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Dynamic Pricing Model of E-Commerce Platforms Based on Deep Reinforcement Learning 被引量:1
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作者 Chunli Yin Jinglong Han 《Computer Modeling in Engineering & Sciences》 SCIE EI 2021年第4期291-307,共17页
With the continuous development of artificial intelligence technology,its application field has gradually expanded.To further apply the deep reinforcement learning technology to the field of dynamic pricing,we build a... With the continuous development of artificial intelligence technology,its application field has gradually expanded.To further apply the deep reinforcement learning technology to the field of dynamic pricing,we build an intelligent dynamic pricing system,introduce the reinforcement learning technology related to dynamic pricing,and introduce existing research on the number of suppliers(single supplier and multiple suppliers),environmental models,and selection algorithms.A two-period dynamic pricing game model is designed to assess the optimal pricing strategy for e-commerce platforms under two market conditions and two consumer participation conditions.The first step is to analyze the pricing strategies of e-commerce platforms in mature markets,analyze the optimal pricing and profits of various enterprises under different strategy combinations,compare different market equilibriums and solve the Nash equilibrium.Then,assuming that all consumers are naive in the market,the pricing strategy of the duopoly e-commerce platform in emerging markets is analyzed.By comparing and analyzing the optimal pricing and total profit of each enterprise under different strategy combinations,the subgame refined Nash equilibrium is solved.Finally,assuming that the market includes all experienced consumers,the pricing strategy of the duopoly e-commerce platform in emerging markets is analyzed. 展开更多
关键词 Deep reinforcement learning e-commerce platform dynamic evaluation game model pricing strategy
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Long Distance GIL PD Fault Localization Method Based on Amplitude Difference and Time Difference Calculation of UHF Coupling Signal
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作者 Zhang Hui Hu Po Tao Ke 《Journal of Mechanics Engineering and Automation》 2016年第1期39-46,共8页
In the long distance GIL under certain conditions, this paper researches and realizes detection of PD characters and accurate fault localization through UHF coupling sensors at different positions of the GIL pipeline.... In the long distance GIL under certain conditions, this paper researches and realizes detection of PD characters and accurate fault localization through UHF coupling sensors at different positions of the GIL pipeline. The main methods for the detection are UHF signal amplitude difference (DOA) and time difference (TOF). We analyze the localization error by using TE and TEM component and high order TE mode component in electromagnetic coaxial wave guide theory. Research and field test prove the DOA detection error can meet the requirements of real-time online diagnosis and for history tracking analysis. The error of TOF detection method can be controlled within 3% and can be applied to the site. 展开更多
关键词 GIL partial discharge UHF EM-wave amplitude difference time difference fault localization.
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Design of Hygienic Support System & Research of Correlative Technology during Qinghai-Tibet Railway Operation
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作者 Liang Bozhou Wu Shiping 《工程科学(英文版)》 2006年第2期172-182,共11页
According to 4 aspects, including effect of plateau climate and environment on human health, epidemic characteristics of natural focal disease on Qinghai-Tibet plateau, supplying condition of drinking water resources ... According to 4 aspects, including effect of plateau climate and environment on human health, epidemic characteristics of natural focal disease on Qinghai-Tibet plateau, supplying condition of drinking water resources and managing mode of Qinghai-Tibet railway operation, this paper does research on main facing problems of hygienic support work during Qinghai-Tibet railway operation. It also represents if hygienic support work needs to reach zero death object, it must follow up the overall thinking that people oriented, management centric, equipment as base and environment as condition. It makes design of stratification and structure of hygienic support system, and makes a detailed discussion of mutual dependent relations, status and effect of each factor existed in stratification and structure. It discusses the key technologies and presents suggestions. The key technologies include checkup appraisal mode used for plateau traveling staffs to ensure the hygienic support system go on wheels, the scheme of pressure oxygen supplying and new wind rate exchange for plateau passenger trains, information transport system used for Qinghai-Tibet railway hygienic support, and medical rescue preparatory scheme for accidental accidents [1-3] . 展开更多
关键词 青藏铁路 高山病 保健支持系统 施工管理
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