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2012

Refereed Journal Papers

  1. T. Chen, K. Tang, G. Chen and X. Yao, "A Large Population Size Can Be Unhelpful in Evolutionary Algorithms," Theoretical Computer Science, 436: 54-70, June 2012.
  2. Z. Yang, X. Li, C. P. Bowers, T. Schnier, K. Tang and X. Yao, "An Efficient Evolutionary Approach to Parameter Identification in a Building Thermal Model," IEEE Transactions on Systems, Man, and Cybernetics: Part C, 42(6): 957-969, November 2012.
  3. R. Wang and K. Tang, "Feature selectionfor MAUC-oriented classification systems," Neurocomputing, 89: 39-54, July 2012.
  4. A. Devert, T. Weise and K. Tang, "A Study on Scalable Representations for Evolutionary Optimization of Ground Structures," Evolutionary Computation 20(3):453-472, Fall 2012.
  5. X. Lu and K. Tang, "Classification- and Regression-Assisted Differential Evolution for Computationally Expensive Problems," Journal of Computer Science and Technology 27(5): 1024-1034, September 2012.
  6. T. Weise, R. Chiong, and K. Tang, "Evolutionary Optimization: Pitfalls and Booby Traps," Journal of Computer Science and Technology (JCST), 27(5): 907-936, September 2012
  7. T. Weise and K. Tang, "Evolving Distributed Algorithms with Genetic Programming," IEEE Transactions on Evolutionary Computation, 16(2): 242-265, April 2012. (Highlighted by the IEEE Computational Intelligence Magazine as a "Publication Spotlight" in its August 2012 issue, Page 12.)
  8. Rodrigo G. F. Soares, Huanhuan Chen, Xin Yao. "Semisupervised Classification With Cluster Regularization." IEEE Transactions Neural Networks and Learning Systems , 23(11): 1779-1792 (2012). [download] [Matlab software]

Refereed Papers in Conference Proceedings

  1. Q. Huang, G. Jia, T. White, M. Musolesi, N. Turan, K. Tang, S. He, J. K. Heath and X. Yao, "Community Detection Using Cooperative Co-evolutionary Differential Evolution," in Proceedings of the 12th International Conference on Parallel Problem Solving From Nature. Taormina, Italy, September 1-5, 2012
  2. T. Weise, K. Tang and A. Devert: "A Developmental Solution to (Dynamic) Capacitated Arc Routing Problems using Genetic Programming," in Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'12), Philadelphia, PA, USA, July 7–11, 2012, pp. 831-838.
  3. H. Fu, B. Sendhoff, K. Tang, and Xin Yao, "Characterizing environmental changes in Robust Optimization Over Time," in Proceedings of the IEEE Congress on Evolutionary Computation, Brisbane, QLD, Australia, 10-15 June 2012: pp. 1-8