The multi-core processor (FPGI for short) is a new type of high-performance computing system developed by PMC Corporation in the U.S. Its most important feature is that it can achieve high accuracy, high speed and low power consumption, and its core functions mainly include data set, state space and data compression[1]. In this chip design, researchers will conduct a comparative analysis under different parameters. Firstly, the relationship between the indicators will be understood; secondly, the related factors such as the mutual influence and force between the performance indicators will be understood; finally, the optimal control variables will be obtained by comparison, and the best optimization scheme will be developed according to these results so as to achieve the expected target requirements, and the optimization scheme of the multi-core processor will be finally determined[2].

Multi-core type design is a computer-based bionics, which uses computers for data processing to operate instead of the human brain, so as to accomplish tasks such as analysis, modeling and optimization of complex systems. At present, many companies at home and abroad have started to study and apply multi-channel development technology[3,4]. It has a strong data acquisition capability and high-speed computing speed, and it has been widely used in the military field. Microcontroller can run stably in various types of media environment, which makes it become one of the current research hotspots; at the same time, as the technology continues to develop and deepen, people's requirements for multi-core processor performance are getting higher and more difficult gradually. Therefore, how to optimize the design to meet the high performance and low power consumption is the current problem to be solved, and the core function of the multi-core processor as an important parameter, in the design and optimization process need to consider its stability, high reliability and low complexity[5].

Multi-core processor mapping refers to the operation on input variables with certain mathematical step functions, instead of directly mapping the input objects containing characteristic variables such as unknowns and value domains to the corresponding objects[6]. The core functions based on multi-core processors are nonlinear integers, which are stochastic in nature and require consideration of the complexity of the relationship between objects during the solution process. It is commonly used in solving the problem: first find a parameter (i.e., solution space); then calculate the optimal feasible solution according to the required obtained value. However, it can be optimized by using different types of multicore processors to achieve the best results due to different practical application environments and strict requirements[7,8]. The function is a vector structure composed of real and complex numbers, so the optimization of the function is to find the optimal solution after considering these parameters together[9].

1) Vector operations: multiplication, division and square root operations can be expressed as a single general operation as shown in Equation (1):

The expression can be converted as shown in Equation (2):

2) Trigonometric operations: According to the structure of VEC above, trigonometric functions, hyperbolas and their corresponding inverse trigonometric functions and inverse hyperbolas can be realized[10]. Here only the operations of sine, cosine and tangent functions are performed, which are calculated by Taylor series expansion of trigonometric functions, as shown in Equation (3):

The expressions can be converted as shown in Equation (4):

3) Power exponential and logarithmic operations: Power operations can also be converted into multiplication operations in the logarithmic region as shown in Equation (5):

The logarithm based on an arbitrary base can be calculated by converting Equation (6) into a multiplication method:

4) Logarithmic conversion: Any fixed-point number α can be approximated by log2X, so that the operation of any two numbers can be converted into a logarithmic operation, which reduces the complexity of the calculation[11]. Any 32-bit binary fixed-point logarithm x can be expressed as shown in Equation (7):

If the highest bit Z_{k} is 1, x can be expressed as shown in Equation (8):

Its logarithm can then be expressed as shown in Equation (9):
_{2}(1+f) is its trailing part in the range [0,1). In the method of segmented linear approximation, the nonlinear group log_{2}(1+f) can be approximated as shown in Equation (10).

Based on the area and power consumption considerations, an optimal coefficient is chosen and Equation (10) can be written as (11):
_{i} is calculated from the sum of the shift results,
_{i}, q_{i} and r_{iv} are the number of shifts defined for each approximation region i. Therefore, log_{2}X can be expressed as shown in Equation (12).

5) Opposite number conversion: Opposite number conversion converts the result of the logarithmic part of the calculation into a fixed number of principle as follows:

x is a logarithmic value, and x can be expressed as shown in equation (13).

In the above equation, it is just a shift operation, and the nonlinearity needs to be approximated linearly by segments, as shown in equation (15).

In the above equation, both a_{i} and b_{i} are approximation coefficients defined inside each approximation region i, 0 ≤ f ≤ 1. Since the error of the inverse number conversion basically spans the whole region, f is divided into 8 approximation regions, and Equation (15) can be expressed as Equation (16):

SMT-PAAG consists of 16 processing units (Processing El-ement, PE) interconnected to form a 4 × 4 two-dimensional array, also includes a front-end processor, four co-processors, two schedulers and two storage management, the overall structure of the system is shown in Figure 1[12,13].

The connection between the coprocessor (ACCL) and the surrounding processing units (PEs) is shown in Figure 1. There are 4 external PEs connected to the coprocessor, each of which sends an opcode, an operation valid signal and operands a, b. There is a preprocessing module in the coprocessor that sequentially adjusts the operations of the 4 PEs and sends them to the pipeline for calculation[14].

The linear algebraic model on a multicore processor is a time-varying iterative optimization method whose main purpose is to improve the algorithm solution accuracy by imposing constraints on the inputs, outputs and performance metrics[15]. The multicore processor is shown in Figure 2. In practice, we would like to find an optimal solution to achieve optimal control. However, the desired goal may not be ideal or even have errors or defects, which may lead to inefficient operation of the system.

The multicore processor can operate, control and analyze multiple discrete individual objects, and it is capable of automatic operation in different environments with its intelligent microcomputer with multiple functions. It uses advanced algorithm design methods to optimize the processing process. It is widely used in systems for complex data calculation and real-time monitoring due to the advantages of high accuracy and scalability of multi-channel functions; at the same time, it can use multiple single-point discretization solvers to transform complex problems into several simple algebraic equations or vector matrices, which simplifies the complexity and computation and improves the computation accuracy[16]. The internal structure of the multi-core processor is shown in Figure 3.

Multicore hybrid network data transmission refers to the use of different communication protocols to exchange information between multiple nodes, and its specific data transmission structure is shown in Figure 4.

There are four typical multi-core processors: Hydra processors, Piranha processors, IBM Power series multi-core processors and Cell processors.

Hydra processor: Hydra is a typical high-order inertial system, which consists of multiple processors. The processor has better fault tolerance, and it can be optimized to a greater extent when it performs special processing on some specific objects. Its main function is to generate error signals during motion to improve dynamic performance; at the same time, it can also provide a certain amount of information to help control strategy adjustment and optimize decision-making. The Hydra processor structure is shown in Figure 5.

Piranha processor: Piranhaov et al. (1996) proposed a classical solver-based optimization method that replaces the traditional linear mapping calculus by using coefficients with nonlinear terms and a finite order as an input variable. The basic idea is that the function can be approximately fitted to zero under certain conditions. The algorithm can effectively solve the local optimal solution problem; it is also able to overcome the disadvantages such as the limitation of the number of iterations and the non-convergence problem, and it has high global convergence. The Piranha processor structure is shown in Figure 6.

IBM Power Series Multicore Processor: IBMPower Series Multicore Processor (ARM) is a non-linear design language with virtualization. It is implemented in the form of graphics, functions, etc. on different interfaces to simulate the trajectory of things moving in the real world. The chip is capable of real-time monitoring and automatic tracking functions of objects, and realizes the control and processing capabilities of human-computer interaction interface by connecting with computer communication system; at the same time, it can complete various operation processes according to user instructions; it can also realize the processing and storage of different data information according to the actual requirements of users[17]. The processing flow chart of the data packet of the processor is shown in Figure 7.

Cell processor: Cell is a high-performance, highly integrated, high-speed and low-energy products, its core function mainly refers to the different functional structures and in a certain frequency range can work properly. Cell processor structure is shown in Figure 8.

In the process of optimizing the design of a multicore processor, the most important thing is how to translate the optimal objective function into something that is easy to understand and test. This requires specific analysis of different types of optimization objects. This places high demands on the multicore computing drive system, the key technologies involved in various integrated development environments, and other aspects. Therefore, it is very difficult to accomplish the above problems and achieve their optimal performance. At the same time, there are interactions and constraints among the units, which leads to some difficult challenges in the design process. Therefore, researchers must perform specific analysis for different types of optimization objects before determining the best solution.

The simulation of multi-core processor mainly refers to the use of MATLAB development platform to complete the modular modeling of software system functions, and through the optimization results to achieve different levels of algorithm performance analysis, so as to provide theoretical guidance for practical applications.

In the design of the program, we must first consider its versatility and scalability. That is, it is necessary to fully consider various user needs (such as system upgrades, etc.), data structure types and characteristics requirements; secondly, it is also necessary to meet the principles of stability and reliability and ease of use; again, it is necessary to ensure that the developed software has a high fault tolerance, which can improve the performance index of the multi-core processor, which also improves the reliability of the multi-core processor. When designing the program, the system is first divided into several modules, and then each functional block is divided and analyzed by algorithm separately; finally, a suitable solution is determined and debugging is completed according to the software test results.

The processing of linear algebraic operations on multicore processors refers to the variation of parameters according to different models. It simplifies individual optimization problems when certain conditions are satisfied.

There are interconnections and interactions among the optimization variables, so when multiple factors are uncertain, they need to be further analyzed and calculated; if both factors can be considered for an objective function to design the optimal planning scheme, the linear algebra operation on the multi-core processor can be divided into: first solving the polynomial for a single constraint, then converting all optimization problems into a single constraint under certain conditions, and then integrating the polynomial solution of a single constraint into a feasible optimization problem. Then, the polynomial solution of the single constraint is integrated into a feasible optimization problem; finally, the single constraint is used as the objective function for solving. The controllability of the multi-core processor facilitates the implementation of multiple optimization objects (i.e., multiple types and different depths) and can simplify the algorithm to a certain extent, and it can also effectively improve the computational efficiency, resulting in more accurate and precise optimal solutions.

During the optimization design of the multicore processor, the software algorithm was improved considering the need for practical applications. First, the program initialization was set to 3 iterative loop mode. Then, the relationship between system performance and stability was calculated for six different types of expansion functions and 8-bit single-step operation strategy, and the optimal solution was derived by comparing and analyzing each expansion function and the advantages and disadvantages of their corresponding algorithms; finally, the optimization process of the multicore processor was designed under the premise of ensuring that the model can achieve the requirement of high precision and fast response.

Based on the summary of the above experimental results, this paper proposes an optimization scheme for multicore computing. The orthogonal gradient function with high speed, low power consumption, high efficiency and large storage capacity requirements is established according to the single-step operation method; the subgrid method is used to improve the conventional algorithm to achieve fast convergence. Based on the genetic algebra model for the original input space is transformed to obtain the optimal solution and compared with the conventional solution method has better performance indicators (i.e., on the original basis): fewer single-step iterations and fewer parameters; based on the wavelet analysis method optimization procedure is simpler, the scheme can be used for the effect of multi-core computing and real-time control.

In the long history of modern science and technology development, computer technology has become an indispensable part of the development of human society. With the continuous improvement of computer technology and manufacturing process level, people are conducting in-depth research on intelligent machines. The multi-core processor is a new type of high-speed precision computing system (FATS), which is one of the most cutting-edge, advanced and efficient and stable control algorithms in the past 20 years. It has the advantages of small size, high efficiency and multiple functions; it is widely used in military field and computer network field due to its powerful nonlinear planning ability and good global optimization performance, and it plays an increasingly important role in the military field. As a complex system, the performance of multicore processor is also uneven or unpredictable, so the optimization design method of fitting polynomial algorithm is very important. And in practical applications, the performance of a multicore processor as a nonlinear process is also affected by a variety of factors. Therefore, in this paper, we propose a simulation calculation method that combines an improved linear programming problem solver and a first-order single-loop model.

Law of interest rate changes in financial markets based on the differential equation model of liquidity Research and implementation of smart city public information mining analysis system based on mobile edge model of game theory Basalt fibre continuous reinforcement composite pavement reinforcement design based on finite element model Design of college education evaluation based on accompanying data acquisition and mathematical analysis Enterprise financial strategy and performance management analysis based on principal component analysis Study on the Dynamic Change of Regional Water Level and Climate Based on Forecast Equation Satisfactory consistency judgement and inconsistency adjustment of linguistic judgement matrix Municipal Civil Engineering Construction Based on Finite Element Differential Equations Financial Risk Prevention Model of Financial Institutions Based on Linear Partial Differential Equation Influence of heterogeneity of local officials on the economy of resource-based cities developed with high quality Analysis of influencing factors of SPOC course teaching effect using structural equation modelling Training Model of Basketball Offensive Route Based on Nonlinear Differential Equation Research on the construction of rural interface style based on aesthetic rules Optimization Algorithm of New Media Hot Event Push Based on Nonlinear Differential Equation Mathematical Differential Equation in Calculating the Strength of Building Beam Structure Impact Resistance Stability of Building Structural Engineering Based on Fractional Differential Equations The Technical Research on the Assessment of Network Security Situation Based on D-S Evidence Theory Computer big data modeling system based on finite element mathematical equation simulation Uniqueness of system integration scheme of artificial intelligence technology in fractional differential mathematical equation Uniqueness of system integration scheme of artificial intelligence technology in fractional differential mathematical equation The Composition System of Pop Music Movement Based on Finite Element Differential Equations The Structure and Influencing Factors of Innovation and Entrepreneurship Ability of Higher Vocational Students Based on Structural Equation Model Model System Study of Accordion Score Based on Fractional Differential Equations Data mining of Chain convenience stores location Parameter Id of Metal Hi-pressure State Equation P-Matrix Reasoning and Information Intelligent Mining Research on Detection Model of Abnormal Data in Engineering Cost List Research on deformation monitoring of tunnel engineering based on 3D laser scanning Solidification treatment effect of wellsite waste mud based on physical adsorption of a composite curing agent A study of immersive technology for product usability improvement design based on comprehensive value evaluation Intelligent Recommendation System for English Vocabulary Learning – Based on Crowdsensing Application of Nonlinear Fractional Differential Equations in Computer Artificial Intelligence Algorithms Application of calculus function and value chain analysis method in the quantification of financial flexibility management indicators Optimal Research in Piano Shape Sound and Sound Propagation Model Based on Nonlinear Differential Equations Regarding new wave distributions of the non-linear integro-partial Ito differential and fifth-order integrable equations Badminton players’ trajectory under numerical calculation method Mathematical methodology in the seismic resilience evaluation of the water supply system Prediction of surface quality in end milling based on modified convolutional recurrent neural network Analysis of IPO pricing efficiency under the registration system Case application data research of traditional ink art elements in packaging design Research on an early warning model of effectiveness evaluation in ideological and political teaching based on big data Application of intelligent teaching resource organisation model and construction of performance evaluation model Secure transmission of simultaneous wireless information and power transfer system for Internet of things Innovations to Attribute Reduction of Covering Decision System Based on Conditional Information Entropy Numerical simulation of vortex vibration in main girder of cable-stayed bridge based on bidirectional fluid–structure coupling Research on location algorithm of new energy vehicle charging station based on multi-objective decision Optimisation of construction mode of residential houses based on the genetic algorithm under BIM technology A study on the reform of college English education inspired by the cultural differences between China and the United States Research on innovative strategies of college students’ English teaching under the blessing of big data Research on multi-dimensional optimisation design of user interface under Rhino/GH platform Has the belt and road initiative boosted the resident consumption in cities along the domestic route? – evidence from credit card consumption Attitude control for the rigid spacecraft with the improved extended state observer A long command subsequence algorithm for manufacturing industry recommendation systems with similarity connection technology Application of Higher-Order Ordinary Differential Equation Model in Financial Investment Stock Price Forecast Evaluation of spoken English self-study system considering speech knowledge recognition algorithm Application research on piano teaching in colleges and universities based on remote wireless network communication Construction of Financial Risk Evaluation Index System for Biomass Graphene Fibre Industrialisation Project System dynamics model of output of ball mill Sensitivity Analysis of the Waterproof Performance of Elastic Rubber Gasket in Shield Tunnel Design of Morlet wavelet neural network to solve the non-linear influenza disease system An online statistical analysis of the hotel management and operation performance model Research on the post-purchase behaviour tendency of the product quality to customers in fast-selling marketing Motion about equilibrium points in the Jupiter-Europa system with oblateness Ultra-short-term power forecast of photovoltaic power station based on VMD–LSTM model optimised by SSA Optimal preview repetitive control for impulse-free continuous-time descriptor systems Design of information management system based on wireless communication under the background of Internet of Things The impact of global warming on the small Scottish Fishing Company Development of main functional modules for MVB and its application in rail transit Analysis of agricultural economic development and optimisation measures under the strategy of rural revitalisation Study on the impact of forest fire prevention policy on the health of forest resources Value Creation of Real Estate Company Spin-off Property Service Company Listing Selection by differential mortality rates Research on the relationship between government subsidies, R&D investment and high-quality development of manufacturing industry Research on the protection and inheritance of intangible cultural heritage under the background of rural revitalisation Research on behavioural differences in the processing of tenant listing information: An eye-movement experiment Innovation of Economic Management Risk Control in Retailer Supply Chain Based on Differential Equation Model Computer vision recognition and tracking algorithm based on convolutional neural network A review of the treatment techniques of VOC Study on structural parameter design and life analysis of large four-point contact ball bearing channel Some classes of complete permutation polynomials in the form of ( x ^{pm}−x +δ )^{s}+ax ^{pm}+bx overF _{p2m}Digital marketing solutions based on consumer data and homomorphic encryption The consistency method of linguistic information and other four preference information in group decision-making Statistical Model of College Ideological and Political Learning Based on Fractional Differential Equations Research on the driving principle and guiding strategy of the public's collaborative supervision of the sharing economy in my country Research on the willingness of Forest Land’s Management Rights transfer under the Beijing Forestry Development Nonlinear Differential Equation in Anti-aging Test of Polymer Nanomaterials Application research of bel canto performance based on artificial intelligence technology Fractal structure of magnetic island in tokamak plasma Mechanics of Building Structural Materials Based on Lagrangian Mathematical Model Analysis The Mental Health Education Management of Higher Vocational Students Based on Fractional Differential Equations Application of regression function model based on panel data in financial risk management of bank resource allocation Application of knowledge graph in smart grid fault diagnosis University Ideological and Political Learning Model Based on Statistical Memory Curve Mathematical Equation Research on the optimisation of logistics parcel intelligent sorting and conveying chain combined with variable clustering mathematical method Analysis of the properties of matrix rank and the relationship between matrix rank and matrix operations Research on Resonance Properties of Semantic Wave Fractal Fractals Based on Quantitative Analysis of English Corpus Research on urban landscape big data information processing system based on ordinary differential equations Modeling of fractional differential equation in cloud computing image fusion algorithm Application of Discriminative Training Algorithm Based on Intelligent Computing in English Translation Evaluation Research on the application of GLE teaching mode in English-medium colleges The application of directional derivative in the design of animation characters and background elements Research on product process design and optimisation model based on IoT intelligent computing Conventional Algorithms in Sports Training Based on Fractional Differential Equations Dynamic Nonlinear System Based on Complex System Theory in the Development of Vocational Education LTE wireless network coverage optimisation based on corrected propagation model The Algorithm Accuracy of Mathematical Model to Improve the Transmission Speed of E-commerce Platform Study on tourism development income index calculation of finite element ordinary differential mathematical equation The Security of Database Network Model Based on Fractional Differential Equations Electric Vehicle Mechanical Transmission System Based on Fractional Differential Equations The Practice System of Physics and Electronics Courses in Higher Vocational Colleges Based on Fractional Differential Equations The Economic Model of Rural Supply and Demand Under the Data Analysis Function Based on Ordered Probit 3D Modeling System of Indoor Environment Art Landscape Design under Statistical Equation Electronic Information Security Model of Nonlinear Differential Equations The Optimization Model of College Students' Physical Exercise Motivation and Self-control Ability Based on the Mathematical Model of Probability Theory Paris panxiensis , a new combination of Trilliaceae from Sichuan, ChinaImpact of ASEAN-China free trade area on fishery value chain based on difference-in-difference method Health monitoring of Bridges based on multifractal theory Health status diagnosis of the bridges based on multi-fractal de-trend fluctuation analysis Application and risk assessment of the energy performance contracting model in energy conservation of public buildings Sensitivity analysis of design parameters of envelope enclosure performance in the dry-hot and dry-cold areas Criminal law imputation path for biometric information Research on composite dynamic disaster prevention and control system of mine earthquake and shock in thick and hard rock mines Research on innovative strategies of college students’ English teaching under the background of artificial intelligence Electromagnetic interference prediction technology of new energy motor drive system Research on the application of PLC technology in electrical automation engineering Research on indoor environment design of comprehensive commercial shopping center based on numerical simulation Application of matrix multiplication in signal sensor image perception Empirical analysis of the economic absolute income hypothesis based on mathematical statistics Analysing the variation of metadiscourse verb patterns in English academic papers from within and between disciplines Impact of COVID-19 policy on stock prices of listed property companies Realization of Book Collaborative Filtering Personalized Recommendation System Based on Linear Regression Equation Research on the experimental principle of deep integration of LETS software and criminal procedure under the background of artificial intelligence Study on Interactive Relations between Enterprise Social Media and Decision Style Based on a vector Autoregressive Model Research on Dynamics of Flexible Multibody System with Deployable Antenna Based on Static Lagrangian Function The Optimization of Mathematics Teaching Models in Colleges and Universities Based on Nonlinear Differential Equations Study on spatial planning and design of learning commons in university libraries based on fuzzy matrix model The Stability Model of Piano Tone Tuning Based on Ordinary Differential Equations Construction and application of automobile user portrait based on k-mean clustering model The Homework Model of Screening English Teaching Courses Based on Fractional Differential Equations VR-based computer maintenance practical training platform development design and application research Research on innovative human capital for China’s economic development based on STI model In-depth analysis of the artistic expression of paper-cut elements in the design of boat space Knowledge graph construction and Internet of Things optimisation for power grid data knowledge extraction Modeling the pathway of breast cancer in the Middle East Construction and intelligent analysis of power grid physical data knowledge graph based on Internet of Things for power system Research on industrial Internet of Things and power grid technology application based on knowledge graph and data asset relationship model Research on the effects of financial literacy on rural household credit constraint Calculus Logic Function in Integrated Manufacturing Automation of Single Chip Microcomputer Football Offense Training Strategy Based on Fractional Differential Mathematical Modeling Research on educational resource recommendation system based on MRLG Rec The Mathematical Analysis Model of Educational System in Music Courses in Colleges and Universities Continuing Education Network Data Center Model Based on Fractional Differential Mathematical Equations A study on the phenomenon of anaphoric correction in college students’ English conversation Computer Art Design Model Based on Nonlinear Fractional Differential Equations The Optimization Model of Public Space Design Teaching Reform Based on Fractional Differential Equations The Approximate Solution of Nonlinear Vibration of Tennis Based on Nonlinear Vibration Differential Equation Graphical Modular Power Technology of Distribution Network Based on Machine Learning Statistical Mathematical Equation Employment and Professional Education Training System of College Graduates Based on the Law of Large Numbers Economic Research on Multiple Linear Regression in Fruit Market inspection and Management Nonlinear Differential Equations in Preventing Financial Risks Lagrange’s Mathematical Equations in the Sports Training of College Students Simulation Research of Electrostatic Precipitator Power Supply Voltage Control System Based on Finite Element Differential Equation Research on the effect of generative adversarial network based on wavelet transform hidden Markov model on face creation and classification Research on Lightweight Injection Molding (CAE) and Numerical Simulation Calculate of New Energy Vehicle Power Flow Calculation in Smart Distribution Network Based on Power Machine Learning Based on Fractional Differential Equations Demonstration of application program of logistics public information management platform based on fuzzy constrained programming mathematical model Basketball Shooting Rate Based on Multiple Regression Logical-Mathematical Algorithm The Optimal Application of Lagrangian Mathematical Equations in Computer Data Analysis Similarity Solutions of the Surface Waves Equation in (2+1) Dimensions and Bifurcation Optimal decisions and channel coordination of a green supply chain with marketing effort and fairness concerns Game theoretic model for low carbon supply chain under carbon emissions reduction sensitive random demand Limit cycles of a generalised Mathieu differential system Influence of displacement ventilation on the distribution of pollutant concentrations in livestock housing Application of data mining in basketball statistics The nonlinear effects of ageing on national savings rate – An Empirical Study based on threshold model Design of fitness walker for the elderly based on ergonomic SAPAD model AtanK-A New SVM Kernel for Classification Mechanical behaviour of continuous girder bridge with corrugated steel webs constructed by RW Study of a linear-physical-programming-based approach for web service selection under uncertain service quality The Relationship Between College Students’ Taekwondo Courses and College Health Based on Mathematical Statistics Equations Analysis and countermeasures of cultivating independent learning ability in colleges teaching English based on OBE theory A mathematical model of plasmid-carried antibiotic resistance transmission in two types of cells Fractional Differential Equations in the Exploration of Geological and Mineral Construction AdaBoost Algorithm in Trustworthy Network for Anomaly Intrusion Detection Projection of Early Warning Identification of Hazardous Sources of Gas Explosion Accidents in Coal Mines Based on NTM Deep Learning Network Burnout of front-line city administrative law-enforcing personnel in new urban development areas: An empirical research in China Enterprise Financial Risk Early Warning System Based on Structural Equation Model A Study on the Application of Quantile Regression Equation in Forecasting Financial Value at Risk in Financial Markets Fractional Differential Equations in the Model of Vocational Education and Teaching Practice Environment Information transmission simulation of Internet of things communication nodes under collision free probability equation Image denoising model based on improved fractional calculus mathematical equation Random Fourier Approximation of the Kernel Function in Programmable Networks The Complexity of Virtual Reality Technology in the Simulation and Modeling of Civil Mathematical Models University Library Lending System Model Based on Fractional Differential Equations Calculation and Performance Evaluation of Text Similarity Based on Strong Classification Features Intelligent Matching System of Clauses in International Investment Arbitration Cases Based on Big Data Statistical Model Evaluation and Verification of Patent Value Based on Combination Forecasting Model Financial Institution Prevention Financial Risk Monitoring System Under the Fusion of Partial Differential Equations Prediction and Analysis of ChiNext Stock Price Based on Linear and Non-linear Composite Model Calculus Logic Function in Tax Risk Avoidance in Different Stages of Enterprises The Psychological Memory Forgetting Model Based on the Analysis of Linear Differential Equations Optimization Simulation System of University Science Education Based on Finite Differential Equations The Law of Large Numbers in Children's Education Optimization System of Strength and Flexibility Training in Aerobics Course Based on Lagrangian Mathematical Equation Data structure simulation for the reform of the teaching process of university computer courses RETRACTION NOTE Research on the mining of ideological and political knowledge elements in college courses based on the combination of LDA model and Apriori algorithm Research on non-linear visual matching model under inherent constraints of images Good congruences on weakly U-abundant semigroups Can policy coordination facilitate unimpeded trade? An empirical study on factors influencing smooth trade along the Belt and Road Research on the processing method of multi-source heterogeneous data in the intelligent agriculture cloud platform Internal control index and enterprise growth: An empirical study of Chinese listed-companies in the automobile manufacturing industry Research on design of customer portrait system for E-commerce Research on rule extraction method based on concept lattice of intuitionistic fuzzy language Fed-UserPro: A user profile construction method based on federated learning A multi-factor Regression Equation-based Test of Fitness Maximal Aerobic Capacity in Athletes Design and evaluation of intelligent teaching system on basic movements in PE Garment Image Retrieval based on Grab Cut Auto Segmentation and Dominate Color Method Financial Risk Prediction and Analysis Based on Nonlinear Differential Equations Constructivist Learning Method of Ordinary Differential Equations in College Mathematics Teaching Multiple Effects Analysis of Hangzhou Issuing Digital Consumer Coupons Based on Simultaneous Equations of CDM Model Response Model of Teachers’ Psychological Education in Colleges and Universities Based on Nonlinear Finite Element Equations A Hybrid Computational Intelligence Method of Newton's Method and Genetic Algorithm for Solving Compatible Nonlinear Equations Pressure Image Recognition of Lying Positions Based on Multi-feature value Regularized Extreme Learning Algorithm English Intelligent Question Answering System Based on elliptic fitting equation Precision Machining Technology of Jewelry on CNC Machine Tool Based on Mathematical Modeling Application Research of Mathematica Software in Calculus Teaching Computer Vision Communication Technology in Mathematical Modeling Skills of Music Creation Based on Homogeneous First-Order Linear Partial Differential Equations Mathematical Statistics Technology in the Educational Grading System of Preschool Students Music Recommendation Index Evaluation Based on Logistic Distribution Fitting Transition Probability Function Children's Educational Curriculum Evaluation Management System in Mathematical Equation Model Query Translation Optimization and Mathematical Modeling for English-Chinese Cross-Language Information Retrieval The Effect of Children’s Innovative Education Courses Based on Fractional Differential Equations Fractional Differential Equations in the Standard Construction Model of the Educational Application of the Internet of Things Optimization research on prefabricated concrete frame buildings based on the dynamic equation of eccentric structure and horizontal-torsional coupling Optimization in Mathematics Modeling and Processing of New Type Silicate Glass Ceramics Green building considering image processing technology combined with CFD numerical simulation Research on identifying psychological health problems of college students by logistic regression model based on data mining Abnormal Behavior of Fractional Differential Equations in Processing Computer Big Data Mathematical Modeling Thoughts and Methods Based on Fractional Differential Equations in Teaching Research on evaluation system of cross-border E-commerce platform based on the combined model A mathematical model of PCNN for image fusion with non-sampled contourlet transform Nonlinear Differential Equations in Computer-Aided Modeling of Big Data Technology The Uniqueness of Solutions of Fractional Differential Equations in University Mathematics Teaching Based on the Principle of Compression Mapping Financial customer classification by combined model Influence of displacement ventilation on the distribution of pollutant concentrations in livestock housing Recognition of Electrical Control System of Flexible Manipulator Based on Transfer Function Estimation Method Automatic Knowledge Integration Method of English Translation Corpus Based on Kmeans Algorithm Real Estate Economic Development Based on Logarithmic Growth Function Model Design of Tennis Mobile Teaching Assistant System Based on Ordinary Differential Equations Financial Crisis Early Warning Model of Listed Companies Based on Fisher Linear Discriminant Analysis High Simulation Reconstruction of Crowd Animation Based on Optical Flow Constraint Equation Construction of Intelligent Search Engine for Big Data Multimedia Resource Subjects Based on Partial Least Squares Structural Equation 3D Animation Simulation of Computer Fractal and Fractal Technology Combined with Diamond-Square Algorithm Analysis of the Teaching Quality of Physical Education Class by Using the Method of Gradient Difference The Summation of Series Based on the Laplace Transformation Method in Mathematics Teaching Optimal Solution of the Fractional Differential Equation to Solve the Bending Performance Test of Corroded Reinforced Concrete Beams under Prestressed Fatigue Load Animation VR scene mosaic modeling based on generalized Laplacian equation Radial Basis Function Neural Network in Vibration Control of Civil Engineering Structure Optimal Model Combination of Cross-border E-commerce Platform Operation Based on Fractional Differential Equations The influence of accounting computer information processing technology on enterprise internal control under panel data simultaneous equation Research on Stability of Time-delay Force Feedback Teleoperation System Based on Scattering Matrix BIM Building HVAC Energy Saving Technology Based on Fractional Differential Equation Construction of comprehensive evaluation index system of water-saving irrigation project integrating penman Montei the quation Human Resource Management Model of Large Companies Based on Mathematical Statistics Equations Data Forecasting of Air-Conditioning Load in Large Shopping Malls Based on Multiple Nonlinear Regression Analysis of technical statistical indexes of college tennis players under the win-lose regression function equation Automatic extraction and discrimination of vocal main melody based on quadratic wave equation Analysis of wireless English multimedia communication based on spatial state model equation Optimization of Linear Algebra Core Function Framework on Multicore Processors Application of hybrid kernel function in economic benefit analysis and evaluation of enterprises Research on classification of e-commerce customers based on BP neural network The Control Relationship Between the Enterprise's Electrical Equipment and Mechanical Equipment Based on Graph Theory Mathematical Modeling and Forecasting of Economic Variables Based on Linear Regression Statistics Nonlinear Differential Equations in Cross-border E-commerce Controlling Return Rate 3D Mathematical Modeling Technology in Visualized Aerobics Dance Rehearsal System Fractional Differential Equations in Electronic Information Models BIM Engineering Management Oriented to Curve Equation Model Leakage control of urban water supply network and mathematical analysis and location of leakage points based on machine learning Analysis of higher education management strategy based on entropy and dissipative structure theory Prediction of corporate financial distress based on digital signal processing and multiple regression analysis Mathematical Method to Construct the Linear Programming of Football Training Multimedia sensor image detection based on constrained underdetermined equation The Size of Children's Strollers of Different Ages Based on Ergonomic Mathematics Design Application of Numerical Computation of Partial Differential Equations in Interactive Design of Virtual Reality Media Stiffness Calculation of Gear Hydraulic System Based on the Modeling of Nonlinear Dynamics Differential Equations in the Progressive Method Knowledge Analysis of Charged Particle Motion in Uniform Electromagnetic Field Based on Maxwell Equation Relationship Between Enterprise Talent Management and Performance Based on the Structural Equation Model Method Term structure of economic management rate based on parameter analysis of estimation model of ordinary differential equation Influence analysis of piano music immersion virtual reality cooperation based on mapping equation Chinese painting and calligraphy image recognition technology based on pseudo linear directional diffusion equation Label big data compression in Internet of things based on piecewise linear regression Animation character recognition and character intelligence analysis based on semantic ontology and Poisson equation Design of language assisted learning model and online learning system under the background of artificial intelligence Study on the influence of adolescent smoking on physical training vital capacity in eastern coastal areas Application of machine learning in stock selection Comparative analysis of CR of ideological and political education in different regions based on improved fuzzy clustering Action of Aut( G ) on the set of maximal subgroups ofp -groupsThe internal mechanism of corporate social responsibility fulfillment affecting debt risk in China: analysis of intermediary transmission effect based on degree of debt concentration and product market competitive advantage Study on transmission characteristics in three kinds of deformed finlines based on edge-based finite element method Asymptotic stability problem of predator–prey system with linear diffusion Research on loyalty prediction of e-commerce customer based on data mining Algebraic Equations in Educational Model of College Physical Education Course Education Professional English Translation Corpus Under the Binomial Theorem Coefficient Geometric Tolerance Control Method for Precision Machinery Based on Image Modeling and Novel Saturation Function Retrieval and Characteristic Analysis of Multimedia Tester Based on Bragg Equation Semiparametric Spatial Econometric Analysis of Household Consumption Based on Ordinary Linear Regression Model Video adaptive watermark embedding and detection algorithm based on phase function equation English Learning Motivation of College Students Based on probability Distribution Scientific Model of Vocational Education Teaching Method in Differential Nonlinearity Research on mobile Awareness service and data privacy Protection based on Linear Equations computing protocol Vocal Music Teaching Model Based on Finite Element Differential Mathematical Equations Studying a matching method combining distance proximity and buffer constraints The trend and influence of media information Propagation based on nonlinear Differential equation Research on the construction of early warning model of customer churn on e-commerce platform Evaluation and prediction of regional human capital based on optimised BP neural network Study on inefficient land use determination method for cities and towns from a city examination perspective A sentiment analysis method based on bidirectional long short-term memory networks A study of local smoothness-informed convolutional neural network models for image inpainting Mathematical Calculus Modeling in Improving the Teaching Performance of Shot Put Application of Nonlinear Differential Equation in Electric Automation Control System Higher Mathematics Teaching Curriculum Model Based on Lagrangian Mathematical Model Computational Algorithm to Solve Two–Body Problem Using Power Series in Geocentric System Decisions of competing supply chain with altruistic retailer under risk aversion Optimization of Color Matching Technology in Cultural Industry by Fractional Differential Equations The Marketing of Cross-border E-commerce Enterprises in Foreign Trade Based on the Statistics of Mathematical Probability Theory Application of Linear Partial Differential Equation Theory in Guiding Football Scientific Training Nonlinear Channel Estimation for Internet of Vehicles Some Necessary Conditions for Feedback Functions of de Bruijn Sequences The Evolution Model of Regional Tourism Economic Development Difference Based on Spatial Variation Function System Model of Shipping Enterprise Safety Culture Based on Dynamic Calculation Matrix Model An empirical research on economic growth from industrial structure optimisation in the Three Gorges Reservoir area The Inner Relationship between Students' Psychological Factors and Physical Exercise Based on Structural Equation Model (SEM) Analysis and Research on Influencing Factors of Ideological and Political Education Teaching Effectiveness Based on Linear Equation Study of agricultural finance policy information extraction based on ELECTRA-BiLSTM-CRF Fractional Differential Equations in Sports Training in Universities Examination and Countermeasures of Network Education in Colleges and Universities Based on Ordinary Differential Equation Model Innovative research of vertical video creation under the background of mobile communication Higher Education Agglomeration Promoting Innovation and Entrepreneurship Based on Spatial Dubin Model Chinese-English Contrastive Translation System Based on Lagrangian Search Mathematical Algorithm Model Genetic algorithm-based congestion control optimisation for mobile data network