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Associate Research Fellow, Department of Automation, Tsinghua University, 2000.11-2006.11;
Postdoctoral, Control Science and Engineering, Southeast University, 1998.10-2000.11;
Postdoctoral, Marine Environmental Science and Engineering, Ocean University of China, 1996.7-1998.9;
Associate Professor, Harbin Institute Of Technology, 1994.7-1996.7;
Lecturer, Harbin Institute Of Technology, 1990.10-1994.6;
Assistant Professor, Harbin Institute Of Technology, 1988.1-1990.9.
Principal Specialist in Area of China Ocean Information System Research and Construction, 2007.5-present;
Member of China Ocean Ability Construction Workgroup, 2011.3-present;
Editorial Board Member of ACTA AUTOMATICA SINICA, 2011.1-present;
Editorial Board Member of Fuzzy Systems and Mathematics, 2003.1- present;
Commissioner of CAAI Society of Intelligent Aerospace Systems, 2009.9-present;
Associated Editor of Dynamics of Continuous, Discrete and Impulsive Systems, series A;
Guest Editor of Mathematics and Computers in Simulation.
| Expertise and Research Interests |
1. Modeling, Analysis, Optimization and Intelligent Control of Complex Industrial System;
2. Optimized Scheduling of Transport Path and Inventory Management of Complex Supply Chain System;
3. Optimized Scheduling of Job-shop/Flow-shop Problems in Large-scale Manufacturing Processes;
4. Statistical Analysis, Intelligent Prediction and Evaluation Based on Missing Data;
5. Visual Information System for Ocean Mineral Resource and Its Application.
| Grants and Contracts / Research Projects |
[1] Modeling, Inventory Optimization and Collaborative Allocation Strategies of Complex Logistic System for Material Purchasing Processes with Large Scale, National Natural Science Fund of China, Approval Number: 60874071, 2009.1-2011.12;
[2] Infinitesimal Dividing Modeling, Optimization Algorithms Based on Random Distributing Features in Multistage Inventory and Their Applications in Large-Scale Material Purchasing Processes, Doctoral Fund for Colleges and Universities of the Ministry of Education of China, Approval Number: 20090002110035, 2010.1-2012.12;
[3] The Eleventh Five-Year Plan: Research and Construction on Ocean Information System, Ocean Special of National Oceanic Administration of China, Approval Number: DYXM-115-03-3, 2007.1-2012.12;
[4] Research on the Database of Global Seafloor Hydrothermal Sulphides, Independent Research Project of Tsinghua University, 2010.10-2012.12;
[5] Visual Platform and Its Business Running of the Investigation of International Marine Hydrothermal Sulfide Resource, Ocean Special of National Oceanic Administration of China, 2011.1-2015.12;
[6] Virtual Inventory Management and Collaborative Distribution Technologies for Iron and Steel Materials Purchasing Processes with Large Scale, High Technology Research and Development Program of China (National 863 Project), Approval Number: 2007AA04Z102, 2007.10-2009.12;
[7] Controlling Algorithms and Software Development for Energy-saving in Central Air Conditioning System, Joint research project with Enterprise, Approval Number: 20102001045, 2009.8-2010.12;
[8] Data Mining, Expert System and Fault Diagnosis Technology and Their Verifying Applications in Wind Farm, Joint research project with Enterprise,20011.4-2011.12;
[9] Uncertain Dynamic Systems Based Real-time Optimization Computing and Its Applications for Recurrent Neural Networks, National Natural Science Fund of China, Approval Number: 60574077, 2006.1-2008.12;
[10] Intelligent Optimization Algorithm Based on Neural Network and Dynamic Programming and Its Application in Complex Manufacturing Processes, National Basic Research Program of China (973 Project), Approval Number: 2002CB312205-05, 2002.1-2006.12;
[11] XX-X High-precision Transport Function Calculating of Carrier Rocket Attitude Control System, Joint research project with Enterprise, Approval Number: 2007AV4676, 2007.7—2008.12;
[12] Stability Analysis and Control of Uncertain Systems Based on Fuzzy Differential Equation, National Natural Science Fund of China, Approval Number: 60074015, 2001.1-2002.12;
PROJECTS PARTICIPATED AS A MAJOR MEMBER
[13] Advanced Modeling and Control Techniques for Energy Saving of Large-scale Air Conditioning Systems in Built Environment, UK-China Bridge in Sustainable Energy and Built Environment(International cooperation project), Approval Number: EP/G042594/1, 2009.4-2012.4;
[14] Research and Application of Theory and Algorithms of Real-time Scheduling and Optimization Control in Complex Chip Manufacturing Process, Key Project of National Natural Science Fund of China, Approval Number: 60834004, 2009.1-2012.12;
[15] Analysis and Control of Uncertain Time-varying Nonlinear Dynamic System, Key Project of National Natural Science Fund of China, Approval Number: 69934010,2000.1-2003.12.
| Honors and Awards |
Distinguished Visiting Fellowship Award, the Royal Academy of Engineering, 2009;
Second Prize of Natural Science Award in Higher Institutions, Ministry of Education of China, 2007;
First Prize of Natural Science Award for Science and Technology, Jiangsu Province, 2006;
Second Prize of Natural Science Award for Science and Technology, Heilongjiang Province, 2006;
| Academic Achievements |
TEACHING:
1. Applied Stochastic Process, Undergraduate Course;
2. Modeling and Optimization of Complex Networked Systems, Graduate Elaborate Course.
SELECTED RECENT PUBLICATIONS:
[1] Jin Feng, Gupta J, Song Shiji, Wu Cheng, Single machine scheduling with sequence-dependent family setups to minimize maximum lateness. Journal of The Operational Research Society, 2010, 61(7): 1181-1189.
[2] Li Guocheng, Song Shiji, Wu Cheng. Generalized gradient projection neural networks for nonsmooth optimization problems. Science China, Information Sciences, 2010, 53(5): 990-1005.
[3] Zhang Heming, Liang Silv, Song Shiji, Truncation Error Calculation based on Richardson Extrapolation for Variable-Step Collaborative Simulation, Science China, Information Sciences, 2011, 54(6): 1-13.
[4] Yuli Zhang, Shiji Song, Cheng Wu, Wenjun Yin,A Hybrid Genetic Algorithm for Two-stage Multi-item Inventory System with Stochastic Demand. Neural Computing and Applications, 2011, accepted
[5] Yukui Zhang, Shiji Song, Cheng Wu, Heming Zhang, Kang Li,Identification Based on Fuzzy Inference Rules of Chiller Model in HVAC System with Intelligent Optimization Algorithms. Neural Computing and Applications, 2011, accepted
[6] Jin Feng, Song Shiji, Wu Cheng, Dominance property based tabu search for single machine scheduling problems with family setups. Journal of Systems Engineering and Electronics, 2009, 20(6): 1233-1238.
[7] Jin Feng,Song Shiji, Wu Cheng, A simulated annealing algorithm for single machine scheduling problems with family setups. Computers & Operations Research, 2009, 36: 2133- 2138.
[8] Ji Pengcheng, Song Shiji, Wu Cheng, Infinitesimal Dividing Modeling Method for Dual Suppliers Inventory Model with Random Lead Times. Journal of Systems Engineering and Electronics, 2009, 20(3):527-536.
[9] Jin Feng, Song Shiji, Wu Cheng, Structural Property and Meta-heuristic for the Flow Shop Scheduling Problem. In Computational Intelligence in Flow Shop and Scheduling, Springer-Verlag, Berlin Heidelberg. Editor Uday K. Chakraborty, 2009, pp.1-20.
[10] Jin Feng, Gupta JND, Song Shiji, Wu Cheng, Makespan distribution of permutation flowshop schedules. Journal of Scheduling, 2008,11: 421-432.
[11] Jin Feng, Song Shiji, Wu Cheng,A simulated annealing based beam search algorithm for the flow-shop scheduling problem. International Journal of Pattern Recognition and Artificial Intelligence, 2008, 22: 65-75.
[12] Wang Xizhao,Li Chunguo, Yeung D.S., Song, Shiji, A definition of partial derivative of random functions and its application to RBFNN sensitivity analysis. Neurocomputing, 2008, 71:1515-1526.
[13] Zou Hongxing, Song Shiji, Liu Zhixin, Chen Yongqiang and Li Yanda, Acceleration- based Dopplerlet transform - Part I: Theory. Signal Processing, 2008, 88: 931-945.
[14] Jin Feng, Song Shiji, Wu Cheng, An improvement of NEH algorithm with application in large scale FSP. IIE Transactions, 2007, 39: 229-234.
[15] Li Guocheng, Song Shiji, Zhang Bo, Controllability of nonlinear integrodifferential systems in Banach space with nonlocal conditions. Dynamic Systems and Applications, 2007, 16: 729-741.
[16] Li Guocheng, Song Shiji, Wu Cheng, Subgradient-based feedback neural networks for solving non-differentiable convex optimization problems. Science in China, Series F, 2006, 49: 421-435.
[17] Song Shiji, Wu Cheng, Xue XP, Existence and uniqueness of Cauchv problem for fuzzy differential equations under dissipative conditions. Computer And Mathematics with Applications, 2006, 51: 1483-1492.
[18] Song Shiji, Li Guocheng, Guan Xiaohong, A neural network model for non-smooth optimization over a compact convex subset. Lecture Notes in Computer Science, ISNN2006, 2006, 3971: 344-349.
[19] Li Guocheng, Song Shiji, Wu Cheng, Differential inclusions-based neural networks for non-smooth convex optimization on a closed convex subset. Lecture Notes in Computer Science, ISNN2006, 2006,3971: 350-358.
[20] Li Guocheng, Song Shiji, Wu Cheng, Existence of Solutions for Random Second-Order Multivalued Periodic Problems. Acta Mathematica Sinica, 2006, 49: 1-6.
[21] Song Shiji, Zhang Long, Wu Cheng, Optimal Purchasing Strategy Based Risk Utility in Two Periods Inventory Systems under Stochastic Circumstance. Acta Electronica Sinica, 2006, 34: 2058-2062.
[22] Ha Minghu, Feng Zhifang, Song Shiji, Gao Linqing, the Key Theorem and the Bounds on the Rate of Uniform Convergence of Statistical Learning Theory on Quasi-Probability Spaces, Chinese Journal of Computers, 2008, 31: 476-485.
[23] Wu Xiaohui, Song Shiji, Wu Cheng, Study on risk analysis of supply chain enterprises. Journal of Systems Engineering and Electronics, 2006, 17 :19-25.
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