STAFF PROFILE
Associate Professor Andy Song
Position:
Associate Professor
College / Portfolio:
School of Science Cluster
School / Department:
Computer Science and Information Tech
Phone:
99259761
Email:
andy.song@rmit.edu.au
Campus:
Melbourne City Campus
Contact me about:
Research supervision
- Sabar, N.,Bhaskar, A.,Chung, E.,Turky, A.,Song, A. (2019). A self-adaptive evolutionary algorithm for dynamic vehicle routing problems with traffic congestion In: Swarm and Evolutionary Computation, 44, 1018 - 1027
- Li, M.,Wei, J.,Song, A.,Liu, Y. (2019). Objective Reduction Using Objective Sampling and Affinity Propagation for Many-Objective Optimization Problems In: IEEE Access, 7, 68392 - 68403
- Sabar, N.,Turky, A.,Song, A.,Sattar, A. (2019). (In Press) An evolutionary hyper-heuristic to optimise deep belief networks for image reconstruction In: Applied Soft Computing Journal, , 1 - 8
- Xie, J.,Mei, Y.,Ernst, A.,Li, X.,Song, A. (2018). A bi-level optimization model for grouping constrained storage location assignment problems In: IEEE Transactions on Cybernetics, 48, 385 - 398
- Turky, A.,Sabar, N.,Song, A. (2018). Cooperative evolutionary heterogeneous simulated annealing algorithm for google machine reassignment problem In: Genetic Programming and Evolvable Machines, 19, 183 - 210
- Sabar, N.,Yi, X.,Song, A. (2018). A Bi-objective Hyper-Heuristic Support Vector Machines for Big Data Cyber-Security In: IEEE Access, 6, 10421 - 10431
- Sabar, N.,Turky, A.,Leenders, M.,Song, A. (2018). Multi-population genetic algorithm for cardinality constrained portfolio selection problems In: Lecture Notes in Computer Science, 10860 LNCS, 129 - 140
- Yang, X.,Yi, X.,Ryan, C.,van Schyndel, R.,Han, F.,Nepal, S.,Song, A. (2017). A verifiable ranked choice internet voting system In: Proceedings of the 18th International Conference on Web Information Systems Engineering (WISE 2017), Pushchino, Russia, 7-11 November 2017
- Muehlbauer, M.,Burry, J.,Song, A. (2017). Automated Shape Design by Grammatical Evolution In: Proceedings of the 6th International Conference, Computational Intelligence in Music, Sound, Art and Design��(EvoMUSART 2017), Amsterdam, The Netherlands, 19-21 April 2017
- Muehlbauer, M.,Song, A.,Burry, J. (2017). Towards Intelligent Control in Generative Design In: Proceedings of the 17th International Conference on Computer Aided Architectural Design futures: Future Trajectories (CAADFutures 2017), Istanbul, Turkey, 12-14 July 2017
- Mornington Peninsula Smart Parking and Amenities for High Demand Areas (administered by Mornington Peninsula Shire Council). Funded by: Smart Cities and Suburbs Program - 2017 onwards from (2019 to 2020)
- Data61 PhD Top-up Scholarship - Heterogeneous Framework for Constrained Optimisation. Funded by: Data61 (CSIRO contract) from (2017 to 2018)
- FWPA Data Aggregation Program - Data Security. Funded by: Forest and Wood Products RDC Projects Grant 2015 from (2015 to 2015)
- Planning and Learning in BDI Agents. Funded by: ARC Linkage Project 2005 Round 1 from (2005 to 2008)
- Improving Genetic Programming for Classification based on a Multiobjective Approach. Funded by: VPAC Expertise Grant pre-2014 from (2004 to 2005)
Note: Supervision projects since 2004
5 PhD Completions5 PhD Current Supervisions
Machine Learning. Learning in Mulit-agent Environment. Evolutionary computation. Texture Analysis