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A new neuron classification algorithm called NCA is proposed in the paper.The neurons of NCA divided the sample space non-linearly and adjusted themselves to cover the sample space optimally.After the noise data processed,the generalization of NCA has been enhanced.In the forecast,the introduction of law of attraction not only overcome the lack of Euclidean distance but also increases the accuracy...
Traditional assignment problem can not deal with fuzzy and uncertain evaluation data, which hinders the development of assignment problem (AP). With the deep study on subjective evaluation and linguistic model, we presented an improved 2-Tuple model for task assignment with multi-mode and multi-resource information. By using the model, we could standardize and fuse the evaluation data, and then find...
Using a cross-sectional logistic regression model and economic value added index, this paper explores the motive and value creation of mergers and acquisitions. The results indicate that an increase in market value and economic value added will increase a firm's likelihood to engage in takeover transactions because of high level of managerial ability and low agency cost, while increasing in asset-liability...
In order to improve the production efficiency and management decision-making capability of coating line for large hp wheeled tractor chassis, RFID technology was introduced to MES system, and then a management and control integration systems of this production line was studied and developed. Based on the practical analysis of production field, the seamless connection between the management layer (top-layer)...
By learning from past articles about customer equity of domestic and foreign scholars, we make the study of evaluation index system about aviation industry's customer equity value. First of all, the paper analyzed the characteristics of the airline's customers, combined the research results of related literature, then proposed the evaluation index aviation industry's customer equity value. And then...
With the development of coastal region in Tianjin Binhai new district, environmental pollution, exhaustion of resources and ecological hazards are aggravated continuously. So for efficient utilization of resources and realization of sustainable development, study on the carrying capacity assessment of coastal region is the key means for guiding the management. This paper presents a Data-Driven Model...
The cascade multilevel inverter can reduce the voltage stress of the power switches and output filter inductance, also it is easy to modularize and some phase voltages are redundant, so it is very suitable for high voltage applications. In this paper a multi-level cascaded DC/AC converter with on single DC power source are presented and a practical modulation are give. The stepping modulation method...
Because the drilling complications happen randomly and uncertainly,this article uses association rules algorithm to analyze and predict the connections among drilling troubles and its researching data is the complications happened around the oil well,then draw a conclusion whether one or more complications can cause others,so as to improve the forecasting accuracy of drilling troubles,and we can take...
Software maintenance ensure the normal operation of the basic work, accurate cost estimation ensure the normal maintenance of the necessary software tools. The Article describe the types of software maintenance, analysis the impact of software maintenance costs of technical factors and non-technical factors, give software maintenance of the basic cost estimation model and improvement of cost estimation...
This article uses the autoregressive distributed lag - Error Correction Model (ARDL-ECM) to analyze the real estate prices and interest rate data from the fourth quarter of 1998 to the first quarter of 2008 .The results show that the interest rate and the real estate prices , in the long run, are negatively related; in the short term, the impact of interest rates on real estate prices lags 2 periods,...
Ad hoc networks consist of a set of identical nodes that move freely and independently and communicate with other node via wireless links. Such networks may be logically represented as a set of clusters by grouping together nodes that are in close proximity with one another. Clusterheads form a virtual backbone and may be used to route packets for nodes in their cluster. In this paper, a routing scheme...
Knowledge sharing in industry-university cooperation through external sources internalization, realized the resources sharing and complementary strengths, help shorten the organization innovation time, strengthen the organization competition status.This paper reveals the principle of cooperative game theory; analyses the game assumption and game process of partners selecting on knowledge sharing in...
Second Life is a novel internet-based virtual environment and a large number of participants are attracted since it was founded. Meanwhile, various educational and social activities were carried out with many agencies involved in. According to the visual campus circumstance, a three-dimensional situational networked learning environment training rooms was established, and the key issues on how to...
SaaS is a revolutionary software service mode and it changes the relations of software developer and customer entirely. In this paper, we introduce a model for service clustering based on feature label. We discuss the steps which should be conducted in a generic clustering algorithm, and present hierarchical clustering algorithm to conduct the clustering operation. We also present a case study to...
Interactive Dynamic Influence Diagrams (I-DIDs) constitute a graphic model for multi-agent decision making under uncertainty, but solving them is provably intractable. Algorithms for solving I-DIDs face the challenge of an exponentially growing space of candidate models ascribed to other agents, over time. Pruning behaviorally equivalent models is one way toward minimizing the model set, but composing...
Molodtsov introduced the concept of soft sets, which can be seen as a new mathematical tool for dealing with uncertainty. In this paper, we initiate the study of soft R0-algebras by using the soft set theory. The notion of filteristic soft R0-algebras is introduced and some related properties are investigated.
This paper introduces the design and implementation of contactless integrated circuit (IC) card in the on-board unit (OBU) module. The MSP430F5418 micro control unit (MCU) for control chip is used in the model, the design of hardware, power management module and software are introduced based on CL RC632 contactless IC card in detail. In addition, hardware interface circuit and Mifare contactless IC...
The presentation of mine monitoring system based on ADSL, solves the existing problems such as poor reliability, hard maintenance. The paper mainly studies mining ADSL channel capacity under AWGN. Then the paper calculates the capacity of selected cable under the explosive atmosphere, and concretely researches the relationship of the channel capacity, the length of twisted pair, the input power and...
By learning the various character image samples, the automatic and synchronistic generation of new Chinese calligraphy styles is a key problem in the computer artistic simulating. A curve analogy method based on FSVM is proposed which can generate new calligraphy styles with the user's constraining styles'parameters. Firstly, the input character image samples are transferred into a hierarchical stroke...
The operation principles of proton exchange membrane (PEM) fuel cell system relate to thermodynamics, electrochemistry, hydrodynamics, mass transfer theory, which form a complex nonlinear system, and it is different to establish its mathematical model. This paper utilizes the approach and self-study ability of artificial neural network to build a model of nonlinear system, and adapts the modified...
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