Advances in Intelligent Systems Research

In the Internet plus era, the development of the sharing economy has given birth to the rapid growth of entrepreneurial enterprises and accelerated the transformation of human resources management. Based on the theory of synergy, the research builds a multi-agent, multi-factor, collaborative and complementary...

Membrane computing (P system) is a new computing model; it comes from the research of the basic function and structure of creature’s cell membrane. It has complex structure and multi-level. It converges quickly and has high quality of the optimal results. In this article, discussed the basic theory of...

The large space building fire source locating technology is an important link to automatic fire detection and extinguishing. This paper introduces a method that determines fire source location using three-dimensional reconstruction techniques based on accurate fire detection. The process includes: feature...

Invasion of drilling mud filtrate into a reservoir is related to time after the bed was reached, so that logging-tool response is a function as time. Traditional algorithms of resistivity inversion are based on a simplified step-invasion model that is independent on time, hence it is difficult to obtain...

Since joining the WTO, China's growing openness of the retail sector, and before the end of 2004, China phased out of restrictions on foreign investment in the retail business area, the number of shares and other aspects. Rapid development of home appliance chain enterprises are extremely stunning. How...

The Internet of things is a kind of network connecting any things to the Internet based on the existing RFID system of the Internet and other information sensing devices and according to the predetermined protocol for information exchange and communication so as to achieve intelligent identification,...

The fuel supply quantity of high-pressure pump and the fuel supply quality from constant pressure valve to high pressure vitta was very important to capacity of the diesel engine. In this paper, the model of the fuel injection system is established by Hydism and the model is integrated with Isight in...

Preparing for job interviews is often a challenging and stressful process, especially when candidates are uncertain about the types of questions they may face or how their responses will be evaluated. This research introduces an advanced AI-based tool designed to simulate real interview scenarios, helping...

The social & economic development of a country/region has experienced three stages: factors of production driven, capital driven, innovation driven. During the innovation driven stage, the sustainable development of society rely on individuals with great innovative capability and aggregation of different...

The current mine personal positioning is not precise. An improved RSSI is present in this paper to improve the precise of mine personal positioning. The personal positioning system will be completed with trilateral localization algorithm and differential correction algorithm finally.

The condenser of freeze-dryer is used to capture the water vapor from the drying chamber. A common problem of the condenser is that the frost is non-uniform and prone to "ice plugs". This paper studies the condenser of large food freeze-drying equipment, the structure of the condenser shell is changed...

With the development of the 3d industry, 3d video quality assessment method has become one of the hot spots. But now the main research directions are concentrated in reference stereoscopic video evaluation method and subjective evaluation method, which also have made some progress. Objective no-reference...

The development of the car bus is introduced and then the communicating sections of FlexRay are constructed by the use of TMS320F28335 DSP, MFR4310 and TJA1080. The methods of design and communication are analyzed. And the FlexRay model is programmed.

With the rapid development and progress in computer science and information science technology, the combination of computer and real-world is needed. New technologies also provide novel techniques for environmental management. This paper establishes a framework for an Environmental Internet of Things...

Combining colored Petri net with object-oriented technology, a new object-oriented colored timed Petri net (OCTPN) method was proposed and the scheduling model of a dual-resource constrained job shop was built. The model has good reusability comparing with the model built by process-oriented technology....

After implementing the comprehensive management project of wangkuai-Xidayang reservoir, water supplementing Baiyangdian Lake from Wangkuai Reservoir will pass through the rivers in Baoding urban area, providing water for environment in Baoding Municipality. It can counteract heat-island effect and beautify...

In this work, a new multisensor data fusion architecture integrating neural network and fuzzy logic techniques is introduced, which has the ability of fast adjusting acceleration parameter and covariance of measurement noise of sensors. In this architecture, the neural network estimates acceleration...

The importance of automatically recognizing emotions in human speech has grown with the increasing role of spoken language interfaces in human-computer interaction applications. In this paper, a emotion classification method base on GMM is presented. Five primary human emotions, including anger, surprise,...

Proposed a new index structure, named MG2R*, can efficiently store and retrieve the past, present and future positions of network-constrained moving objects. It is a two-tier structure. The upper is a MultiGrid-R*-Tree (MGRT for short) that is used to index the road network. The lower is a group of independent...

This paper presents a comparative analysis of the performance of fuzzy approaches on the task of predicting customer review ratings using a computational intelligence framework based on a genetic algorithm for data dimensionality reduction. The performance of the Fuzzy C-Means (FCM), a neurofuzzy approach...

Pick to compared with the traditional teaching model, hybrid teaching based on constructivism learning theory, due to the rapid development of technical advantage, but based on hybrid flip class, class, class teaching model research focused on the definition, nature, hindering factors analysis, and many...

The network wiretap biggest challenge to the network safety. Chaperonage network technique of continuously development, make ether net safety problem research more and more importance, involve a network safety the realm have many safety technique, but these technique of realization all demand depend...

An efficient coin recognition system based on correlation is proposed. The system is built by a camera and a computer with the recognition algorithm implemented by software MATLAB. The correlation process in the two-dimensional frequency domain utilizes the two-dimensional Fast Fourier Transform to improve...

In recent years, micro-blog has become an important part of College Students' life, and become a new way to the innovation of College Students' education. The rapid development of micro Bo cause the attention of scholars, but microblogging on College Students' study on the influence of vision is relatively...

Smart home gateway is the key to external access networks and smart home network connection device, and it can accept signals from different external networks, transmitting signals to an smart home device via home network to control and manage a home network internal device, introduces the technical...

In order to complete a realistic strong body crushing process and has some high ground real-time, simulation methods was proposed to simulate impact on the destruction of the object-based process. Firstly, the physical properties of different materials of glass, concrete and marble, through continuous...

In order to quickly retrieval the interested image from the mass images, this paper proposed a composite descriptor based on contour shape and spacial feature for image retrieval. Firstly, we extract the contour by the shape matrix Fourier descriptor(SMFD).Then, use the adjacent contour sampling points...

Mechanical coupling is one of the key factors that cause scanning probe mechanical error. Minimizing or eliminating the mechanical coupling error can Optimize structural design of the probe. A three-dimensional scanning probe is designed with three-brach flexibility parallel mechanism, whose guiding...

On the background of the deduplication needs of repeated documents in Internet, research the deduplication technique based on Simhash algorithm on large-scale documents. On the basis of taking the Simhash algorithm as core algorithm in duplicated documents detection, improve the procedure of achieving...

Nowadays, with the popularity of online shopping, there are more and more online shops with sellers from all around the country selling various kinds of goods on the Internet. Then, this paper mainly researches the principles which customers should follow while choosing and purchasing among so many goods...

A colored Petri net is used to model the job shop scheduling problem with dual-resource constraints. The objective of scheduling problems is to minimize make-span. Firstly, the Petri net model of the flexible JSP is constructed based on object-oriented approach. Secondly, GA is applied based on the colored...

One of the purposes of higher education is to develop qualified personnel to serve the development of local economy. Therefore, college students' service consciousness should be cultivated so as to achieve this goal. It is the need of the advance of local economy and society, the further development...

Toward the ill-conditioned Problem of Gauss- Markov model, analyze the causes and all kinds of methods, emphatically research the computational process of Two-Step method. Extending and simplifying Two-Step method, give a new method for solving ill-conditioned problem, multi-step method. Detailedly expound...

Designed a DNA-based genetic algorithm under the universal architecture of organic computing, combined particle swarm optimization algorithm, introduced a crossover operation for the particle location, can interfere with the particles’ speed, make inert particles escape the local optimum points, enhanced...

The concept of intelligent transportation has been accepted by the community and has also been widely used. Meanwhile, the problems of intelligent transportation systems have revealed. Then, the internet of things provides a new way for the development of intelligent transportation. This paper firstly...

This paper presents a new random multiple access control protocol – 1-persistent CSMA control protocol based on improved binary tree conflict resolution algorithm. First, the paper gives an outline of 1-persistent CSMA and the binary tree conflict-resolving algorithm by building a mathematical model...

The paper collect the data of industrial waste water, industrial waste gas, industrial solid wastes, foreign direct investment (FDI) and net export of Jiangsu Province from 1995 to 2014 ,with the methods of econometrics and E-views, to analyze quantitatively the relationship between FDI of Jiangsu and...

The development of information technology has accelerated the reform and innovation of higher vocational education, and it has even gradually become the dominant form of higher vocational education. Mixed teaching is an innovation and upgrading of traditional teaching methods. By integrating the network...

Due to the DC bias of the neutral earthed transformers caused by UHVDC earth-return current, it’s very important to study the DC current distribution in AC power grid. Based on the 800kV Xiangjiaba-Shanghai UHVDC power transmission project, this paper simulates the DC current distribution in Northern...

When entering the big data era, the course teaching of the ideological and political theory is facing new challenges. Based on deeply understanding the characteristics of the big data era, we propose an O2O mode in ideological and political theory course teaching and its characteristics are also presented....

The intangible assets have become an important driving force of national economic growth and enterprise development with the transition from industrial age to the information age. People become more concerned about the intangible assets. While, the current criteria have some problems in accounting treatment,...

This paper designs a security system for warehouse’s security. Based on linux and S3C2440, this system’s peripheral devices include temperature sensors, humidity sensors, cameras, web clients, Android clients, fans, and led. It uses the temperature sensor to monitor the temperature and fire, uses camera...

This article proposed a new method which introduces human body structure into gesture recognition besides the traditional vision information. By establishing the target’s skeleton model, the system could rule out background interference quickly from the real-time frames, then locate the target’s joints...

The virtual prototype system framework of the cam mechanism is established. The three-dimension (3-D) digital model of the cam is built with Pro/E. Dynamic simulation analysis of the cam mechanism is studied by means of software ADAMS. The results supply the bases for the structure optimization of the...

Stray animals face significant challenges, including abandonment, neglect, and limited access to care. Research reveals that traditional rescue methods are hindered by fragmented communication, inefficient reporting systems, and insufficient community involvement. This study analyses the current state...

Chinese character structure(CCS) is too complex to be represented or recognized by computer. In literature [6], simple grid was proposed to be representation tools for CCS. In order to check effectiveness of CCS representation based on simple grid, the method of CCS recognition based on Bayesian learning...

A novel algorithm based on the iterated unscented Kalman filter (IUKF) is proposed in this paper to train the weights and bias of the neural network. In the proposed algorithm, the weights and bias are considered as the states, and the outputs of the network are used as the measurements for the IUKF....

With the development of the network information, information processing is vital in all aspects. Information filtering is more important research aspect. Especially Chinese information filtering is urgent affairs. According to research of the domestic and abroad, in the article vector space method and...

Data acquisition is the most fundamental task of the wireless sensor network. This sensor data to reduce redundancy of the compression mechanism, compression module is given a concrete realization of the cost of the LTC algorithm itself. Compression mechanism of the design decisions were discussed motives,...

This paper introduced a kind of digital signal processor (DSP) control system of several ( 2) dc motors, and described the development of dc motor control interface using C# language based on Visual Studio 2010 (VS2010) software platform. The mechanism of serial communication as well as its control on...

Due to the booming of world shipping industry, the pollution of marine environment from ships becomes more and more serious. Under the legal framework of International Maritime Organization (IMO), the MARPOL Convention made great contribution to the prevention pollution from ships. However, there are...

Synchrony among neuronal impulses (or spikes) plays, according to some of the most prominent neural coding hypotheses, a central role in information processing in biological neural networks. When dealing with multiple electrode recordings (i.e., spike trains) modelers generally characterize synchrony...

As the most dynamic new favorite of the information age, mobile e-commerce is the third form in the development of e-commerce and it has achieved the second leap of e-commerce. Compared with traditional e-commerce, mobile e-commerce has three distinctive characteristics: provide 3A services, that is,...

The traditional sports teaching model seriously ignores the students 'subjectivity and is difficult to adapt to the development requirements of military sports. The teaching mode of the sports club makes up for the traditional teaching mode neglecting to give play to the students 'subjectivity and creativity,...

Nowadays, globalization is an unavoidable tendency. Urban is taking an important role in the world, and the competition among urban becomes severer. The ability of competing with other cities have drawn more and more attention. Based on a brief description of literature review, a method based on stakeholders'...

In the thesis the author analyzed the lack of credit in the course of the construction of China’s e-commerce, the main bottleneck in its sound development, explored its causes, and on which basis, puts forward some constructive measures and suggestions to improve the credit in the construction of China’s...

In order to implement the Party's basic spirit of ecological civilization construction in the eighteenth congress, the universities which its core tasks is personnel training should actively promote the sustainable development education in practicing ecological civilization construction. The sustainable...

Parts of fixture design directly affects the processing quality of parts, especially the torque overload protector parts processing. In this paper, through the design of the function-feature-structure model, based on CAD/CAE common software, through Solid Works three-dimensional modeling software to...

Silicon oxycarbide(SiCO)thin films are a kind of glassy compound materials, which possess many potential excellent properties such as thermal stability, big energy band, big refractive index and high hardness, and have many potential applications in space. The preparation processes of SiCO thin films...

Network externality is a vital characteristic of the products in economics of networks. Network congestion will lead to negative network externality when digital products are communicated in the net. It will effectively decrease the negative network externality via developing a suitable pricing mechanism....

Based on the purposes of the fast control of vehicle. CAN bus principle was used to design a personalized car control system method and Applicated CANoe software to design a four node control system, network node was definited, a message database was created, virtual panel and CAPL program was editde,...

Actual dynamic lift is an important index to measure the load capacity of agricultural unmanned aerial vehicle (AUAV). In real operation, it is difficult to obtain the accurate value of dynamic lift, which is easily affected by environmental factors, such as wind and other disturbances. In this paper,...

To effectively solve the problem of semantic similarity between concepts, the existing concept semantic similarity computation methods were studied and an improved concept semantic similarity computation algorithm based on domain ontology was put forward. In the process of computing concept semantic...

To address the lack of intelligence and the traditional client engine server overload problem, we design a browser-based caching mechanism and ajax technology, Cache Engine (CE).It will separate the business logic from data access, and business logic will be transferred to the client implementation,...

The regional development theory in western countries has been 170 years. It is a certain reference function for regional development planning in China. Culture industry is a kind of recently emergent industries in China The application of western regional development theory on the practice of regional...

Super-resolution is a process via fusing low-resolution image frames to obtain high-resolution images that typically requires highly accurate image registration. The modern non-local means super-resolution algorithm has successfully evaded the problem of image registration. However, its great computational...

Buffer insertion is an efficient technique in inter-connect optimization. By inserting numbers of buffers, a wire can be turned into several nodes, so the total delay can be reduced. Buffer insertion has become a hot area of research in recent years. By constructing the optimal buffer insertion model,...

Since the 2008 financial crisis, the European debt crisis continuous fermentation in the background, the financial risk has become the focus concern of governments. Risk measurement is the core part of risk management in China, the opening of financial market background, research on risk measurement...

Internet plus" era, the traditional pattern of college students is its shortcomings, this paper from the sociological perspective and point of view, universities in Shaanxi as the research object, in the management of college students is the focus of the study, from the social work theory, based on the...

Recent research and experiments have showed that clustering ensemble approaches can enhance the robustness and stabilities of unsupervised learning greatly. Most of them focused on crisp clustering combination. However, in this paper, we offer a decision model based on fuzzy set theory for fuzzy clustering...

The article introduces a kind of LED light source and light controller lighting for the defect inspection system for the beer bottle. The light source includes three kinds of color, red, blue and green. The light controller powers the LED light source, adjusts the brightness and color of LED light source,...

This paper puts the ecological system theory into human resources management of auto aftermarket industry creatively. Ecosystem model of human resource of auto aftermarket industry is constructed from six aspects. Then, a series of management strategy is designed accordingly.

This paper presents a robotic system for surface measurement, and which was designed in the form of “Scanner + Robot + Position-adjustor”. Firstly, the main components in the system are briefly introduced and the working principles are described. Then, a series of key problems involved in the system,...

Instead of performing the integration explicitly to calculate the magnetic field from an arbitrary shaped wire, an improved method was proposed. The magnetic field generated by a straight line segment carrying steady current was calculated based on the Biot-Savart law. The new approach is to break the...

This work addresses the issue of power quality and reliability problems caused by voltage sag and swell with precise voltage control test system for medium-voltage radial distribution networks. The installation of distribution static synchronous compensator is analyzed and the steady state performance...

As a compulsory course for medical students, health law has mature teaching methods. Case teaching methods in the teaching of health law have been commonly used. However, most of the implementation of case teaching methods remains at the stage of "illustrate", "case teaching", which may not reflect the...

In order to make up for the wind tunnel test equipment of folding reticulated shells restrictions which lead to wind pressure data measured on the surface of structure has a low density. This passage based on the basic principle of RBF neural network, using the programming software MATLAB to predict...

Recently, some extensions of the classical fuzzy sets are studied in depth due to the good properties that they present. Among them, in this paper finite interval-valued hesitant fuzzy sets are the central piece of the study, as they are a generalization of more usual sets, so the results obtained can...

The effect of image enhancement has an impact on features extraction and the fingerprint identification of recognition rate, according to the research of traditional fingerprint image enhancement technology, an improved Gabor filtering for fingerprint image enhancement technology is proposed, using orientation...

As a basic study of most economic colleges, Economic Mathematics has permeated through various fields, In view of the problems in Economic Mathematics teaching, relevant countermeasures against problems are given here, such as infiltrating the human spirit, focusing on application perspective, introducing...

We Propose PSO-BP network traffic prediction algorithm which based on BP neural network and improved by the particle swarm optimization. Use PSO algorithm to optimize the initial weight and threshold values of BP network, and use history to train BP neural network and realize the simulation by MATLAB....

In this paper, we propose a new probabilistic model of naïve Bayes method which can be used in text classification. This method not only takes account of the frequency of feature words, but also considers those important words do not appear in the test document, which overcomes the shortcoming of the...

Evaluation is one of the indispensable steps in foreign language teaching. Traditionally, people in China focused too much on the scores and ignored to a large extent the gradual development. Reading is an important part in college English in China and should be evaluated scientifically. This paper,...

This paper adopts the space combination finite element method to calculate the whole displacement and stress of chamber structure and foundation, calculates the overall stability against sliding and anti-floating stability safety coefficient of the lock chamber structure via the rigid body limit equilibrium...

In this paper, study on the Ni-Mo-P electroless plating which are heat treated with different time and temperature. Test and record the hardness of coatings by the micro-hardness tester. Modeling analysis and optimize the parameters of the coating hardness by uniform design methods. The results indicate...

With the rapid growing of economic development, the engineering industry has shown a good development trend. In the development process of engineering industry, the engineering cost pricing and control in design stage of construction project have become a crucial topic. It have an inestimable impetus,...

According to the analysis of the effect of the texture complexity on steganalysis, we propose a data hiding algorithm based on texture complexity and difference pixel value. Firstly, the image is decomposed into blocks, after which the texture complexity of each block is calculated and blocks with high...

This article describes the data in search results of crawl a crawl Web search engine to build the item repository. These methods make the efficiency of building Q improve and the costs reduce. Examing the questions based on XML storage format also have a very strong compatibility.

Aggregation of systematic operational capability of armaments is significant for armaments systems' developing, constructing and using. As holistic avalanche and operational capability's nonlinear character of armaments systems, the feedback mechanism among capability indexes is researched and an aggregate...

Cloud computing is a hot technology of attracting so many eyeballs currently. Before its success, cloud computing has to overcome the service assurance obstacle that customers trust cloud service safe enough to deploy their critical applications upon it. Since devices such as hosts and networks are underlying...

Independent innovation has become a very important strategy for China to construct a innovation country. We need to cultivate and train a large number of innovative talents. This paper compares and analyzes Chinese innovative talents cultivation pattern with American, finds out some of our shortcoming,...

Case-based reasoning can be used to explain many creative design processes since creativity stems from using old solutions in novel ways. However the process of case-based creative design is usually not very efficient and not easy to implement due to the complexity of creative design problems. This paper...

Clinching is a high-speed mechanical fastening technique which is suitable for joining lightweight sheet materials. In order to study the influence of lower die parameters on strength of joint, this paper presents the analysis of the clinching based on DEFORM 2D software. The lightweight, strong and...

Blockchain technology is transforming the medical field by offering a safe and Separated and an impenetrable structure for managing patient data and information. Traditional healthcare data storage Techniques are susceptible to security lapses and illegal access and inefficiencies, leading to compromised...

In this paper,we present a novel descriptor,called Modified-SIFT (M-SIFT),which is more suitablefor KAZE feature point than other descriptors such as:SURF and SIFT.Their combining even outperformsSIFT matching algorithm and standard KAZE algorithm. We present extensive experimental image matching results...

In this paper, the comparative analysis method is used to compare the relation between the key comprehensive university and local medical college, medical physics experiment course. The results show that there are many factors, in the subjective and objective, cause the same one course having the different...

This paper deals with the gear shift control of 2-speed AMT driving system of Electric Vehicle with gear backlash. A motor torque control strategy is proposed to eliminate the impact of gear backlash when adjust the speed of the driving system. The proposed control strategy is confirmed through simulation...

As a supplement of large power grid and known as the new energy, distributed generation (DG) are developing rapidly for its convenience and environmental protection. However, after DG is connected to the distribution network, the traditional single-source radial-network will become to be a double terminal...

This paper addresses processing of spectrophotometric array signals based on genetic algorithms (GA) least square support vector machines (LS-SVM) regression to provide a powerful model for machine learning and data mining. The key to complete LS-SVM regression is to choose its optimal parameters. Due...

Image matching is widely used in image analysis and computer vision. Traditional Image matching method is to move the template in the reference image pixel by pixel, calculate their gray similarity. It has high computational complexity. If there is a rotation between the template and the reference map,...