Educational Background
Doctor Degree,Systems Engineering,Konan University, Japan
Master Degree,Applied Mathematics,Xidian University
Bachelor Degree,Mathematics,Hangzhou University
Academic Background
2008.01——2008.02,Visiting Scholar,The Hong Kong Polytechnic University, HK
2006.12——2007.03,Visiting Scholar,The Hong Kong University of Science & Technology, HK
2005.01——2005.02,Visiting Scholar,Konan University, Japan
2004.11——2005.01,Visiting Scholar,The Hong Kong University of Science & Technology, HK
2004.07——2004.09,Visiting Scholar,Konan University, Japan
2004.01——2004.02,Visiting Scholar,The Hong Kong University of Science & Technology, HK
2003.08——2003.11,Visiting Scholar,Konan University, Japan
2002.04——2002.10,Visiting Professor,City University of Hong Kong, HK
2001.08——2001.08,Visiting Scholar,The Hong Kong University of Science & Technology, HK
2000.11——2000.12,Visiting Scholar,City University of Hong Kong, HK
2000.04——2000.04,Visiting Scholar,The Hong Kong University of Science & Technology, HK
1998.08——1998.09,Senior Research Fellow,City University of Hong Kong, HK
Awards on Research
1999.01,Ministry of Education Ministry of Education Award for Science and Technology,Third Prize,Ministry of Education
1998.03,Shanxi Award for Science and Technology,Second Prize,Shanxi Province Government
Title of Honour
2001.01,The State Council Special Allowance,State Council
Journal Papers
| 1. | Jiguang Chen, Qiying Hu, Duo Shi, and Fuqiang Zhang. 2024. Quick response under strategic manufacturer. Manufacturing & Service Operations Management 26(1) 312-329.  |
| 2. | Zhongyi Jiang, Baiyi Wu, Qiying Hu, and Xiaojin Zheng. 2022. Cardinality-constrained programs with nonnegative variables and an SCA method. Journal of the Operational Research Society 73(3) 634-652. |
| 3. | Zehui Ge, Zhengkun Ren, Qiying Hu, and Yiheng Jia. 2021. A bounded commitment in vertical collaborations of new product development. Journal of Systems Science and Information 9(2) 154–174. |
| 4. | Yanmin Jiang, Xiaole Wu, Bo Chen, and Qiying Hu. 2021. Rawlsian fairness in push and pull supply chains. European Journal of Operational Research 291(1) 194-205. |
| 5. | Zehui Ge, Qiying Hu, Chon-Huat Goh, and Rui Zhao. 2021. Action-dependent commitment in vertical collaborations: The effect of demand-creating innovations in a supply chain. Transportation Research Part E: Logistics and Transportation Review 147 1-20. |
| 6. | Peng Wang, Rong Du, and Qiying Hu. 2020. How to promote sales: discount promotion or coupon promotion?. Journal of Systems Science and Systems Engineering 29(4) 381–399. |
| 7. | Changfeng Wang and Qiying Hu. 2020. Knowledge sharing in supply chain networks: Effects of collaborative innovation activities and capability on innovation performance. Technovation 94-95 1-13. |
| 8. | Zhongyi Jiang and Qiying Hu. 2020. The complexity results of the sparse optimization problems and reverse convex optimization problems. Optimization Letters 14 2149–2160. |
| 9. | Yannan Jin, Qiying Hu, Sang Won Kim, and Sean X. Zhou. 2019. Supplier development and integration in competitive supply chains. Production and Operations Management 28(5) 1256-1271. |
| 10. | Jizhou Zhan, Xiangfeng Chen, and Qiying Hu. 2019. The value of trade credit with rebate contract in a capital-constrained supply chain. International Journal of Production Research 57(2) 379-396. |
| 11. | Jing Hu, Qiying Hu, and Yusen Xia. 2019. Who should invest in cost reduction in supply chains?. International Journal of Production Economics 207 1-18. |
| 12. | Jiangfeng Fu, Xiangfeng Chen, and Qiying Hu. 2018. Subsidizing strategies in a sustainable supply chain. Journal of the Operational Research Society 69(2) 283-295. |
| 13. | Mengmiao Chen, Qiying Hu, and Hang Wei. 2017. Interaction of after-sales service provider and contract type in a supply chain. International Journal of Production Economics 193 514-527. |
| 14. | Sujuan Wang, Qiying Hu, and Weiqi Liu. 2017. Price and quality-based competition and channel structure with consumer loyalty. European Journal of Operational Research 262(2) 563-574. |
| 15. | Zhongyi Jiang, Qiying Hu, and Xiaojin Zheng. 2017. Optimality condition and complexity of order-value optimization problems and low order-value optimization problems. Journal of Global Optimization 69(2) 511-523. |
| 16. | Jiguang Chen, Qiying Hu, and Jing-Sheng Song. 2017. Supply chain models with mutual commitments and implications for social responsibility. Production and Operations Management 26(7) 1268-1283. |
| 17. | Jiguang Chen, Qiying Hu, and Jing-Sheng Song. 2017. Effect of partial cross wwnership on supply chain performance. European Journal of Operational Research 258(2) 525–536. |
| 18. | Yannan Jin, Xiaole Wu, and Qiying Hu. 2017. Interaction between channel strategy and store brand decisions. European Journal of Operational Research 256(3) 911–923. |
| 19. | Xiaoqin Wen, Chen Xu, and Qiying Hu. 2016. Dynamic capacity management with uncertain demand and dynamic price. International Journal of Production Economics 175 121-131. |
| 20. | Shuren Liu, Yimin Zhu, and Qiying Hu. 2016. Dynamic procurement management by reverse auctions with fixed setup costs and sales levers. Applied Mathematical Modelling 40(4) 3049-3061. |
| 21. | Jiguang Chen and Qiying Hu. 2015. Optimal payment scheme when the supplier’s quality level and cost are unknown. European Journalof Operational Research 245(3) 731–742. |
| 22. | Shuren Liu, Yimin Zhu, and Qiying Hu. 2015. Optimal inventory control and allocation for sequential internet auctions. Asia-Pacific Journal of Operational Research 32(2) 1-32. |
| 23. | Chuangyin Dang, Qiying Hu, and John Liu. 2015. Bidding strategies in online auctions with different ending rules and value assumptions. Electronic Commerce Research and Applications 14(2) 104-111. |
| 24. | Yannan Jin, Sujuan Wang, and Qiying Hu. 2015. Contract type and decision right of sales promotion in supply chain management with a capital constrained retailer. European Journal of Operational Research 240(2) 415-424. |
| 25. | Zehui Ge, Qiying Hu, and Yusen Xia. 2014. Firms' R&D cooperation behavior in a supply chain. Production and Operations Management 23(4) 599-609. |
| 26. | Yihua Wei, Chen Xu, and Qiying Hu. 2013. Transformation of optimization problems in revenue management, queueing system, and supply chain management. International Journal of Production Economics 146(2) 588-597. |
| 27. | Shuren Liu, Changgeng Liu, and Qiying Hu. 2013. Optimal procurement strategies by reverse auctions with stochastic demand. Economic Modelling 35 430-435. |
| 28. | Yihua Wei, Qiying Hu, and Chen Xu. 2013. Ordering, pricing and allocation in a service supply chain. International Journal of Production Economics 144(2) 590-598. |
| 29. | Wen, Xiaoqin, Jianfen Zhan and Qiying Hu. 2012. Dynamic pricing and capacity allocation policies with price-sensitive and stock-dependent demand. Pacific Journal of Optimization 8(3) 545-563. |
| 30. | Meng, Zhiqing, Min Jiang, and Qiying Hu. 2011. Dynamic cvar with multi-period risk problems. Journal of Systems Science and Complexity 24(5) 907-918. |
| 31. | Jia, Junxiu and Qiying Hu. 2011. Dynamic ordering and pricing for a perishable goods supply chain. Computers & Industrial Engineering 60(2) 302-309. |
| 32. | Xiaoning Luo, Yanmin Jiang, Qiying Hu. 2010. Supply Chain Coordination with Shelf-space and Retail Price Dependent Demand and Heterogeneous Retailers. Naval Research Logistics 57(8) 673-685. |
| 33. | Shizhong Ai, Rong Du, Qiying Hu. 2010. Dynamic Optimal Budget Allocation for Integrated Marketing Considering Persistence. International Journal of Information Technology & Decision Making vol.9(5) 715-736. |
| 34. | Qiying Hu, Yihua Wei, Yusen Xia. 2010. Revenue Management for a Supply Chain with Two Streams of Customers. European Journal of Operational Research 200(2) 582-598. |
| 35. | Tao Yang, Wuyi Yue, Jianfen Zhan, Qiying Hu. 2009. Optimisation of a Generalised M(k)/M/k Queueing System. Int. J. Revenue Management Vol.3(4) 428-440. |
| 36. | Rong Du, Shizhong Ai, Qiying Hu. 2009. Competition and Cooperation Between Brands in a Segment: an Analysis Based on a Semi-Markov Model. International Journal of Services Sciences Vol.2(1) 70-82. |
| 37. | Ge, Zehui and Hu Qiying. 2008. Collaboration in R&D activities: Firm-specific decisions. European Journal of Operational Research 185(2) 864-883. |
| 38. | DU Rong, HU Qiying, AI Shizhong. 2007. Stochastic Optimal Budget Decision for Advertising Considering Uncertain Sales Responses. European Journal of Operational Research Vol.183(3) 1042-1054. |
| 39. | MENG Zhiqing, HU Qiying, JIANG Min, ZHOU Gengui. 2007. Interactional programming model for the coexistence of competitions and cooperation problems. International journal of management science and engineering management Vol. 2(2) 138-146. |
| 40. | LI Du, HU Qiying, LIU Liming. 2006. A Profit Sharing Scheme for a Two-Firm Joint Venture. European Journal of Operations Research Vol.170(1) 277-292. |
| 41. | HU Qiying, YUE Wuyi. 2006. Optimal Control for Discrete Event Systems with Arbitrary Control Pattern. Discrete and Continuous Dynamical Systems, Series B Vol.6(3) 535-558. |
| 42. | LI Du, HU Qiying, YUE Wuyi. 2005. Analysis and Evaluation for Optimal Allocation in Sequential Internet Auction Systems with Reserve Price. Dynamics of Continuous, Discrete and Impulsive System: Ser. B Vol.12(4) 617-632. |
| 43. | MENG Zhiqing, HU Qiying, DANG Chuangyin, YANG Xiaoqi. 2004. An Objective Penalty Functions Method for Nonlinear Programming. Applied Mathematics Letters Vol.17(6) 683-689. |
| 44. | HU Qiying, YUE Wuyi. 2003. Analysis for Some Properties of Discrete Time Markov Decision Processes. Optimization Vol.52(4-5) 495-505. |
| 45. | HU Qiying, YUE Wuyi. 2003. Optimal Replacement of a System According to a Semi-Markov Decision Process in a Semi-Markov Environment. Optimization Methods and Software Vol.18(2) 181-196. |
| 46. | GUO Wenjin, ZENG Fengping, HU Qiying. 2003. Pointwise Chain Recurrent Maps of the Space Y. Bulletin of the Australian Mathematics Society Vol.67(1) 79-85. |
| 47. | HU Qiying. 2002. Average optimality in Markov decision processes with unbounded rewards. OR Transactions Vol. 6(1) 1-8. |
| 48. | HU Qiying, XU Chen. 1999. The Finiteness of the Reward Function and the Optimal Value Function in Markov Decision Processes. Mathematics Methods in Ope. Res. Vol.49(2) 255-266. |
| 49. | HU Qiying, WANG Jinling. 1998. Mixed Markov Decision Process in a Semi-Markov Environment with Discounted Criterion. J. Math. Anal. Appl. 219 1-20. |
| 50. | HU Qiying, WANG Jinling. 1998. Continuous Time Markov Decision processes with nonuniformly bounded transition rate: expected total rewards. Optimization Vol. 43(3) 219-233. |
| 51. | HU Qiying. 1997. Discounted Controlled Semi-Markov Process in a Semi-Markov Environment. Optimization 39 367-382. |
| 52. | HU Qiying. 1996. Non-stationary Continuous Time Markov Decision Processes with the Expected Total Rewards Criterion. Optimization 36 181-189. |
| 53. | Qiying Hu. 1995. Non-stationary Continuous Time Markov Decision Processes in a Semi-Markov Environment with Discounted Criterion. J. Math. Anal. Appl. 194 640-659. |
| 54. | HU Qiying. 1995. The Optimal Replacement of a Markovian Deteriorative System Under Stochastic Shocks. Micro-electronics and Reliability Vol.35(1) 27-31. |
| 55. | HU Qiying. 1994. Discounted Controlled Semi-Markov Process in a Semi-Markov Environment. Optimization 28 367-382. |
| 56. | HU Qiying. 1994. Continuous Time Discounted Markov Decision Process in a Semi-Markov Environment with its Approximating Problem. Optimization 30 163-176. |
| 57. | HU Qiying. 1993. Non-stationary Continuous Time Markov Decision Processes. J. Math. Anal. Appl. 179 60-70. |
| 58. | HU Qiying. 1992. Continuous Time Shock Markov Decision Processes with Discounted Criterion. Optimization 25 271-283. |
| 59. | HU Qiying. 1992. Discounted and Average Markov Decision Processes with Unbounded Rewards: New Conditions. J. Math. Anal. Appl. Vol.171(1) 111-124. |
| 60. | Qiying Hu. 2022. The Connotation, mission and framework of supply chains for community of shared future for mankind. Supply Chain Management 3(1) 7-16. (in Chinese) |
| 61. | Qiying Hu and Dajian Hu. 2020. Modern supply chains: definition and configuration. Supply Chain Management (1) 35-45. (in Chinese) |
| 62. | Xiaoqin Wen and Qiying Hu. 2018. Supply chain product strategy with the consideration of the opportunity cost of upstream members and consumers’heterogeneous preference in quality. Chinese Journal of Management Science 26(6) 62-71. (in Chinese) |
| 63. | Xiaoqin Wen and Qiying Hu. 2018. Quality choice in a supply chain based on quality consciousness and process innovation. Journal of Management Sciences in China 21(2) 80-90. (in Chinese) |
| 64. | Wei, Xin, Yiming Zhu and Qiying Hu. 2012. Pricing strategy of a multi-product monopolist with dependent demands. Operations Research and Management Science 21(5) 145-153. (in Chinese) |
| 65. | Wang, Sujuan and Qiying Hu. 2011. Business models for 3C retailers: Interactions of sales promotion and trade schemes. Journal of Management Sciences in China 14(4) 1-11. (in Chinese) |
| 66. | Zehui Ge, Qiying Hu. 2010. Collaborative R&D and Competitive Production in a Supply Chain. Journal of Management Sciences in China Vol.13(4) 12-22,56. (in Chinese) |
| 67. | Shuren Liu, Qiying Hu. 2010. A Dynamic Inventory/Allocation Model Based on Auctions with Multi-unit Demand. Mathematica Applicata Vol.23(1) 49-56. (in Chinese) |
| 68. | Xiaoqin Wen, Qiying Hu. 2009. A Study of the Optimal Batch Selling Quantities for a Class of Items. OR Transactions Vol.13(1) 120-128. (in Chinese) |
| 69. | Xu Yaqing, Wei Yihua, Hu Qiying. 2008. Revenue management problems for customer- and seller-pricing based on Priceline. Journal of Management Sciences in China 11(3) 63-69. (in Chinese) |
| 70. | Wei Yihua, Hu Qiying, Xia Yusen. 2008. A Continuous Time Revenue Management Problem with Multi2Channels. Chinese Journal of Management Science Vol.16(2) 37-41. (in Chinese) |
| 71. | Chen Hu, Wei Yihua, Hu Qiying. 2008. Competition-Based Airl ine Seat Allocation. Chinese Journal of Management Vol.5(2) 193-198. (in Chinese) |
| 72. | Wang Fei, Feng Zuren, Hu Qiying. 2008. Mixed reliable decentralized supervisory control of discrete event systems. Control Theory & Applications vol.25(1) 14-20. (in Chinese) |
| 73. | GE Zehui, HU Qiying. 2007. Tacit cooperation. Systems Engineering: Theory & Practice (7) 41-51. (in Chinese) |
| 74. | JIANG Min, HU Qiying, MENG Zhiqing. 2006. An Approximate Method on Solving Multi-objective Conditional Value-at-Risk. OR Transactions 10(2) 13-20. (in Chinese) |
| 75. | OU Weiming, HU Qiying. 2006. VMI strategy and its value of information in capacitated supply chain. J. Systems Engineering Vol. 21(4) 393-397. (in Chinese) |
| 76. | LI Du, HU Qiying. 2006. Study on bidding strategies in online auctions. Journal of Mgt. Sci. in China Vol. 9(3) 31-38. (in Chinese) |
| 77. | MENG Zhiqing, HU Yuda, HU Qiying. 2006. A method for solving group multi-objective decision problems. Systems Engineering: Theory & Practice Vol. 26(6) 69-74. (in Chinese) |
| 78. | YANG Tao, WEI Yihua, HU Qiying. 2006. Study for optimal inventory/pricing problems of non-homogeneous inventory system. J. Systems Engineering Vol. 21(3) 260-265. (in Chinese) |
| 79. | YANG Tao, WANG Jinlin, HU Qiying. 2005. Study on a deterministic inventory problem with capacity expansion. Sys. Engin. & Electronics Vol. 27(11) 1927-1931. (in Chinese) |
| 80. | WANG Fei, HU Qiying. 2005. Equivalence of non-blockings for event-based and state-based. Sys. Engin. & Electronics Vol. 27(3) 479-482. (in Chinese) |
| 81. | GUO Wenjin, HU Qiying. 2005. Multi-period portfolio optimization when exit time is uncertain. Journal of Mgt. Sci. in China Vol. 8(2) 13-19. (in Chinese) |
| 82. | DU Rong, HU Qiying, MENG Zhiqing. 2005. Optimal control model and theoretical analysis for organizational learning in manufacturing firms. Journal of Mgt. Sci. in China Vol. 8(2) 46-53. (in Chinese) |
| 83. | LIU Xuanhui, XU Chenxian, HU Qiying. 2005. Safe-first criteria of security portfolio selection in continuous time. OR Transactions Vol. 9(3) 71-82. (in Chinese) |
| 84. | JIANG Min, MENG Zhiqing, HU Qiying. 2005. An Equality Theorem on Multi-objective Optimization of Conditional Value-at-Risk. OR Transactions 9(1) 65-69. (in Chinese) |
| 85. | MENG Zhiqing, HU Qiying, HU Yuda. 2004. An optimal equilibrium solution for group decision making problems. J. Sys.Sci. & Math. Sci. Vol. 24(1) 28-34. (in Chinese) |
| 86. | KUANG Ninhua, HU Qiying, DU Rong. 2004. Orientation-service-stimulation model of knowledge-based firm. Journal of Mgt. Sci. in China Vol. 7(5) 91-99. (in Chinese) |
| 87. | DU Rong, HU Qiying, CHEN Kaizhou. 2004. Optimal pricing model for various brands within product category. Journal of Mgt. Sci. in China Vol. 7(3) 69-74. (in Chinese) |
| 88. | GUO Wenjin, ZHOU Youying, HU Qiying. 2003. Portfolio optimization with original risk stocks. J. Systems Engineering Vol. 18(5) 391-397. (in Chinese) |
| 89. | MENG Zhiqing, HU Qiying, YANG Xiaoqi. 2003. A general model of non-linear neural networks based on exact penalty function. Chinese J. Automaton Vol. 29(5) 755-758. (in Chinese) |
| 90. | MENG Zhiqing, HU Qiying, WANG Shouyang. 2003. An exact penalty theorem for a new penalty function. Advances on Natural Sci. Vol. 13(3) 328-330. (in Chinese) |
| 91. | LI Du, HU Qiying. 2002. A comparative analysis of reserve prices on sequential internet auctions. J. Sys.Sci. & Math. Sci. Vol.22(3) 343-354. (in Chinese) |
| 92. | LU Guibin, HU Qiying, GAN Xiaobin. 2002. Research on combined pricing and inventory strategy. J. Systems Engineering Vol. 17(6) 531-536. (in Chinese) |
| 93. | MENG Zhiqing, HU Qiying, DU Rong. 2002. s-optimal joint solutions for two-person cooperative interaction programming. Sys. Engin. & Electronics Vol.24(8) 17-20. (in Chinese) |
| 94. | MENG Zhiqing, HU Qiying, YANG Xiaoqi. 2002. A method of non-linear penalty function for solving integer programming and mixed integer programming. J. Control and Decision Making Vol.17(3) 310-314. (in Chinese) |
| 95. | WEI Yihua, HU Qiying. 2002. Continuous time revenue management with maximal & minimal reservation prices. Journal of Mgt. Sci. in China Vol. 5(6) 47-52. (in Chinese) |
Conference Proceedings
| 1. | Jing Hu and Qiying Hu. 2017. Contract type of complementary product and service with quantity decisions. International Conference on Service Systems & Service Management Dalian, China 1-6. |
Academic Works
Qiying Hu. 2023. Stochastic Dynamic Decision-Making: Theory and Applications. Xi'an University of Electronic Science and Technology Press, Xi'an.
Qiying Hu and Jizhang Wang. 2021. A Theory of Enterprise Evolution in The Digital Age. China Science Publishing & Media Ltd, Beijing.
Qiying Hu, Jing Hu, and Xiangfeng Chen. 2020. Modern Supply Chains: Connecting Enterprises, Urbans, and Countries. China Science Publishing & Media Ltd., Beijing.
Qiying Hu. 2016. Supply Chain Management and Business Model: Analysis and Design. Tsinghua University Press, Beijing.
Qiying Hu,WUYI YUE. 2008. Markov Decision Processes with Their Applications. Springer, USA.
Qiying Hu, Jianyong Liu. 2000. An Introduction to Markov Decision Processes. Press of Xidian University, Xi'an.
Guohua Xu, Qiying Hu. 1996. Supervisory Control for Discrete Event Dynamic Systems. Henan Press of Science & Technology, Zheng Zhou.
Translated Works
Putting Auction theory to Work, Putting Auction theory to Work,Beijing,Press of Tsinghua University,2006.07 (in Chinese)
Qiying Hu, Rong Du, Marketing of High-Technology Products and Innovations,Beijing,Press of Mechanical Industry,2002.07 (in Chinese)
Teaching Materials, etc.
Qiying Hu. 2024. Tao Te Ching: What to Say and How to Use. Zhejiang Publishing United Group Digital Media Co., LTD, Hangzhou. (in Chinese)
Hua Li and Qiying Hu. 2019. Forecasting and Decision Making (Second Edition). China Machine Press, 北京. (in Chinese)
Qiying Hu and Yongcai Mao. 2017. Stochastic Processes (Second Edition). Xidian University Press, Xi An. (in Chinese)
Hua Li and Qiying Hu. 2012. Forecasting and Decision Making. China Machine Press, Beijing. (in Chinese)
Qiying Hu. 2012. Stochastic Operations Research. Tsinghua University Press, Beijing. (in Chinese)
Zehui Ge, Zhiqing Meng and Qiying Hu. 2011. Coopetition---Mathematical Models and Supply Chain Management. Science Press, Beijing. (in Chinese)
LI Hua, HU Qiying. 2005. Forecasting and Decision. Press of Xidian University, Xi'an. (in Chinese)
XU Yu, HU Qiying. 2001. Operations Research. Shanxi People's Publishing House, Xi'an. (in Chinese)
MAO Yongcai, HU Qiying. 1998. Stochastic Processes. Press of Xidian University, Xi'an. (in Chinese)
Research Projects
2023.01—2026.12, Principal Investigator, Optimal Strategies for Dynamic Inventory Management Problems without Considering Convexity, National Natural Science Foundation of China
2017.01—2020.12, Principal Investigator, A Study on Supply Chain Management for Smart Products, National Natural Science Foundation of China
2013.01—2016.12, Principal Investigator, R&D Collaboration in Supply Chains, National Natural Science Foundation of China
2010.01—2012.12, Principal Investigator, A Study on Revenue Management with Multi-Period and Supply Chain, National Natural Science Foundation of China
2006.01—2008.12, Principal Investigator, Studies on Some Problems in Revenue Management, Fudan University
2003.01—2005.12, Principal Investigator, Studies on Some Problems in Stochastic Dynamic Decision Making, Xidian University
2000.01—2002.12, Principal Investigator, State Feedback Control for Discrete Event Dynamic Systems, Xidian University
Academic Posts
2024.10—,常务理事,中国运筹学会
2021.09—,Regional Editor,International Journal of Revenue Management
2009.01—,Regional Editor China,International Journal of Revenue Management
2007.06—,Member of the Board of Directors,Chinese Society of Decision Sciences, China
Academic Conferences
2009.09, The Eighth International Symposium on Operations Research and Its Applications, Zhangjiajie
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