Dr. Abtin Nourmohammadzadeh

• mathematical modelling
• exact, heuristic and meta-heuristic optimization
• application of operations research methods for problems in transport and logistics
• artificial neuronal networks (ANNs)
• statistical data analysis

Abtin Nourmohammadzadeh and Sven Hartmann, Fuel Efficient Truck Platooning with Time Restrictions and Multiple Speeds Solved by a Particle Swarm Optimisation, Theory and Practice of Natural Computing, 7th International Conference, TPNC 2017, 12-14 December 2018, Dublin, Ireland, pages 188-200 , Springer International Publishing, DOI: 10.1007/978-3-030-04070-3_15, Link

Abtin Nourmohammadzadeh and Sven Hartmann, Fuel-Efficient Truck Platooning by a Novel Meta-Heuristic Inspired from Ant Colony Optimisation, Soft Computing (2018) 9:1–14, DOI:10.1007/s00500-018-3518-x, Link

Abtin Nourmohammadzadeh and Sven Hartmann, A Parallel Hybrid GA-PSO Approach with Dynamic Rule Based Parameter Setting, In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2017), 15-19 July 2017, Berlin, Germany, pages 15-19, DOI:10.1145/3067695.3076051, Link

Abtin Nourmohammadzadeh and Sven Hartmann, The Fuel-Efficient Platooning of Heavy Duty Vehicles by Mathematical Programming and Genetic Algorithm, Theory and Practice of Natural Computing, 5th International Conference, TPNC 2016, 12-13 December 2016, Sendai, Japan, pages 46-57 , Springer International Publishing, DOI: 10.1007/978-3-319-49001-4_4, Link

Abtin Nourmohammadzadeh and Sven Hartmann, Fault Classification of a Centrifugal Pump in Normal and Noisy Environment with Artificial Neural Network and Support Vector Machine Enhanced by a Genetic Algorithm, Theory and Practice of Natural Computing, 4th International Conference, TPNC 2015, 15-16 December 2015, Mieres, Spain, pages 58-70 , Springer International Publishing, DOI: 10.1007/978-3-319-2684-5_5 , Link

Abtin Nourmohammadzadeh and Sven Hartmann, An Efficient Simulated Annealing for the Integrated Problem of Berth Allocation and Quay Crane Assignment in Seaside Container Terminals, 7th Multidisciplinary International Conference on Scheduling: Theory and Applications, MISTA 2015, 25-28 August 2015, Prague, Czech Republic, pages 154-164, Link

Hamed Rafiei, Masoud Rabbani, Hossein Dashti and Abtin Nourmohammadzadeh, Cell Formation Problem with Alternative Process Plans and Alternative Routes Considering Defect Rates, International Journal of Scientific & Engineering Research, Volume 4, Issue 5, May 2013, ISSN:2229-5518, Link

A. Azadeh, M. Saberi, V. Ebrahimpour, A. Nourmohammadzadeh and Z. Saberi. A Flexible Algorithm for Fault Diagnosis in a Centrifugal Pump with Corrupted Data and Noise based on ANN and Support Vector Machine with Hyper-Parameters Optimisation. Applied Soft Computing Journal 13(3), pages 1478-1485, 2013, DOI: 10.1016/j.asoc.2012.06.020., Link

Abtin Nourmohammadzadeh and Reza Tavakkoli-Moghaddam, Arrival and Departure Scheduling at Hub Airports Considering Airlines Level, International Journal of Mechanical, Aerospace, Industrial, Mechatronic and Manufacturing Engineering, 2012, 6, pages 121-127, Link

M. Saberi, A. Azadeh, A. Nourmohammadzadeh and P. Pazhoheshfar, Comparing Performance and Robustness of SVM and ANN for Fault Diagnosis in a Centrifugal Pump, 19th International Congress on Modelling and Simulation, Perth, Australia, December 2011, pages 12-16, Link