World Summit on Genetic and Evolutionary Computation, Shanghai, China, 263-270, 2009. 5. 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 (ICIS2009), Shanghai, China, 852-856, 2009. 6. 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 21st IEEE International Conference on Software Engineering and Knowledge Engineering (SEKE09), USA, 2009. 7. V. Rafe, A. T. Rahmani, Formal Analysis of Workflows Using UML 2.0 Activities and Graph Transformation Systems, in Proc. of 5th International Colloquium on Theoretical Aspects of Computing (ICTAC), Lectute Notes in Computer Science (LNCS), ISSN: 0302-9743pp. 305-318, Istanbul, Turkey, (2008) 8. V. Rafe, A. T. Rahmani, A Graph Transformation-Based Approach to Formal Modeling and Verification of Workflows, Proc. of the 13th Int'l CSI Computer Conference (CSICC'08), Kish Island, Iran, Communications in Computer and Information Science (CCIS), Springer (2008) 9. Adel T. Rahmani, Vahid Rafe, On the Analysis and Verification of Graph Transformation Systems, the 3rd International Conference of Knowledge and Information Technology (IKT2007), Mashad, Iran, 2007. 10. A. Hamzeh, A. Rahmani, A New Architecture of XCS to Approximate Real-Valued Functions Based on High Order Polynomials Using Variable-Length GA, ICNC 2007, Third International Conference on Natural Computation, Volume 3, pp. 515 - 519. 11. Luciano Baresi, Vahid Rafe, Paola Spoletini and Adel Rahmani, An Efficient Model Checking Approach for Graph Transformation Systems, In proceedings of GT-VC 2007. http://www.ti.inf.uni-due.de/events/gtvc2007/ 12. A. Hamzeh, A. Rahmani, Extending XCSFG beyond Linear Approximation, CEC 2006. IEEE Congress on Evolutionary Computation, pp. 2246 - 2253, 2006. 13. A. Hamzeh, A. Rahmani, N. Parsa, Intelligent Exploration Method to Adapt Exploration Rate in XCS, Based on Adaptive Fuzzy Genetic Algorithm, 2006, IEEE Conference on Cybernetics and Intelligent Systems, pp:1 - 6. 14. 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 (3) (ICCS 2006), pages 578-585, 2006. 15. A. Hamzeh, A. Rahmani, Intelligent Exploration Method for XCS, Genetic and Evolutionary Computation Conference (GECCO2005) workshop program, pp. 100-102, ACM Press, 2005. 16. A. Hamzeh, A. Rahmani, Pattern Based Adaptive Uniform Recombination in XCS, 10'th Computer Society of Iran, Computer Conference, Tehran, Iran, 2005. 17. A. Hamzeh, A. Rahmani, A New Selection Method for Genetic Algorithms based on Genotypic Information of the Population, 10'th Computer Society of Iran, Computer Conference, Tehran, Iran, 2005. 18. Adel Torkaman Rahmani, Vahid Rafe, Comparison and Analysis of Distributed Technologies in IT Environments, In Proceedings of 10th Iranian International Computer Conference, 2005 (In Persian). 19. 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 10th Iranian International Computer Conference, 2005 (In Persian). 20. 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, 2005. 21. A. Hamzeh, A. Rahmani, Adaptive Crossover in Genetic Algorithms Using Pattern Based Method, 9'th Computer Society of Iran Computer Conference, Tehran, Iran, 2004. 22. R. Shamsaei, A. Hamzeh, A. Rahmani, Adaptive Genetic Algorithms Based on Learning Classifier Systems, 9'th Computer Society of Iran Computer Conference, Tehran, Iran, 2004. 23. R. Shamsaei, A. Hamzeh, A. Rahmani, Fuzzy Adaptive Genetic Algorithms Based on Learning Classifier Systems, 5'Th Iranian Conference on Fuzzy Sets and Systems, 2004. 24. 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 (DOA04), pp. 1143-1154, October 2004. 25. A. Hamzeh, A. Rahmani, M.R. Jahed Motlagh, Intelligent Routing in IP-Based Networks: A New Approach using Learning Classifier Systems, 11'th Iranian Conference of Electrical Engineering, Shiraz, Iran, 2003. 26. A. Hamzeh, A. Rahmani, S.D. Katebi, Automated Fuzzy System Generation Using Coevolving Learning Classifier Systems, 4'Th Iranian Conference in Fuzzy Systems, Tehran, Iran, 2003. 27. A. Hamzeh, A. Rahmani, Intelligent Routing in IP-Based Networks Using Multiple Genetic Learning Agents, International Symposium on Telecommunication, Shiraz, Iran, 2003. PhD Students • Ali Hamzeh • Vahid Rafe • Amin Nikanjam • B.H. Helmi • Meisam Ahmadi

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