General
Changtong Luo, PhD, Associate Professor
State Key Laboratory of High Temperature Gas Dynamics (LHD),
Institute of Mechanics, Chinese Academy of Sciences
Addr: No.15 Beisihuanxi Road, Beijing 100190, China
Email: luo{at}imech.ac.cn
Tel: +86 (10) 8254-5812
Fax: +1 (484) 805-7242

Research Areas

Global optimization, computational intelligence, genetic programming, numerical algebra, computational fluid dynamics, and their applications in high temperature gas dynamics

Education

  • 2003.9 - 2007.7, Institute of Mathematics, Jilin University, doctoral student, Major in Operations Research and Control Theory
  • 2001.9 - 2003.7, Institute of Mathematics, Jilin University, master student, Major in Operational Research and Control Theory
  • 1993.9 - 1997.7, Department of Mathematics, North-East Normal University, Major in Applied Mathematics, undergraduate student

Experience

   
Research Experience
  • 2012.1 - now, Associate Professor, Institute of Mechanics, Chinese Academy of Sciences
  • 2009.6 - 2011.12, Assistant Professor, Institute of Mechanics, Chinese Academy of Sciences
  • 2007.9 - 2009.4, COE Researcher, Department of Computational Science and Engineering, Nagoya University, Japan
Teaching Experience
  • 2002.1 - 2003.12, Lecturer, Jilin Architectural & Civil Engineering Institute
  • 1997.7 - 2001.12, Assistant, Jilin Architectural & Civil Engineering Institute

Honors & Distinctions

Best Presentation Award in Algorithm, Crude-Line-Search for Iterative Optimization Methods, International Symposium on Frontiers of Computational Science 2008 (FCS2008, Japan).

Publications

   
Books
  • M.S. Yang, C.T. Luo, Optimization: Theory, Method And Software (in Chinese), Science Press, Beijing, 2006.
Journal Papers

[1] C. Luo, Z. Hu, S.-L. Zhang, Z. Jiang, Adaptive space transformation: An invariant based method for predicting aerodynamic coefficients of hypersonic vehicles, Engineering Applications of Artificial Intelligence, 46, 93-103, 2015.

[2] C. Luo, Y. Wang, C. Wang, Z. Jiang, Wave system fitting: A new method for force measurements in shock tunnels with long test duration, Mechanical Systems and Signal Processing, 62–63, pp 296–304, 2015.

[3] C. Luo, Z. Jiang, C. Wang, Z. Hu, Relative contribution ratio: A quantitative metrics for multi-parameter analysis, Cogent Mathematics, 2: 1068979, 2015.

[4] H. Teng, H. Dick Ng, K. Li, C. Luo, Z. Jiang, Evolution of cellular structures on oblique detonation surfaces, Combustion and Flame, 162(2), pp 470-477,2014.

[5] C. Luo, S.-L. Zhang, B. Yu, Some modifications of low dimensional simplex evolution and their convergence, Optimization Methods and Software, vol. 28, issue 1, pp. 54-81, 2013.

[6] C. Luo, S.-L. Zhang, Parse-matrix evolution for symbolic regression, Engineering Applications of Artificial Intelligence, vol. 25, pp. 1182- 1193, 2012.

[7] C. Luo and B. Yu, Low dimensional simplex evolution: a new heuristic for global optimization, Journal of Global Optimization, vol. 52, issue 1, pp. 45-55, 2012.

[8] C. Luo, C. Wang, Z.L. Jiang, S.-L. Zhang, A metamodel-assisted evolutionary algorithm for expensive optimization, Journal of Computational and Applied Mathematics, vol. 236, pp.759-764, 2011.

[9] C. Luo and B. Yu, Triangle Evolution Algorithm for Global Optimization, Journal of Mathematical Research and Exposition, vol.29, issue 2, pp. 237-246, 2009.

[10] C. Luo and B. Yu, Solving Min UR Problem by Triangle Evolution Algorithm with Archiving and Niche Techniques, Journal of Information and Computational Science, vol. 4, issue 1, pp.195-203, 2007.


[11] Y. Wang, Y. Liu, C. Luo and Z. Jiang, Force measurement using strain-gauge balance in a shock tunnel with long test duration, Review of Scientific Instruments 87(5):055108, 2016.


[12] Y. Wang,Y. Liu,C. Yuan,C. Luo,C. Wang, Z. Hu, G. Han, W. Zhao, Z. Jiang, Study on force measurement in long-test duration shock tunnel, Chinese Journal of Theoretical and Applied Mechanics 48(3):545-556, 2016.

Conference Papers
[1] B.Yu, C.T. Luo, and Y. Zhang, Studies on Complicated System of Inequalities with Possible Inconsistency, Frontiers Science Series, 49, pp. 147-148, 2007.

[2] C.T. Luo and B. Yu, Low Dimensional Simplex Evolution-A Hybrid Heuristic for Global Optimization, in: Proc. 8th ACIS Int. Conf. Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing, pp. 470-474, 2007.

[3] C.T. Luo, S.-L. Zhang, B. Yu, Low Dimensional Reproduction Strategy for Real-coded Evolutionary Algorithms, in: Proc.7th IEEE Int. Conf. Computer and Information Science, pp. 334-339, 2008.

[4] C.T. Luo, S.-L. Zhang, Crude-Line-Search for Iterative Optimization Methods, International Symposium on Frontiers of Computational Science 2008 (FCS2008), Nov. 27-29, Nagoya, Japan.

[5] D.S. Yan, J.T. Zhang, B. Yu, C.T. Luo, S.L. Zhang, A Genetic Algorithm for Finding Minimal Multi-homogeneous Bezout Number, in: Proc.7th IEEE Int. Conf. Computer and Information Science, pp. 301-305, 2008.

[6] C.T. Luo, C. Wang, Z.L. Jiang, S.-L. Zhang, An integrated evolutionary algorithm for expensive global optimization, in: Proc. 6th Int. Conf. Nat. Comput., vol. 5, pp. 2286-2290, 2010.

[7] C.T. Luo, S.-L. Zhang, Z.L. Jiang, A New Evolutionary Algorithm for Ground to Flight Data Correlation, accepted by the 7th East Asia SIAM Conf., Kitakyushu, Japan, 2011

[8] C.T. Luo, Z.L. Jiang, S.-L. Zhang, Performance tests of linear solvers with different preconditioning techniques for computational fluid dynamics, in: Proc. 3rd Int. Conf. Comput. Netw. Technol., vol. 14, pp. 54-58, 2011.
Papers
   
Patents
   

Conferences

   

Collaboration

   

Students

现指导学生

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