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廖虎昌

2020-01-23 12:07:16分类：首页  /  百科
廖虎昌

廖虎昌

廖虎昌，1989年3月出生，研究员，博士生导师。上海交通大学博士，英国曼彻斯特大学联合培养博士，西班牙格拉纳达大学博士（生）；澳大利亚悉尼科技大学博士后，四川大学博士后。四川省青年千人，四川省学术和技术带头人后备人选，IEEE高级会员，澳大利亚奋进研究学者，西班牙格拉纳达大学数据科学与计算智慧型研究所（DaSCI）外国研究员；入选四川大学双百人才计画，四川大学哲学社会科学青年杰出人才培育计画，四川大学青年科技学术带头人培育计画等。中国运筹学会决策科学分会理事，中国管理现代化研究会管理与决策科学专业委员会理事，中国系统工程学会模糊数学与模糊系统专业委员会理事，四川省金融科技学会首届理事，国家自然科学基金通讯评审专家，美国数学学会特邀评论员，四川大学“德沃群芳”标兵团队成员。2019年5月在计算机科学领域进入ESI全球前1%的3270名科学家中排名第600位；在工程学领域进入ESI全球前1%的8766名科学家中排名第4497位。

基本介绍

  • 中文名：廖虎昌
  • 国籍：中国
  • 民族：汉
  • 出生日期：1989年3月
  • 职业：研究员
  • 毕业院校：上海交通大学
  • 代表作品：《複杂模糊多属性决策理论与方法》、《直觉模糊偏好决策理论与方法》
  • 学位：博士 
  • 研究方向：决策理论与方法 

人物经历

廖虎昌，男，四川大学研究员，博士生导师，四川省青年千人，四川省学术和技术带头人后备人选，澳大利亚奋进研究学者。2015年3月毕业于上海交通大学安泰经济与管理学院。2013.10-2014.10 受国家留学基金委资助访问英国曼彻斯特大学（全球排名30）计算机学院；2015.7-2015.12 受澳大利亚教育部资助赴澳大利亚悉尼科技大学工程与信息技术学院从事奋进研究学者博士后研究；2017.1-2017.2 受西班牙格拉纳达大学资助访问格拉纳达大学计算机科学与人工智慧学院；2017.2-2017.8 受四川大学全额资助访问英国曼彻斯特大学商学院；2018.3-2018.6 访问西班牙格拉纳达大学计算机科学与人工智慧学院。现为IEEE高级会员，IEEE CIS协会会员，IEEE SMC协会会员，IEEE TCMVL协会会员，国际计算机学会（ACM）会员，美国数学学会（AMS）特约评论员，中国运筹学会会员，中国运筹学会决策科学分会理事，中国管理现代化研究会管理与决策科学专业委员会理事，中国系统工程学会模糊数学与模糊系统专业委员会理事，四川省金融科技学会首届理事，国家自然科学基金通讯评审专家，美国数学学会特邀评论员， 四川大学“德沃群芳”标兵团队成员。
曾获教育部自然科学一等奖（2017），四川大学2018年度十大科技进展奖，系统工程理论与实践》2018年度优秀审稿专家，中国决策科学青年科技提名奖（2018），四川大学唐立新优秀学者奖（2017），四川大学课堂教学质量优秀奖（2017），四川大学东土哲学社会科学重大创新成果奖（2016），四川大学优秀青年基金（2016），上海市优秀博士毕业生（2015），上海交通大学优秀博士论文培育基金（2014），第一届（2012）、第二届（2013）、第三届（2014）博士生国家奖学金，国家留学基金委公派留学基金（2013），上海交通大学顾国华博士生奖学金（2013）等。指导学生获得研究生国家奖学金，宝钢奖学金，四川大学本科优秀毕业论文二等奖，四川大学“网际网路+”大学生创新创业大赛三等奖，清华IE亮剑案例大赛三等奖等。
廖虎昌
担任《Information Fusion》（SCI，影响因子：6.639）、《Technological and Economic Development of Economy》（SSCI，影响因子：3.244）、《International Journal of Fuzzy Systems》（SCI，影响因子：2.396）、《Journal ofIntelligent & Fuzzy Systems》（SCI，影响因子：1.426）、《MathematicalProblems in the Engineering》（SCI，影响因子：1.145）等26本国际期刊副主编或编委；《European Journal of Operations Research》、《Omega》、《IEEE Transactions on Fuzzy Systems》、《IEEETransactions on Cybernetics》、《InformationFusion》、《InformationSciences》、《Knowledge-BasedSystems》、《DecisionSupport Systems》以及《系统工程理论与实践》、《控制与决策》、《系统管理学报》、《软科学》等110余本国内外知名期刊的审稿专家。曾任2016ICHOLM国际会议的大会秘书长，FEBM2016、ICEME2017、ICHSS2017、HSMET2017、AIIE2017、GDN2018、IWMH2018、ISCISAT2018、CSAE2018、CNTST2019、ICCSCM2019、ICEIMEC2019、FSDM2019等国际会议的程式委员会委员。曾多次访问英国曼彻斯特大学、澳大利亚悉尼科技大学、西班牙格拉纳达大学等国际知名高校。
2019年5月在计算机科学领域进入ESI全球前1%的3270名科学家中排名第600位；在工程学领域进入ESI全球前1%的8766名科学家中排名第4497位。

学术研究

廖虎昌
先后师从IEEE Fellow、IFSA Fellow、IET Fellow徐泽水教授，西班牙皇家工程院院士Francisco Herrera教授，IEEE Fellow、IFSA Fellow Jie Lu教授和国际系统与控制科学院院士徐玖平教授。长期从事複杂信息决策理论与方法、认知计算与决策支持系统、模糊集与模糊系统、大数据驱动的医疗管理决策等方面的研究，丰富和发展了複杂信息的决策理论与方法体系。
主要包括：（1）提出了直觉模糊决策信息、犹豫模糊决策信息及犹豫模糊语言决策信息的混合加权信息融合方法；（2）建立了複杂模糊信息的测度理论，包括犹豫模糊信息和犹豫模糊语言信息的距离和相似性测度、关联性测度等；（3）系统地研究了含有複杂模糊决策信息的妥协决策方法，提出含有犹豫模糊决策信息的HF-VIKOR方法和含有犹豫模糊语言信息的HFL-VIKOR方法；（4）系统地提出了直觉模糊层次分析法，并给出了基于积性一致性的直觉模糊偏好关係的优先权生成方法；（5）构建了直觉模糊群决策的理论框架，并系统地研究了直觉模糊群体决策的共识测度方法；（6）首次提出了犹豫模糊偏好关係及其积性一致性，并给出了基于犹豫模糊偏好关係的决策方法；（7）把上述研究成功套用到医疗管理、民航服务质量管理、项目管理、国家留学基金委博士生评选等複杂问题的建模与决策中。
主持国家自然科学基金面上、青年项目，四川省社科规划重点、一般项目，四川省科技厅软科学项目，中国博士后基金特别资助、面上项目，四川省教育厅重大、重点项目，四川大学优秀青年学者科研基金项目，四川大学青年科技学术带头人培育项目，四川大学引进人才科研启动经费项目，中央高校基本科研业务费研究专项等各类项目20项。主研参与国家自然科学基金重点、面上项目，国家重点研发计画项目，四川大学青年学者高水平学术团队建设项目，四川大学长江学者项目等各类项目7项。

论文着作

出版着作

在国际Springer出版社出版全英文专着《Hesitant Fuzzy Decision Making Methodologies and Applications》1部，全英文书稿章节1章；在科学出版社出版学术专着《複杂模糊多属性决策理论与方法》和《直觉模糊偏好决策理论与方法》2部。
  1. Huchang Liao and Zeshui Xu, Hesitant Fuzzy Decision Making Methodologies and Applications, Springer, 2017.
  2. 廖虎昌. 直觉模糊偏好决策理论与方法. 科学出版社, 2017.
  3. 廖虎昌. 複杂模糊多属性决策理论与方法. 科学出版社, 2016.
  4. Huchang Liao and Zeshui Xu, Consistency and consensus of intuitionistic fuzzy preference relations in group decision making,In:Imprecision and Uncertainty in Information Representation and Processing, Studies in Fuzziness and Soft Computing, vol. 332, pp. 189-206, Springer, 2016. (Invited book chapter)

发表论文

廖虎昌
在《European Journal of Operations Research》、《Omega》、《IEEE Transactions on Cybernetics》、《IEEE Transactions on Fuzzy Systems》、《Information Sciences》、《Information Fusion》、《Knowledge-Based Systems》、《Fuzzy Sets and Systems》、《Expert Systems with Applications》、《Applied Soft Computing》、《Scientometrics》、《International Journal of Information Technology & Decision Making》、《International Journal of Intelligence Systems》、《Computers and Industrial Engineering》、《Soft Computing》、《Fuzzy Optimization and Decision Making》、《Environmental Engineering Science》、《International Journal of Fuzzy Systems》、《Journal of Intelligent & Fuzzy Systems》、《International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems》、《International Journal of Computational Intelligence Systems》、《International Journal of Machine Learning and Cybernetics》、《Computational and Mathematical Methods in Medicine》、《Kybernetes》、《Sustainability》、《Frontiers of Information Technology & Electronic Engineering》、《系统工程理论与实践》、《控制与决策》、《资源科学》等国内外重要期刊发表学术论文120余篇，SSCI收录24篇，SCI收录104篇，ESI全球前1%的高被引论文23篇，ESI热点论文9篇，Google Scholar被引4050次，单篇最高被引332次，H指数为36。
代表性论文（H指数36）
  1. Huchang Liao, Zeshui Xu and Xiao-Jun Zeng, Distance and similarity measures for hesitant fuzzy linguistic term sets and their application in multi-criteria decision making, Information Sciences, vol. 271, pp. 125-142, 2014. (被引频次332，SCI/EI)
  2. Zeshui Xu and Huchang Liao#,*, Intuitionistic fuzzy analytic hierarchy process, IEEE Transactions on Fuzzy Systems, vol. 22, no. 4, pp. 749-761, 2014. (被引频次221，SSCI/SCI/EI)
  3. Huchang Liao, Zeshui Xu, Xiao-Jun Zeng and Jose M. Merigó, Qualitative decision making with correlation coefficients of hesitant fuzzy linguistic term sets, Knowledge-Based Systems, vol. 76, pp. 127-138, 2015. (被引频次215，SCI/EI)
  4. Huchang Liao*, Zeshui Xu and Xiao-Jun Zeng, Hesitant fuzzy linguistic VIKOR method and its application in qualitative multiple criteria decision making, IEEE Transactions on Fuzzy Systems, vol. 23, no. 5, pp. 1343-1355, 2015. (被引频次201，SSCI/SCI/EI)
  5. Huchang Liao and Zeshui Xu, A VIKOR-based method for hesitant fuzzy multi-criteria decision making, Fuzzy Optimization and Decision Making, vol. 12, no. 4, pp. 373-392, 2013. (被引频次199，SCI/EI)
  6. Huchang Liao, Zeshui Xu and Meimei Xia, Multiplicative consistency of hesitant fuzzy preference relation and its application in group decision making, International Journal of Information Technology & Decision Making, vol. 13, no. 1, pp. 47-76, 2014.(被引频次153，SCI/EI)
  7. Meimei Xia, Zeshui Xu and Huchang Liao, Preference relations based on intuitionistic multiplicative information, IEEE Transactions on Fuzzy Systems, vol. 21, no. 1, pp. 113-133, 2013. (被引频次150，SCI/EI)
  8. Huchang Liaoand Zeshui Xu, Approaches to manage hesitant fuzzy linguistic information based on the cosine distance and similarity measures for HFLTSs and their application in qualitative decision making, Expert Systems with Applications, vol. 42, pp. 5328-5336, 2015. (被引频次149，SCI/EI)
  9. Zeshui Xu and Huchang Liao*, A survey of approaches to decision making with intuitionistic fuzzy preference relations, Knowledge-Based Systems, vol. 80, pp. 131-142, 2015. (被引频次112，SSCI/SCI/EI)
  10. 廖虎昌, 董毅明. 基于DEA和Malmquist指数的西部12省水资源利用效率研究[J]. 资源科学. 2011, 33(2): 273-279. (被引频次104，CSSCI/CSCD)
  11. Huchang Liao* and Zeshui Xu, Priorities of intuitionistic fuzzy preference relation based on multiplicative consistency, IEEE Transactions on Fuzzy Systems, vol. 22, no. 6, pp. 1669-1681, 2014. (被引频次95，SSCI/SCI/EI)
  12. Huchang Liao and Zeshui Xu, Subtraction and division operations over hesitant fuzzy sets, Journal of Intelligent & Fuzzy Systems, vol. 27, no. 1, pp. 65-72, 2014. (被引频次80，SCI/EI)
  13. Huchang Liao, Zeshui Xu*, Enrique Herrera-Viedma and Francisco Herrera, Hesitant fuzzy linguistic term set and its application in decision making: A state-of-the art survey,International Journal of Fuzzy Systems, vol. 20, no. 7, pp. 2084-2110, 2018. (被引频次78，SCI/EI)
  14. Huchang Liao, Zeshui Xu and Xiao-Jun Zeng, Novel correlation coefficients between hesitant fuzzy sets and their application in decision making, Knowledge-Based Systems vol. 82, pp. 115-127, 2015. (被引频次77，SCI/EI)
  15. Huchang Liao*, Zeshui Xu, X.J. Zeng and J.M. Merigó, Framework of group decision making with intuitionistic fuzzy preference information, IEEE Transactions on Fuzzy Systems, vol. 23, no. 4, pp. 1211-1227, 2015. (被引频次75，SCI/EI)
  16. Huchang Liao*, Zeshui Xu, Xiao-Jun Zeng and Dong-Ling Xu, An enhanced consensus reaching process in group decision making with intuitionistic fuzzy preference relations, Information Sciences, vol. 329, pp. 274-286, 2016.(被引频次73，SCI/EI)
  17. Yixin Zhang, Zeshui Xu, Hai Wang andHuchang Liao, Consistency-based risk assessment with probabilistic linguistic preference relation,Applied Soft Computing, vol. 49, pp. 817-833, 2016.(被引频次67，SCI/EI)
  18. Weishu Liu andHuchang Liao*, A bibliometric analysis of fuzzy decision research during 1970-2015,International Journal of Fuzzy Systems, vol. 19, no. 1, pp. 1-14, 2017.(被引频次65，SCI/EI)
  19. Xunjie Gou,Huchang Liao, Zeshui Xu and Francisco Herrera. Double hierarchy hesitant fuzzy linguistic term set and MULTIMOORA method: A case of study to evaluate the implementation status of haze controlling measures,Information Fusion, vol. 38, pp. 22-34, 2017.(被引频次62，SCI/EI)
  20. Xunjie Gou, Zeshui Xu andHuchang Liao, Hesitant fuzzy linguistic entropy and cross-entropy measures and alternative queuing method for multiple criteria decision making,Information Sciences, vol. 388, pp. 225-246, 2017.(被引频次62，SCI/EI)
  21. Huchang Liaoand Zeshui Xu, Some new hybrid weighted aggregation operators under hesitant fuzzy multi-criteria decision making environment, Journal of Intelligent & Fuzzy Systems, vol. 26, no. 4, pp. 1601-1617, 2014. (被引频次62，SCI/EI)
  22. Huchang Liaoand Zeshui Xu, Multi-criteria decision making with intuitionistic fuzzy PROMETHEE, Journal of Intelligent & Fuzzy Systems, vol. 27, no.4, pp. 1703-1717, 2014. (被引频次61，SSCSCI/EI)
  23. Dejian Yu andHuchang Liao*, Visualization and quantitative research on intuitionistic fuzzy studies,Journal of Intelligent & Fuzzy Systems, vol. 30, no. 6, pp. 3653-3663, 2016.(被引频次59，SCI/EI)
  24. Xunjie Gou, Zeshui Xu and Huchang Liao, Multiple criteria decision making based on Bonferroni means with hesitant fuzzy linguistic information,Soft Computing, vol. 21, no. 21, pp. 6515-6529, 2017. (被引频次55，SCI/EI)
  25. Huchang Liaoand Zeshui Xu, Consistency of the fused intuitionistic fuzzy preference relation in group intuitionistic fuzzy analytic hierarchy process,Applied Soft Computing, vol. 35, pp. 812-826, 2015.(被引频次51，SCI/EI)
  26. Yixin Zhang, Zeshui Xu andHuchang Liao, A consensus process for group decision making with probabilistic linguistic preference relations,Information Sciences, vol. 414, pp. 260-275, 2017. (被引频次48，SSCI/SCI)
  27. Huchang Liaoand Zeshui Xu, Extended hesitant fuzzy hybrid weighted aggregation operators and their application in decision making, Soft Computing, vol. 19, no. 9, pp. 2551-2564, 2015. (被引频次47，SCI/EI)
  28. Huchang Liao and Zeshui Xu, Satisfaction degree based interactive decision making method under hesitant fuzzy environment with incomplete weights, International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, vol. 22, no. 4, pp. 553-572, 2014. (被引频次47，SCI/EI)
  29. X Wu, Huchang Liao*, An approach to quality function deployment based on probabilistic linguistic term sets and ORESTE method for multi-expert multi-criteria decision making,Information Fusion 43, 13-26.(被引频次43，SCI)
  30. Jian Wu, Francisco Chiclana andHuchang Liao, Isomorphic multiplicative transitivity between intuitionistic and interval-valued fuzzy preference relations and application in deriving priority vector,IEEE Transactions on Fuzzy Systems26(1) (2018) 193-202.(被引频次43，SCI/EI)
  31. Haifeng Liu, Zeshui Xu andHuchang Liao, The multiplicative consistency index of hesitant fuzzy preference relation, IEEE Transaction on Fuzzy Systems, vol. 24, no. 1, pp. 82-93, 2015. (被引频次43，SCI/EI)
  32. Huchang Liao, Luanyi Yang, and Z.S. Xu, Two new approaches based on ELECTRE Ⅱ to solve the multiple criteria decision making problems with hesitant fuzzy linguistic term sets, Applied Soft Computing, vol. 63, pp. 223-234, 2018.(被引频次42，SCI/EI)
  33. Huchang Liaoand Z.S. Xu, Intuitionistic fuzzy hybrid weighted aggregation operators,International Journal of Intelligent Systems, vol. 29, no. 11, pp. 971-993, 2014. (被引频次41，SCI/EI)
  34. Huchang Liao, Lisheng Jiang, Zeshui Xu, Jiuping Xu and Francisco Herrera, A linear programming method for multiple criteria decision making with probabilistic linguistic information, Information Sciences, vol. 415, pp. 341-355, 2017. (被引频次40，SCI/EI)
  35. Y.L. Zhai, Z.S. Xu and Huchang Liao, Probabilistic linguistic vector-term sets and its application in group decision making with multi-granular linguistic information, Applied Soft Computing, vol. 49, pp. 801-816, 2016.(被引频次39，SCI/EI)
  36. Huchang Liao, Zeshui Xu and Meimei Xia, Multiplicative consistency of interval-valued intuitionistic fuzzy preference relation, Journal of Intelligent and Fuzzy Sytems, vol. 27, no. 6, pp. 2969-2985, 2014. (被引频次39，SCI/EI)
  37. Weishu Liu, Mengdi Gu, Guangyuan Hu, Chao Li,Huchang Liao, Li Tang and Philip Shapira, Profile of developments in biomass-based bioenergy research: a 20-year perspective, Scientometrics, vol. 99, no. 2, pp. 507-521, 2014. (被引频次35，SCI/EI)

ESI高被引论文

高被引论文（Highly Cited Papers）是指在过去近10年同年度同学科领域中被引频次排名位于全球前1%的论文。热点论文（Hot Papers）是指在过去2年所发表的论文近2个月的被引频次排在该学科排名全球前0.1%的论文。ESI以10年为1个周期对全球所有大学及科研机构的SCI、SSCI论文及其引用情况等进行统计和比较，每2个月更新一次。高被引论文和热点论文从文献角度反映了论文影响力，是衡量学校科研影响力的重要指标之一。
(The top one percent most highly cited articles published in Engineering/ Computer Science during 2005-2019) (23papers)：
  1. Xunjie Gou, Huchang Liao, Zeshui XuFrancisco Herrera. Double hierarchy hesitant fuzzy linguistic term set and MULTIMOORA method: A case of study to evaluate the implementation status of haze controlling measures, Information Fusion, vol. 38, pp. 22-34, 2017.(201901新增加, 201901热点论文)
  2. Xunjie Gou, Zeshui Xu, Huchang Liao, Multiple criteria decision making based on Bonferroni means with hesitant fuzzy linguistic information, Soft Computing, vol. 21, no. 21, pp. 6515-6529, 2017. (201901新增加, 201901热点论文)
  3. Xunjie Gou, Zeshui Xu, Huchang Liao, Hesitant fuzzy linguistic entropy and cross-entropy measures and alternative queuing method for multiple criteria decision making, Information Sciences, vol. 388, pp. 225-246, 2017. (201901新增加, 201901热点论文)
  4. Xingli Wu, Huchang Liao*, An approach to quality function deployment based on probabilistic linguistic term sets and ORESTE method for multi-expert multi-criteria decision making, Information Fusion vol. 43, pp. 13-26, 2018. (201901新增加为高被引论文)
  5. Huchang Liao, Zeshui Xu*, Enrique Herrera-Viedma, Francisco Herrera, Hesitant fuzzy linguistic term set and its application in decision making: A state-of-the art survey, International Journal of Fuzzy Systems vol. 20, no. 7, pp. 2084-2110, 2018. (201810新增加, 201901热点论文)
  6. Huchang Liao, Luanyi Yang, and Z.S. Xu, Two new approaches based on ELECTRE Ⅱ to solve the multiple criteria decision making problems with hesitant fuzzy linguistic term sets, Applied Soft Computing, vol. 63, pp. 223-234, 2018.(201810新增加)
  7. Jian Wu, Francisco Chiclana and Huchang Liao, Isomorphic multiplicative transitivity between intuitionistic and interval-valued fuzzy preference relations and application in deriving priority vector, IEEE Transactions on Fuzzy Systems, vol. 26, no. 1, pp. 193-202, 2018. (201807新增加)
  8. Weishu Liu and Huchang Liao*, A bibliometric analysis of fuzzy decision research during 1970-2015, International Journal of Fuzzy Systems, vol. 19, no. 1, pp. 1-14, 2017. (201805新增加)
  9. Huchang Liao*, Zeshui Xu, Xiao-Jun Zeng and Dong-Ling Xu, An enhanced consensus reaching process in group decision making with intuitionistic fuzzy preference relations, Information Sciences, vol. 329, pp. 274-286, 2016. (201703新增加)
  10. Huchang Liao*, Zeshui Xu and Xiao-Jun Zeng, Hesitant fuzzy linguistic VIKOR method and its application in qualitative multiple criteria decision making, IEEE Transactions on Fuzzy Systems, vol. 23, no. 5, pp. 1343-1355, 2015. (201701新增加)
  11. Huchang Liao and Zeshui Xu. Approaches to manage hesitant fuzzy linguistic information based on the cosine distance and similarity measures for HFLTSs and their application in qualitative decision making. Expert Systems with Applications, vol. 42, no. 12, pp. 5328-5336, 2015. (201609新增加，热点论文)
  12. Zeshui Xu and Huchang Liao*,A survey of approaches to decision making with intuitionistic fuzzy preference relations, Knowledge-Based Systems, vol. 80, pp. 131-142, 2015. (201607新增加)
  13. Huchang Liao and Zeshui Xu, Extended hesitant fuzzy hybrid weighted aggregation operators and their application in decision making, Soft Computing, vol. 19, no. 9, pp. 2551-2564, 2015. (201605新增加，201605新增ESI热点论文)
  14. Huchang Liao, Zeshui Xu, Xiao-Jun Zeng and Jose M. Merigó, Qualitative decision making with correlation coefficients of hesitant fuzzy linguistic term sets, Knowledge-Based Systems, vol. 76, pp. 127-138, 2015.
  15. Huchang Liao and Zeshui Xu, Priorities of intuitionistic fuzzy preference relation based on multiplicative consistency, IEEE Transactions on Fuzzy Systems, vol. 22, no. 6, pp. 1669-1681, 2014.
  16. Zeshui Xu and Huchang Liao#,*, Intuitionistic fuzzy analytic hierarchy process, IEEE Transactions on Fuzzy Systems, vol. 22, no. 4, pp. 749-761, 2014.
  17. Huchang Liao, Zeshui Xu and Xiao-Jun Zeng, Distance and similarity measures for hesitant fuzzy linguistic term sets and their application in multi-criteria decision making, Information Sciences, vol. 271 pp. 125-142, 2014.
  18. Huchang Liao, Zeshui Xu and Meimei Xia, Multiplicative consistency of hesitant fuzzy preference relation and its application in group decision making, International Journal of Information Technology & Decision Making, vol. 13, no. 1, pp. 47-76, 2014. (ESI热点论文)
  19. Huchang Liao and Zeshui Xu, Some new hybrid weighted aggregation operators under hesitant fuzzy multi-criteria decision making environment, Journal of Intelligent & Fuzzy Systems, vol. 26, no. 4, pp. 1601-1617, 2014.
  20. Huchang Liao and Zeshui Xu, Subtraction and division operations over hesitant fuzzy sets, Journal of Intelligent & Fuzzy Systems, vol. 27, no. 1, pp. 65-72, 2014.
  21. Huchang Liao and Zeshui Xu, Multi-criteria decision making with intuitionistic fuzzy PROMETHEE, Journal of Intelligent & Fuzzy Systems, vol. 27, no.4, pp. 1703-1717, 2014.
  22. Meimei Xia, Zeshui Xu and Huchang Liao, Preference relations based on intuitionistic multiplicative information, IEEE Transactions on Fuzzy Systems, vol. 21, no. 1, pp. 113-133, 2013.
  23. Huchang Liao and Zeshui Xu, A VIKOR-based method for hesitant fuzzy multi-criteria decision making, Fuzzy Optimization and Decision Making, vol. 12, no. 4, pp. 373-392, 2013. (ESI热点论文)

研究方向

複杂信息决策理论与方法、不确定多属性决策分析、智慧型计算与决策支持系统、模糊集与模糊系统、多源信息融合、大数据驱动的医疗管理决策、商务智慧型与数据科学、物流工程等。

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