Yue Xie

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• Language Competencies

  Language	Competency
  Chinese (Mandarin)	Can read, write, speak, understand spoken and peer review
  English	Can read, write, speak, understand spoken and peer review

• Education

  Date	Institution name	Country	Title
  2018	University of Adelaide	Australia	PhD
  2015 - 2018	Beihang University	China	Research Master

• Research Interests

  Evolution of Developmental Systems Knowledge Representation and Machine Learning Optimisation

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• Journals

  Year	Citation
  2021	Xie, Y., Neumann, A., & Neumann, F. (2021). Heuristic strategies for solving complex interacting stockpile blending problem with chance constraints. GECCO 2021 - Proceedings of the 2021 Genetic and Evolutionary Computation Conference, abs/2102.05303, 1079-1087. DOI
  2018	Xie, Y., Zhou, S., Xiao, Y., Kulturel-Konak, S., & Konak, A. (2018). A β -accurate linearization method of Euclidean distance for the facility layout problem with heterogeneous distance metrics. European Journal of Operational Research, 265(1), 26-38. DOI
  2017	Xiao, Y., Xie, Y., Kulturel-Konak, S., & Konak, A. (2017). A problem evolution algorithm with linear programming for the dynamic facility layout problem—A general layout formulation. Computers & Operations Research, 88, 187-207. DOI
  2016	Zhou, S., Hu, C., Xie, Y., & Chang, W. (2016). Research on supply chain risk assessment with intuitionistic fuzzy information. Journal of Intelligent & Fuzzy Systems, 30(6), 3367-3372. DOI

• Conference Papers

  Year	Citation
  2021	Xie, Y., Neumann, A., Neumann, F., & Sutton, A. M. (2021). Runtime Analysis of RLS and the (1+1) EA for the Chance-constrained Knapsack Problem with Correlated Uniform Weights.. In Proceedings of Genetic and Evolutionary Computation Conference (GECCO'21) Vol. abs/2102.05778 (pp. 1-8). online: ACM. DOI
  2021	Xie, Y., Neumann, A., & Neumann, F. (2021). Heuristic strategies for solving complex interacting stockpile blending problem with chance constraints.. In F. Chicano, & K. Krawiec (Eds.), Genetic and Evolutionary Computation Conference (GECCO'21) (pp. 1079-1087). online: ACM.
  2021	Xie, Y., Neumann, A., & Neumann, F. (2021). Heuristic Strategies for Solving Complex Interacting Large-Scale Stockpile Blending Problems. In Proceedings of Genetic and Evolutionary Computation Conference (GECCO'21) (pp. 1-9). online: ACM.
  2020	Assimi, H., Harper, O., Xie, Y., Neumann, A., & Neumann, F. (2020). Evolutionary bi-objective optimization for the dynamic chance-constrained knapsack problem based on tail bound objectives. In Proceedings of the 24th European Conference on Artificial Intelligence (ECAI 2020), as published in Frontiers in Artificial Intelligence and Applications Vol. 325 (pp. 307-314). Amsterdam, Netherlands: IOS Press BV. DOI Scopus4
  2020	Xie, Y., Neumann, A., & Neumann, F. (2020). Specific single- and multi-objective evolutionary algorithms for the chance-constrained knapsack problem. In Proceedings of the 2020 Genetic and Evolutionary Computation Conference (GECCO'20) (pp. 271-279). New York: Association for Computing Machinery. DOI Scopus4
  2019	Xie, Y., Harper, O., Assimi, H., Neumann, A., & Neumann, F. (2019). Evolutionary algorithms for the chance-constrained knapsack problem. In GECCO '19: Proceedings of the 2019 Genetic and Evolutionary Computation Conference Vol. abs/1902.04767 (pp. 338-346). New York: ACM. DOI Scopus7 WoS2
  2016	Xie, Y., & Shenhan, Z. (2016). A new area linearization method for Unequal area facility layout problem. In IEEE. Bali Island.
  2016	Xie, Y. (2016). An improved supplier selection model for equipment R&D project with independent fuzzy cost information. In IEEE. YinChuan.
  2016	Xie, Y. (2016). An efficient solution approach based on hierarchical decomposition for facility layout problem. In ISTP. Beijing.

• Internet Publications

  Year	Citation
  2019	Xie, Y., Harper, O., Assimi, H., Neumann, A., & Neumann, F. (2019). Evolutionary algorithms for the chance-constrained knapsack problem..

Evolutionary computation

Algorithm & Data Structure Analysis

Working with Big Data

• Email: yue.xie@adelaide.edu.au