Evolutionary Computing Based Methodologies for Modelling, Simulation and Analysis

Publications

Publications


  1. Low, Chandramohan, and Choo. Application of Multi-objective Bee Colony Optimization Algorithm to Automated Red Teaming. In WSC ’09: Proceedings of the 41th Winter Simulation Conference, pages 1798–1808, 2009. ACM press.
  2. Xu, Low, Choo. Enhancing Automated Red Teaming with Evolvable Simulation. In Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation, 687–694. 2009. ACM press.
  3. Zeng, Low, Decraene, Zhou, Cai. Self-Adaptive Mechanism for Multi-objective Evolutionary Algorithms. In proceedings of the International Conference on Artificial Intelligence and Applications, IMECS’10. Pages 7-12. 2010 IAENG press.
  4. Decraene, Anderson, Low. Maritime Counter-piracy Study using Agent-based Simulations. In proceeding of the 10th Military Modeling and Simulation Symposium – SpringSim’10. Pages 82-89. 2010 ACM press.
  5. Decraene, Zeng, Low, Zhou, Cai, Research Advances in Automated Red Teaming. In proceeding of the 42nd Annual Simulation Symposium – SpringSim’10. Pages 145-152. 2010 ACM press.
  6. Zeng, Decraene, Low, Hingston, Cai, Zhou, Chandramohan, Autonomous Bee Colony Optimization for Multi-objective Function. In Proceedings of the IEEE Congress of  Evolutionary Computation 2010. Pages 1-8. 2010 IEEE press.
  7. Decraene, Yong, Low, Zhou, Cai, Choo, Evolving Agent-based Simulations in the Clouds.In Proceedings of 3rd International Workshop  on Advanced Computational Intelligence 2010.Pages 244-249.  IEEE Press.
  8. Decraene, Chandramohan, Low, Choo, Evolvable Simulations Applied To Automated Red Teaming: A Preliminary Study. In Proceedings of the Wintersim 2010 Conference, Pages 1444-1455. ACM Press.
  9. Decraene, Low, Zeng, Zhou, Cai. Automated Modeling and Analysis Of Agent-based Simulations using the CASE framework. Submitted to 11th International Conference on Control, Automation, Robotics and Vision 2010. Pages 346-351. IEEE Press.
  10. Zeng, Decraene, Low, Zhou, Cai. Diversity-Driven Self-adaptation in Evolutionary Algorithms. Intelligent Control and Computer Engineering. Pages 95-106. 2011, Springer.
  11. Zeng, Decraene, Low, Cai, Zhou, Hingston, High-dimensional Objective-based Data Farming, IEEE Symposium on Computational Intelligence for Security and Defense Applications, 2011. To Appear IEEE Press.
  12. Zeng, Decraene, Low, Cai, Hingston. Studies of Pareto-based Multi-objective Competitive Coevolutionary Dynamics. In Proceedings of the IEEE Congress of  Evolutionary Computation 2011. 2011 To Appear IEEE press.
  13. Decraene, Low, Hingston. Evolving Tactical Plans for Strategy Games using Automated Red Teaming. In Proceedings of the 4th International Games and Allied Technology Conference. 2011, To Appear, GSTF.
  14. Decraene, Chandramohan, Zeng, Low, Cai. Evolving Agent-based Model Structures using Variable Length Genomes. In Proceedings of the 3rd Workshop on Optimization for Multi-agent Systems at AAMAS'11. To Appear Springer.
  15. Decraene, Lee, Zeng, Chandramohan, Yong, Low. Evolutionary Design of Agent-based Simulation Experiments (demonstration). In Proceedings of the AAMAS'11. To Appear, ACM Press.
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