楊劍波[英國曼徹斯特大學商學院教授、長江學者]

楊劍波[英國曼徹斯特大學商學院教授、長江學者]

楊劍波,曼徹斯特大學商學院教授,決策與認知科學研究中心主任,合肥工業大學長江學者講座教授。主要從事不確定性多準則決策分析、多目標最佳化、智慧型決策支持系統、混合定量和定性決策建模技術的研究。

人物簡介

1977-1981,在西北工業大學自動化學院,控制工程專業學習,獲得學士學位;

1981-1984,在西北工業大學自動化學院,獲得控制工程碩士學位;

1984-1987,獲得上海交通大學系統工程博士學位;

1987-1989,於上海交通大學任教;

1989-1990,加入英國曼徹斯特理工大學;

1991-1995,於英國紐卡斯爾大學任教;

1995-1997,加入英國伯明罕大學;

2003年成為英國曼徹斯特大學商學院正教授;

楊劍波教授現就職於曼徹斯特大學商學院決策科學與系統專業,兼任決策與認知科學研究中心主任,合肥工業大學長江學者講座教授,華中科技大學客座教授。主要從事不確定性多準則決策分析、多目標最佳化、智慧型決策支持系統、混合定量和定性決策建模技術的研究。目前的套用研究方向為財務決策、生產管理、風險和安全性的建模與分析、質量建摸與評價、產品、系統、項目、政策等的集成評價。劍波教授在決策科學與系統工程研究方面頗有建樹,是具有較深的學術造詣中青年專家。他曾主持有中國國家自然科學基金會、英國工程與自然科學基金會、歐盟、英國經濟與社會科學基金會等資助的多個科研項目。他曾獲得中國科學技術協會首屆青年科技獎(1988),英國文化委員會博士後獎學金(1989)和德國洪堡學著獎學金(1990)。出版著作4部,論文200餘篇,開發了基於Windows的證據推理智慧型決策系統(IDS)。

學術任職

楊劍波教授2004年曾受聘為合肥工業大學管理學院客座教授。同時還兼任英國工程與自然科學基金會評審委員會委員、國際系統科學雜誌顧問委員會委員、國際自動化與計算雜誌編委、亞洲質量雜誌編委、美國IEEE Transaction on Systems, MAN and Cybernetics-Part A:Systems and Humans副編輯、華中科技大學系統研究所特聘教授等職務。此外還兼任旅英中國自動化與計算機學會理事,秘書長(2001-2002),理事長(2002-2003)。1988年起至今,為中國系統學會會員。

研究方向

楊劍波教授主要從事不確定性多準則決策分析、多目標最佳化、智慧型決策支持系統、混合定量和定性決策建模技術的研究。目前的套用研究方向為財務決策、生產管理、風險和安全性的建模與分析、質量建摸與評價、產品、系統、項目、政策等的集成評價。

學術成果

主編書籍

•Z. J. Zhou, J. B. Yang, C. H. Hu and D. L. Xu.Belief Rule Base Expert Systems and Complex System Modelling.ISBN 978-7-00-000000-0. Beijing: Science Publisher, 2011. eScholarID:160267

•Yang, J.B, Liu, G., Whidborne, J.Multi-objective Optimisation and Control.Research Studies Press Limited, 2002. eScholarID:4b2208 [1]

參與編寫

•J. B. Yang and D. L. Xu. "A study on generalising Bayesian inference to evidential reasoning." InBelief Function: Theory and Applications, Lecture Notes in Artificial Intelligence, ed. Fabio Cuzzolin, 180-189.2014. eScholarID:249921

•E. E. Savan, J. B. Yang, D. L. Xu and Y. W. Chen. "A genetic algorithm search heuristic for belief rule- based model-structure validation." InIEEE International Conference on Systems Man and Cybernetics Conference Proceedings, 1373-1378.2013. eScholarID:249916

•J. M. Merigo, J. B. Yang and D. L. Xu. "Supply analysis and aggregation systems." InIEEE International Conference on Systems Man and Cybernetics Conference Proceedings, 97-102.2013. eScholarID:249918

•J. B. Yang and D. L. Xu. "Introduction to the ER rule for evidence combination." InIntegrated Uncertainty in Knowledge Modelling and decision Making, ed. Yongchuan Tang, Van-Nam Huynh and Jonathan Lawry, 7-15.Springer, 2011. eScholarID:160266

•J. B. Yang, D. W. Tang, D. L. Xu and K. S. Chin. "Project rick modelling and assessment in new product development." InProduct Research – The Art and Science Behind Successful Product Launches, 259-269. London, New York: Springer, 2009. eScholarID:95985

•D. L. Xu, J. B. Yang, L. X. Bao. "Handling uncertain and qualitative information in impact assessment – applications of IDS in policy making support." InIntelligent Decision and Policy Making Support Systems, ed. Ruan, Hardeman, Meer, Klaas van der, Springer, 2008. eScholarID:88888

•J. Liu, L. Martínez, J. B. Yang, J. Wang. "Linguistic assessment approach for hierarchical safety analysis and synthesis." InIntelligent Decision and Policy Making Support Systems, ed. Da Ruan, Frank Hardeman, Springer, 2008. eScholarID:88887

•M. Guo,J. B. Yang, K. S. Chin and H. W. Wang. "The evidential reasoning approach for multi-attribute decision analysis under both fuzzy and interval uncertainty." InInterval/Probabilistic Uncertainty and Non-classical Logics, ed. V. N. Huynh et al, 129-140.Springer, 2008. eScholarID:88886

•L. Martinez, L. G. Perez, J. Liu, J. B. Yang and F. Herrera. "A linguistic hierarchical evaluation model for engineering systems." InModern Information Processing – from Theory to Applications, ed. B. Bouchon-Meunier, G. Coletti and R. Yager, Elsevier, 2006. eScholarID:88889

•J. Liu, D. Ruan,J. B. Yang, and L. M. Lopez. "Self-tuning fuzzy rule bases with belief structure." InStudies in Computational Intelligence, ed. D. Ruan, G. Q. Chen, E. E. Kerre, G. Wets, 419-438.Physica-Verlag, 2005. eScholarID:89102

•Yang, J., Liu, J., Wang, J., Sii, H. "A Safety-cost Based Design-decision Support Framework Using Fuzzy Evidential Reasoning Approach." InIntelligent Sensory Evaluation: Methodologies and Applications, ed. D Ruan & X Y Zeng, 31-50.Physica-Verlag, 2004. eScholarID:3b4798

•Yang, J., Sii, H, Xu, L. "Three Novel Risk Modelling and Decision-making Techniques." InTechnology and Safety of Marine Systems, ed. A Pillay & J Wang, Elsevier, 2003. eScholarID:3b4707 [1]

代表論文

•An evidential reasoning approach for multiple-attribute decision making with uncertainty.JB Yang, G Singh Madan; Systems, Man and Cybernetics, IEEE Transactions on 24 (1), 1-18

•On the evidential reasoning algorithm for multiple attribute decision analysis under uncertainty. JB Yang, DL Xu; Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions

•Rule and utility based evidential reasoning approach for multiattribute decision analysis under uncertainties. JB Yang;European Journal of Operational Research 131 (1), 31-61

•Environmental impact assessment using the evidential reasoning approach. YM Wang, JB Yang, DL Xu;European Journal of Operational Research 174 (3), 1885-1913

•Risk evaluation in failure mode and effects analysis using fuzzy weighted geometric mean.YM Wang, KS Chin, GKK Poon, JB Yang;Expert Systems with Applications 36 (2), 1195-1207

•A general multi-level evaluation process for hybrid MADM with uncertainty.JB Yang, P Sen;Systems, Man and Cybernetics, IEEE Transactions on 24 (10), 1458-1473

•Belief rule-base inference methodology using the evidential reasoning approach-RIMER.JB Yang, J Liu, J Wang, HS Sii, HW Wang;Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions

•The evidential reasoning approach for MADA under both probabilistic and fuzzy uncertainties.JB Yang, YM Wang, DL Xu, KS Chin;European journal of operational research 171 (1), 309-343

•A two-stage logarithmic goal programming method for generating weights from interval comparison matrices.YM Wang, JB Yang, DL Xu;Fuzzy sets and systems 152 (3), 475-498

•On the centroids of fuzzy numbers.YM Wang, JB Yang, DL Xu, KS Chin;Fuzzy sets and systems 157 (7), 919-926 [1]

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