Xin Yao's Research Interests: Self-adaptation


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Selected Papers

  1. K. H. Liang, X. Yao and C. S. Newton, ``Adapting self-adaptive parameters in evolutionary algorithms,'' Applied Intelligence, 15(3):171-180, November/December 2001.
    Available as a gzipped ps file.

  2. K.-H. Liang, X. Yao and C. Newton, ``Evolutionary search of approximated N-dimensional landscapes,'' International Journal of Knowledge-Based Intelligent Engineering Systems, 4(3):172-183, July 2000.
    Available as a gzipped ps file.

  3. T. Schnier and X. Yao, ``Using Multiple Representations in Evolutionary Algorithms,'' Proceedings of the 2000 Congress on Evolutionary Computation, IEEE Press, Piscataway, NJ, USA, July 2000. pp.479-486.

  4. X. Yao, Y. Liu and G. Lin, ``Evolutionary programming made faster,'' IEEE Transactions on Evolutionary Computation, 3(2):82-102, July 1999.
    Available as tec22r2_online.ps.gz.

  5. K.-H. Liang, X. Yao, and C. Newton, ``Dynamic Control of Adaptive Parameters in Evolutionary Programming,'' In Simulated Evolution and Learning: the Second Asia-Pacific Conference on Simulated Evolution and Learning, SEAL'98, Selected Papers, Lecture Notes in Artificial Intelligence, Volume 1585, pp.42-49, Springer-Verlag, Berlin, 1999.
    Available as seal98_dLB.ps.gz.

  6. K.-H. Liang, X. Yao, Y. Liu, C. Newton and D. Hoffman, ``An experimental investigation of self-adaptation in evolutionary programming,'' Evolutionary Programming VII: Proc. of the Seventh Annual Conference on Evolutionary Programming (EP98), Lecture Notes in Computer Science, Vol. 1447, V. W. Porto, N. Saravanan, D. Waagen and A. E. Eiben (ed.), Springer-Verlag, Berlin, pp.755-764, 1998.
    Available as ep98_ep.ps.gz.

  7. X. Yao and Y. Liu, ``Fast evolution strategies,'' Control and Cybernetics. 26(3):467-496, 1997.
    Available as control_cybernetics.ps.gz.