615 research outputs found

    How the Changes in Exchange Rate Affect the Chinese Economic Growth?

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    This paper examines how the exchange rate affects Chinese economic growth. First, we go through the literature about exchange rate and how it affects the economic growth. We respectively analyze the transmission mechanism of RMB real effective exchange rate on the impact of Chinese import, export and foreign direct investment. We use the quarterly data from 1994 to 2016 and the method of cointegration test, Granger Causality test. From the test we found that the appreciation of RMB has a negative effect on Chinese economic growth. Further more, the correlation between total export and real effective exchange rate is negative. Meanwhile, the correlation between total import and real effective exchange rate is negative. For FDI, we found that the appreciation of RMB will decrease FDI

    Structured Assessment on Learning Progress

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    This paper presented a novel technique and practice of the assessment of learning progress of university students in an engineering discipline. Instead of measuring the effectiveness of accumulation of specific knowledge, the newly developed assessment technique evaluates the development of the intelligence of the students. The key components of the proposed technique are a performance-based method for the estimation of the intelligence level and a cognitive mental faculty-oriented decomposition method to determine the intelligence contribution factors for learning subjects and exam questions. The proposed technique was applied to assess the learning progress of a group of university students in the field of automation, and the results from test agreed with the expectation well

    Automatic Recognition of Knowledge Characteristics of Scientific and Technological Literature from the Perspective of Text Structure

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    This paper independently explores the chapter structure of scientific and technological literature in the field of shipbuilding in the natural sciences and the field of library and information in the social sciences. The chapter structure model of previous studies, namely \u27background, purpose, method, result, conclusion, demonstration,\u27 is quoted as the verification object of the document chapter structure in the field of exploration. In order to verify the rationality of the structure, this paper uses the deep learning models TextCNN, DPCNN, TextRCNN, and BiLSTM-Attention as experimental tools, and designs 5-fold cross-validation experiment and normal experiment, and finally verifies the rationality of the model structure, and It is concluded that the BiLSTM-Attention model can better identify the chapter structure in this field

    3-Allyl-1-(3-cyano­phenyl­methyl­ene)-2-methyl-1H-benzoimidazol-3-ium bromide monohydrate

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    In the title compound, C19H18N3 +·Br−·H2O, the dihedral angle between the allyl group and the imidazole ring is 89.59 (14)°, while the dihedral angle between the cyanophenyl ring and the imidazole ring is 78.72 (7)°. O—H⋯Br hydrogen bonds form an infinite chain in the c-axis direction and C—H⋯Br and C—H⋯O inter­actions expand this chain into an infinite three-dimensional network

    A Tabu Search algorithm for the vehicle routing problem with discrete split deliveries and pickups

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    The Vehicle Routing Problem with Discrete Split Deliveries and Pickups is a variant of the Vehicle Routing Problem with Split Deliveries and Pickups, in which customers’ demands are discrete in terms of batches (or orders). It exists in the practice of logistics distribution and consists of designing a least cost set of routes to serve a given set of customers while respecting constraints on the vehicles’ capacities. In this paper, its features are analyzed. A mathematical model and Tabu Search algorithm with specially designed batch combination and item creation operation are proposed. The batch combination operation is designed to avoid unnecessary travel costs, while the item creation operation effectively speeds up the search and enhances the algorithmic search ability. Computational results are provided and compared with other methods in the literature, which indicate that in most cases the proposed algorithm can find better solutions than those in the literature
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