Mazhar Ansari Ardeh

Mazhar Ansari Ardeh profile picture

PhD Student
School of Engineering and Computer Science

Thesis Info

Research Interests: Artificial Intelligence, Machine Learning, Evolutionary Computation
Thesis Title: Genetic Programming Transfer Learning for Solving Uncertain Capacitated Arc Routing
Supervisor: Dr Yi Mei, Prof Mengjie Zhang

 

Publications

Journal Papers

  • Ardeh, M. A., Menhaj, M. B., Esmailian, E., & Zandhessami, H. (2017). EXPLICA: An Explorative Imperialist Competitive Algorithm based on the notion of Explorers with an expansive retention policy. Applied Soft Computing, 54, 74–92. https://doi.org/10.1016/j.asoc.2017.01.025
  • Hafezalkotob, A., Ansari Ardeh, M., & Moharrami, Z. (2016). Game of elimination in a shared market: a novel multi-period game approach to competition of supply chains based on simulation. International Journal of Management Science and Engineering Management, 12(3), 174–185. https://doi.org/10.1080/17509653.2016.1173601

Book Chapters

  • Mei Y., Ardeh M.A., Zhang M. (2021) Knowledge Transfer in Genetic Programming Hyper-heuristics. In: Pillay N., Qu R. (eds) Automated Design of Machine Learning and Search Algorithms. Natural Computing Series. Springer, Cham. https://doi.org/10.1007/978-3-030-72069-8_9

Conference Papers

  • Ardeh, M. A., Mei, Y., & Zhang, M. (2021) A Novel Multi-Task Genetic Programming Approach to Uncertain Capacitated Arc Routing Problem. Proceedings of the ACM Genetic and Evolutionary Computation Conference (GECCO). https://doi.org/10.1145/3449639.3459322
  • Ardeh, M. A., Mei, Y., & Zhang, M. (2020). A GPHH with Surrogate-assisted Knowledge Transfer for Uncertain Capacitated Arc Routing Problem. IEEE Symposium Series on Computational Intelligence, 2786-2793. https://doi.org/10.1109/SSCI47803.2020.9308398
  • Ardeh, M. A., Mei, Y., & Zhang, M. (2020). Diversity-driven Knowledge Transfer for GPHH to Solve Uncertain Capacitated Arc Routing Problem. IEEE Symposium Series on Computational Intelligence, 2407-2414. https://doi.org/10.1109/SSCI47803.2020.9308501
  • Ardeh, M. A., Mei, Y., & Zhang, M. (2020). A Parametric Framework for Genetic Programming with Transfer Learning for Uncertain Capacitated Arc Routing Problem. AI 2020: Advances in Artificial Intelligence, 150–162. https://doi.org/10.1007/978-3-030-64984-5_12
  • Ardeh, M. A., Mei, Y., & Zhang, M. (2020). Genetic Programming Hyper-Heuristics with Probabilistic Prototype Tree Knowledge Transfer for Uncertain Capacitated Arc Routing Problems. 2020 IEEE Congress on Evolutionary Computation (CEC), 1–8. https://doi.org/10.1109/CEC48606.2020.9185714
  • Ardeh, M. A., Mei, Y., & Zhang, M. (2019). Transfer Learning in Genetic Programming Hyper-heuristic for Solving Uncertain Capacitated Arc Routing Problem. 2019 IEEE Congress on Evolutionary Computation (CEC) , 49–56. https://doi.org/10.1109/CEC.2019.8789920
  • Ardeh, M. A., Mei, Y., & Zhang, M. (2019). A novel genetic programming algorithm with knowledge transfer for uncertain capacitated arc routing problem. PRICAI 2019: Trends in Artificial Intelligence , 196–200. https://doi.org/10.1007/978-3-030-29908-8_16
  • Ardeh, M. A., Mei, Y., & Zhang, M. (2019). Genetic programming hyper-heuristic with knowledge transfer for uncertain capacitated arc routing problem. GECCO '19: Proceedings of the Genetic and Evolutionary Computation Conference Companion , 334–335. https://doi.org/10.1145/3319619.3321988
  • Asadi, S., Ardeh, M. A., Shahrabi, J. (2012). A study on applications of classification and feature selection techniques in Human Talent Management. 6th Iran Data Mining Conference.