Zhun Fan |
Publications
Refereed Journals
- Cai X, Cheng X, Fan Z, Goodman E, Wang L. An adaptive memetic framework for multi-objective combinatorial optimization problems: studies on software next release and travelling salesman problems. Soft Computing. 2015:1-22. (IF=1.630).
- Jiang D, Li L, Gong J, Fan Z. Optimal trajectory searching based differential evolution. International Journal of Wireless and Mobile Computing. 2015; 8(4):384-93.
- Jiang D, Li L, Hu B, Fan Z. An approach for prediction of acute hypotensive episodes via the Hilbert-Huang transform and multiple genetic programming classifier. International Journal of Distributed Sensor Networks. 2015; 2015:9. (IF=0.906).
- Cai X, Li Y, Fan Z, Zhang Q. An external archive guided multiobjective evolutionary algorithm based on decomposition for combinatorial optimization. IEEE Transactions on Evolutionary Computation. 2015; 19(4):508-23. (IF=5.545).
- Fan Z, Rong Y, Cai X, Chen H, Sheng W and Li F. Detection of optic disk based on saliency map. Real time Computing and Robotics, Springer Open Journal, Robotics and Biomimetics, 2015.
- Dupuis JF, Fan Z, Goodman E. Evolutionary design of discrete controllers for hybrid mechatronic systems. International Journal of Systems Science. 2015;46(2):303-16. (IF=1.947).
- Liu J, Fan Z, Olsen SI, Christensen KH, Kristensen JK. Boosting active contours for weld pool visual tracking in automatic arc welding. IEEE Transactions on Automation Science and Engineering. DOI: 10.1109/TASE.2015.2498929. 2015. (IF=2.696).
- Jiang D, Fan Z. The algorithm for algorithms: an evolutionary algorithm based on automatic designing of genetic operators. Mathematical Problems in Engineering. 2015; 2015. (IF=0.644).
- Li Q, Zhang B, Cui L, Fan Z, Athanasios VV. Epidemics on small worlds of tree-based wireless sensor networks. Journal of Systems Science and Complexity. 2014; 27(6):1095-120. (IF=0.542).
- Hu Z, Cai X, Fan Z. An improved memetic algorithm using ring neighborhood topology for constrained optimization. Soft Computing. 2014; 18(10):2023-41. (IF=1.630).
- Cai X, Hu Z, Fan Z. A novel memetic algorithm based on invasive weed optimization and differential evolution for constrained optimization. Soft Computing. 2013; 17(10):1893-910. (IF=1.630).
- Dupuis JF, Fan Z, Goodman ED. Evolutionary design of both topologies and parameters of a hybrid dynamical system. IEEE Transactions on Evolutionary Computation. 2012; 16(3):391-405. (IF=5.545).
- Qiao L, Bai-Hai Z, Ling-Guo C, Zhun F, Vasilakos AV. Immunizations on small worlds of tree-based wireless sensor networks. Chinese Physics B. 2012;21(5):050205. (IF=1.436).
- Zhou Z, Chen B, Wang H, Fan Z. Study on the evolutionary optimisation of the topology of network control systems. Enterprise Information Systems. 2010;4(3):247-64. (IF=2.269).
- Wang P, Xu L, Zhou SM, Fan Z, Li Y, Feng S. A novel Bayesian learning method for information aggregation in modular neural networks. Expert Systems with Applications. 2010; 37(2):1071-4. (IF = 2.91).
- Fan Z, Liu J, Sorensen T, Wang P. Improved differential evolution based on stochastic ranking for robust layout synthesis of MEMS components. IEEE Transactions on Industrial Electronics. 2009; 56(4):937-48. (IF = 5.16).
- Wang P, Feng S, Fan Z. Some Issues of the paradigm of multi-learning machine–modular neural networks. International Journal of Distributed Sensor Networks. 2009;5(1).
- Wang Y, Cai Z, Zhou Y, Fan Z. Constrained optimization based on hybrid evolutionary algorithm and adaptive constraint-handling technique. Structural and Multidisciplinary Optimization. 2009; 37(4):395-413. (IF = 1.524).
- Wang J, Fan Z, Terpenny JP, Goodman ED. Cooperative body–brain coevolutionary synthesis of mechatronic systems. Artificial Intelligence for Engineering Design, Analysis and Manufacturing. 2008; 22(3):219-34.
- Fan Z, Wang J, Achiche S, Goodman E, Rosenberg R. Structured synthesis of MEMS using evolutionary approaches. Applied Soft Computing. 2008; 8(1):579-89. (IF = 2.084).
- Wang P, Li YF, Fan Z, Feng S. Methodological research for dynamic integration of modular neural networks sub-networks. Systems Engineering and Electronics. 2008. (in Chinese).
- Yong-yan S, Pan W, Zhun F. A genetic algorithm based on a novel constraints addressing method. Computer Engineering and Application. 2007; 43(14):71-2. (in Chinese).
- Wang P, Fan Z, Li Y. Dynamic integration of modular neural network’s sub-networks. Dynamics of Continuous, Discrete and Impulsive Systems. 2006.
- Changfan J, Kaiying Y, Pan W, Zhun F, Ming H. Robust optimization design of MEMS based on GA. Computer and Digital Engineering. 2006; 34(8): 135-7.
- Wang J, Fan Z, Terpenny JP, Goodman ED. Knowledge interaction with genetic programming in mechatronic systems design using bond graphs. IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews). 2005; 35(2):172-82. (IF = 2.02).
- Hu J, Goodman E, Seo K, Fan Z, Rosenberg R. The hierarchical fair competition (HFC) model for continuing evolutionary algorithms/machines. Evolutionary Computation. 2005; 13 (2): 241-77. (IF = 2.63).
- Fan Z, Seo K, Hu J, Goodman ED, Rosenberg RC. A novel evolutionary engineering design approach for mixed-domain systems. Engineering Optimization. 2004; 36(2):127-47. (IF = 0.902).
- Fan Z, Wang J, Goodman E. Exploring open ended design space of mechatronic systems. In International Journal of Advanced Robotic Systems 2004.
- Seo K, Fan Z, Hu J, Goodman E, Rosenberg R. Toward an automated design method for multi-domain dynamic systems using bond graphs and genetic programming. Mechatronics. 2003: 851-85. (IF = 0.94).
- Seo K, Hu J, Fan Z, Goodman ED, Rosenberg RC. Automated design approaches for multi-domain dynamic. The International Journal of Computers, Systems and. 2002; 3:55-70.
- Tan J, Fan Z, Qin Y. Analysis and design of variable structure type fuzzy speed controller for field-oriented induction motor drive system. Control Theory & Applications. 2000; 6: 015.
- Zun FY, Xiaoxin L. Bi-directional associative memory model with delays. Journal of Huazhong University of Science and Technology. 2000; 7: 033.
- Wang B, Fan Z, Kang X. Development of genetic algorithm toolbox in Matlab. Journal of Wuhan Automotive Polytechnic University. 1999; 21(6): 25-8.
- Wang B, Fan Z, Liang Y. A direct design method of fuzzy logic controller using genetic algorithm. Journal of Huazhong University of Science and Technology. 1998; 26(5): 81- 90.
Refereed Conferences
- Fan Z, Huang H, Li W, Xie S, Cai X, Goodman E. An opposition-based repair operator for multi-objective evolutionary algorithm in constrained optimization problems. In natural computation (ICNC), 2015 11th international conference on 2015 (pp. 330-6). IEEE
- Liu J, Fan Z, Christensen KH, Kristensen JK. A real-time passive vision system for robotic arc welding. In 2015 IEEE international conference on automation science and engineering (CASE) 2015 (pp. 389-94). IEEE.
- Fan Z, Zuo Y, Jiang D, Cai X. Prediction of acute hypotensive episodes using random forest based on genetic programming. In 2015 IEEE congress on evolutionary computation (CEC) 2015 (pp. 688-94). IEEE.
- Fan Z, Li F, Rong Y, Li W, Cai X, Lin H. Detecting optic disk based on AdaBoost and active geometric shape model. In cyber technology in automation, control, and intelligent systems (CYBER), 2015 IEEE international conference on 2015 (pp. 311-6). IEEE.
- Zefeng Y, Fang L, Yibiao R, Yaowen C, Zhun F. Design of a multichannel biomedical signal acquisition system based on Cortex-M4 processor. In cyber technology in automation, control, and intelligent systems (CYBER), 2015 IEEE international conference on 2015 (pp. 1023-27). IEEE.
- Fan Z, Rong Y, Cai X, Li W, Lin H, Yu Z, Lu J. Detecting optic disk based on structured learning. In 2015 IEEE international conference on robotics and biomimetics (ROBIO) 2015 (pp. 1127-32). IEEE.
- Fan Z, Hu K, Yin H, Li W, Lin H. Decomposing a multiobjective optimization problem into a number of reduced-dimension multiobjective subproblems using tomographic scanning. In industrial informatics-computing technology, intelligent technology, industrial information integration (ICIICII), 2015 international conference on 2015 (pp. 71-5). IEEE.
- Fan Z, Wenji L, Cai X, Lin H, Kaiwen H, Yin H. An improved ideal setting point in multiobjective evolutionary algorithm based on decomposition. ICIICII 2015.
- Fan Z, Li W, Cai X, Lin H, Hu Kaiwen and Haibin Yin. Difficulty controllable and scalable constrained multi-objective test problems. Industrial informatics-computing technology, intelligent technology, industrial information integration. 2015.
- Li Y, Cai X, Fan Z, Zhang Q. An external archive guided multiobjective evolutionary approach based on decomposition for continuous optimization. In 2014 IEEE congress on evolutionary computation (CEC) 2014 (pp. 1124-30). IEEE.
- Cai X, Cheng X, Fan Z. A probabilistic pareto local search based on historical success counting for multiobjective optimization. In proceedings of the companion publication of the 2014 annual conference on genetic and evolutionary computation 2014 (pp. 1163-8). ACM.
- Fan Z, Cai X, Li W, Lin H, Xie S, Wang S. Evolutionary synthesis of dynamical systems: the past, current, and future. In proceedings of the companion publication of the 2014 annual conference on genetic and evolutionary computation 2014 (pp. 1169-74). ACM.
- Li W, Fan Z, Cai X, Lin H, Xie S, Wang S. Design optimization of MEMS using constrained multi-objective evolutionary algorithm. In proceedings of the companion publication of the 2014 annual conference on genetic and evolutionary computation 2014 (pp. 1175-80). ACM.
- Yang Z, Cai X, Fan Z. Epsilon constrained method for constrained multiobjective optimization problems: some preliminary results. In proceedings of the companion publication of the 2014 annual conference on genetic and evolutionary computation 2014 (pp. 1181-86). ACM.
- Lin H, Fan Z, Cai X, Li W, Wang S, Li J, Zhang C. Hybridizing infeasibility driven and constrained-domination principle with MOEA/D for constrained multiobjective evolutionary optimization. In technologies and applications of artificial intelligence 2014 (pp. 249-61). Springer International Publishing.
- Jiang D, Peng C, Fan Z, Chen Y, Cai X. Modified binary differential evolution for solving wind farm layout optimization problems. In computational intelligence for engineering solutions (CIES), 2013 IEEE symposium on 2013 (pp. 23-28). IEEE.
- Jiang D, Peng C, Fan Z. Evolutionary algorithm based on automatically designing of genetic operators. In computational intelligence and security (CIS), 2013 9th international conference on 2013 (pp. 66-70). IEEE.
- Ying S, Ji S, Wang Z, Fan Z. Output properties of cellular artificial actuator. In robotics and biomimetics (robio), 2013 IEEE international conference on 2013 (pp. 2369-73). IEEE.
- Liu CJ, Fan Z, Seo K, Tan XB, Goodman ED. Synthesis of matsuoka-based neuron oscillator models in locomotion control of robots. In 2012 third global congress on intelligent systems 2012 (pp. 342-7). IEEE.
- Ozkil AG, Fan Z, Xiao J, Dawids S, Kristensen JK, Christensen KH. Mapping of multi-floor buildings: A barometric approach. In 2011 IEEE/RSJ international conference on intelligent robots and systems 2011 (pp. 847-52). IEEE.
- Liu J, Fan Z, Olsen SI, Christensen KH, Kristensen JK. Weld pool visual sensing without external illumination. In automation science and engineering (CASE), 2011 IEEE conference on 2011 (pp. 145-50). IEEE.
- Tutum CC, Fan Z. Multi-criteria layout synthesis of MEMS devices using memetic computing. In 2011 IEEE congress of evolutionary computation (CEC) 2011 (pp. 902-8). IEEE.
- Ozkil AG, Fan Z, Xiao J, Kristensen JK, Dawids S, Christensen KH, et al. Practical indoor mobile robot navigation using hybrid maps. In mechatronics (ICM), 2011 IEEE international conference on 2011 (pp. 475-80). IEEE.
- Ozkil AG, Fan Z, Xiao J, Kristensen JK, Dawids S, Christensen KH, et al. Empirical evaluation of a practical indoor mobile robot navigation method using hybrid maps. In intelligent robots and systems (IROS), 2010 IEEE/RSJ international conference on 2010 (pp. 2521-2). IEEE.
- Dupuis JF, Fan Z. Comparing an evolved finite state controller for hybrid system to a lookahead design. In IEEE world congress on computational intelligence 2010.
- Zhong JH, Zhang J, Fan Z. MP-EDA: a robust estimation of distribution algorithm with multiple probabilistic models for global continuous optimization. In Asia-pacific conference on simulated evolution and learning 2010 (pp.85-94). Springer Berlin Heidelberg.
- Zhan ZH, Zhang J, Fan Z. Solving the optimal coverage problem in wireless sensor networks using evolutionary computation algorithms. In Asia-pacific conference on simulated evolution and learning 2010 (pp. 166-76). Springer Berlin Heidelberg.
- Gong YJ, Zhang J, Fan Z. A multi-objective comprehensive learning particle swarm optimization with a binary search-based representation scheme for bed allocation problem in general hospital. In systems man and cybernetics (SMC), 2010 IEEE international conference on 2010 (pp. 1083-8). IEEE.
- Li Q, Cui L, Zhang B, Fan ZF. Small worlds in the tree topologies of wireless sensor networks. In proceedings of the 29th Chinese control conference 2010 (pp. 4677-83). IEEE.
- Li Q, Cui L, Zhang B, Fan Z. A low energy intelligent clustering protocol for wireless sensor networks. In industrial technology (ICIT), 2010 IEEE international conference on 2010 (pp. 1675-82). IEEE.
- Zhu H, Wang P, Fan Z. Evolutionary design optimization of MEMS: a brief review. In industrial technology (ICIT), 2010 IEEE international conference on 2010 (pp.1683-7). IEEE.
- Liu J, Fan Z, Olsen S, Christensen K, Kristensen J. Using active contour models for feature extraction in camera-based seam tracking of arc welding. In 2009 IEEE/RSJ international conference on intelligent robots and systems 2009 (pp. 5948- 55). IEEE.
- Liu J, Fan Z, Goodman E. SRDE: an improved differential evolution based on stochastic ranking. In proceedings of the first ACM/SIGEVO summit on genetic and evolutionary computation 2009 (pp. 345-52). ACM.
- Ozkil AG, Fan Z, Dawids S, Aanes H, Kristensen JK, Christensen KH. Service robots for hospitals: A case study of transportation tasks in a hospital. In 2009 IEEE international conference on automation and logistics 2009 (pp. 289-94). IEEE.
- Özkil AG, Fan Z, Dawids S, Klæstrup Kristensen J, Christensen KH, et al. Mobile robot navigation using visual tags: A review. proceedings of robotics and applications, IASTED-RA 2009.
- Dupuis JF, Fan Z. Evolved finite state controller for hybrid system in reduced search space. In 2009 IEEE/ASME International conference on advanced intelligent mechatronics 2009 (pp. 833-8). IEEE.
- Liu J, Fan Z, Goodman E. SRaDE: an adaptive differential evolution based on stochastic ranking. In proceedings of the 11th annual conference on genetic and evolutionary computation 2009 (pp. 1871-72). ACM.
- Dupuis J-F, Fan Z, Goodman E. Automated design of hybrid dynamic systems. In World summit on genetic and evolutionary computation (GEC) 2009. New York: Association for Computing Machinery. (pp. 105-12.)
- Xu Z, Dong ZY, Wong KP, Fan Z. Multi-objective transmission planning. In 2009 Asia-pacific power and energy engineering conference 2009 (pp. 1-4). IEEE.
- Achiche S, Wozniak A, Fan Z, Balazinski M, Sørensen T. 3D CMM Strain-gauge triggering probe error characteristics modeling. In North American fuzzy information processing conference 2008. NAFIPS.
- Christensen K, Liu J, Sørensen T, Fan Z, Kristensen J. Vision based sensor systems for seam tracking and control in arc and hybrid laser-arc welding. International conference on computer technology in welding and manufacturing, Cranfield, UK 2008.
- Fan Z, Achiche S. Robust layout synthesis of a MEM crab-leg resonator using a constrained genetic algorithm. In ASME 2007 international design engineering technical conferences and computers and information in engineering conference 2007 (pp. 329-37). American Society of Mechanical Engineers.
- Achiche S, Fan Z, Bolognini F. Review of automated design and optimization of MEMS. In 2007 IEEE international symposium on industrial electronics 2007 (pp. 2150-5). IEEE.
- Achiche S, Wang W, Fan Z, Ozkil A, Sorensen T, Wang J, et al. Genetically generated double-level fuzzy controller with a fuzzy adjustment strategy. In proceedings of the 9th annual conference on genetic and evolutionary computation 2007 (pp. 1880-17). ACM.
- Ozkil AG, Dawids S, Fan Z, Sorensen T. Design of a robotic automation system for transportation of goods in hospitals. In 2007 international symposium on computational intelligence in robotics and automation 2007 (pp. 392-7). IEEE.
- Huang R, Tong S, Sheng W, Fan Z. A problem solving environment for combinatorial optimization based on parallel meta-heuristics. In 2007 international symposium on computational intelligence in robotics and automation 2007 (pp. 432-7). IEEE.
- Fan Z, Detlef M, Andreasen MM, Hein L. Teaching system integration of mechatronic systems. In DS 36: proceedings design 2006, the 9th international design conference, Dubrovnik, Croatia 2006.
- Conrad F, Fan Z, Sørensen T. Simulation and embedded smart control. In Andersen TO, Hansen MR, editors, International conference on computational methods in fluid power technolog. Aalborg, Denmark: Fluid power Net International and Aalborg University. 2006.
- González D, Fan Z, Sørensen T, Fernández I. Embedded face recognition for mechatronic devices. In7th international workshop on research and education in mechatronics (rem) 2006.
- Zhun S, Boelskifte P, Fan Z. A fuzzy approach for feature-based product style recognition. In proceedings 5th international conference on e-engineering & digital enterprise technology 2006.
- Shen Y, Wejinya UC, Xi N, Pomeroy CA, Xue Y, Fan Z. Characterization of living drosophila embryos using micro robotic manipulation system. In 2006 IEEE/RSJ international conference on intelligent robots and systems 2006 (pp. 568-73). IEEE.
- Fan Z, Andreasen MM, Wang J, Goodman ED. Towards an evolvable chromosome model for interactive computer design support. In DS 35: Proceedings ICED 05, the 15th international conference on engineering design, Melbourne, Australia. 2005 (pp. 303-4).
- Fan Z, Wang J, Wen M, Goodman E, Rosenberg R. An evolutionary approach for robust layout synthesis of MEMS. In Evolutionary computation in dynamic and uncertain environments 2007 (pp. 519-42). Springer Berlin Heidelberg.
- Sørensen T, Fan Z, Conrad F. Two mechatronic projects-an agricultural robot and a flight simulator platform. In 6th international workshop on research and education in mechatronics (rem) 2005. (pp. 391-6).
- Fan Z, Sørensen T, Conrad F, Andreasen MM, Christensen GK, Hein L. Mechatronics education: conceptual prototype vs. physical realization. In 6th international workshop on research and education in mechatronics (rem) 2005 (pp. 397-402).
- Fan Z, Hein L, Andreasen MM, Eynard B. Design oriented training of mechatronic engineers. In Chinese mechanical engineering society annual conference 2005.
- Hein L, Fan Z. Design & innovation: a new framework for teaching Mechatronics. CEEE 2005. Key Note Paper.
- Wang P, Fan Z, Li Y, Feng S. Sequential Bayesian learning for modular neural networks. In international symposium on neural networks 2005 (pp. 652-9). Springer Berlin Heidelberg.
- Fan Z, Goodman ED, Wang J, Rosenberg R, Seo K, Hu J. Hierarchical evolutionary synthesis of MEMS. In evolutionary computation, 2004. CEC2004. Congress on 2004 (pp. 2320-7). IEEE.
- Pan W, Chengzhi X, Zhun F. Evolutionary linear control strategies of triple inverted pendulums and simulation studies. In intelligent control and automation, 2004. WCICA 2004. Fifth world congress on 2004 (pp. 2365-8). IEEE.
- Seo K, Hu J, Fan Z, Goodman ED, Rosenberg RC. Hierarchical breeding control for efficient topology/parameter evolution. In genetic and evolutionary computation conference 2004. Springer Berlin Heidelberg.
- Fan Z, Seo K, Rosenberg RC, Hu J, Goodman ED. Computational synthesis of multi-domain systems. In proceedings of AAAI spring symposium on computational synthesis, Stanford 2003 (pp. 59-66).
- Fan Z, Seo K, Hu J, Rosenberg RC, Goodman ED. System-level synthesis of MEMS via genetic programming and bond graphs. In genetic and evolutionary computation conference 2003 (pp. 2058-71). Springer Berlin Heidelberg.
- Seo K, Fan Z, Hu J, Goodman ED, Rosenberg RC. Dense and switched modular primitives for bond graph model design. In genetic and evolutionary computation conference 2003 (pp. 1764-75). Springer Berlin Heidelberg.
- Pan W, Zhun F, Chengzhi X. Correlation analysis and evolutionary control of multi-staged inverted pendulum. In intelligent control. 2003 IEEE international symposium on 2003 (pp. 920-23). IEEE.
- Goodman ED, Seo K, Rosenberg RC, Fan Z, Hu J. Automated design of mechatronic systems: novel search methods and modular primitives to enable real-world applications. In Proc. 2003 NSF design, service and manufacturing grantees and research conference, January, Birmingham, Alabama 2003.
- Hu J, Seo K, Fan Z, Rosenberg RC, Goodman ED. Hemo: a sustainable multi-objective evolutionary optimization framework. In genetic and evolutionary computation conference 2003 (pp. 1029-40). Springer Berlin Heidelberg.
- Fan Z, Seo K, Rosenberg RC, Hu J, Goodman ED. Exploring multiple design topologies using genetic programming and bond graphs. In GECCO 2002 (pp.1073-80).
- Hu J, Seo K, Li S, Fan Z, Rosenberg RC, Goodman ED. Structure fitness sharing (SFS) for evolutionary design by genetic programming. In GECCO 2002 (pp. 780-7).
- Fan Z, Hu J, Seo K, Goodman E, Rosenberg R, Zhang B. Bond graph representation and GP for automated analog filter design. In 2001 genetic and evolutionary computation conference late breaking papers 2001 (pp. 81-6).
Book Chapters
- Fan Z, Raun K, Hein L, Kiil HE. Application of artificial muscles as actuators in engineering design. In advanced design and manufacture to gain a competitive edge 2008 (pp. 875-84). Springer London.
- Hein L, Fan Z. Constraints and shortfalls in engineering design practice. In global design to gain a competitive edge 2008 (pp. 13-20). Springer London.
- Liu J, Fan Z, Soerensen T, Xu Z, Wang P. Robust layout synthesis of MEMS using constrained adaptive differential evolution algorithm. Soft computing: new research, Nova Scientific Publisher, 2008.
- Hu J, Fan Z, Wang J, Seo K, Peng X, Terpenny J, Rosenberg R, Goodman E. GPBG: a framework for evolutionary synthesis of multi-domain engineering systems.
- Fan Z, Wang J, Wen M, Goodman E, Rosenberg R. An evolutionary approach for robust layout synthesis of MEMS. In evolutionary computation in dynamic and uncertain environments 2007 (pp. 519-42). Springer Berlin Heidelberg.
- Fan Z, Andreasen M, Wang J, Goodman ED, Hein L. Towards an evolvable engineering design framework for interactive computer design support of mechatronic systems.
- Fan Z, Goodman E, Wang J. Exploring Open-Ended Design Space of Mechatronic Systems. INTECH Open Access Publisher; 2005.
- Fan Z, Wang J, Seo K, Hu J, Rosenberg R, Terpenny J, Goodman E. Automating the hierarchical synthesis of MEMS using evolutionary approaches. In evolvable machines 2005 (pp. 129-49). Springer Berlin Heidelberg.