Vol. 98 (2024): 2nd International Conference on Mathematical Modeling and Machine Learning (MMML 2024)

View Vol. 98 (2024): 2nd International Conference on Mathematical Modeling and Machine Learning (MMML 2024)

March 16-17, 2024 | Sydney, Australia

Editors: Genevieve Clare, Shuai Wang

ISBN: 979-8-89183-065-3

Published: 16-05-2024

Preface

  • Preface: 2nd International Conference on Mathematical Modeling and Machine Learning (MMML 2024)

    Genevieve Clare, Shuai Wang
    I
    DOI: https://doi.org/10.54097/z20dqm45

Articles

  • Research on Dynamic Pricing Strategy of Fresh Supermarket Based on ARIMA and Integer Programming Model

    Zhuoxin Chen, Wenlu Liu, Zhongyan Lin
    1-7
    DOI: https://doi.org/10.54097/sk82ve96

  • Research on Multi-Objective Optimization of Heliostat Field Based on DELSOL3 Layout

    Huihui Ji, Hongbang Xue, Jiahao Liang
    8-14
    DOI: https://doi.org/10.54097/zz629220

  • Research on Flight Safety Indicators Based on Confidence and Principal Component Analysis

    Shanshan Yu, Yizheng Liu, Chuyang Kang, Zhutao Hu
    15-21
    DOI: https://doi.org/10.54097/s1c8f082

  • Research on Vegetables Sales Profit Based on Machine Learning

    Ruichen Liu, Yinxi Li, Mengdan Li
    22-30
    DOI: https://doi.org/10.54097/y6and619

  • The Beamline Layout Design Based on the Mathematical Model for Different Water Terrain

    Yuechen Wang, Jingyan Liu, Xiaorun Hao
    31-41
    DOI: https://doi.org/10.54097/cf464s43

  • Mathematical Model for COVID-19

    Lingfei Kong
    42-55
    DOI: https://doi.org/10.54097/b640hq26

  • Automatic Pricing and Replenishment Decision-Making for Vegetable Commodities Based on Seasonal Index Prediction Models

    Zhiming Lin, Kaiqian Li, Junhua Xiao
    56-67
    DOI: https://doi.org/10.54097/t8erkn38

  • Study of Light Pollution Risk Evaluation Model

    Junjie Wu, Yizheng Yang, Lingxin Lei, Yihua Zhong
    68-75
    DOI: https://doi.org/10.54097/m00hcp29

  • Research on the Application of Linear Programming Model Based on Ant Colony Algorithm in Decision Making of Superstores

    Sibo Feng, Yuxiang Gao, Yuxin Yang
    76-81
    DOI: https://doi.org/10.54097/e6de1740

  • Compositional Analysis and Classification Study of Ancient Glassware Based on K-Means Cluster Analysis

    Yunxiang Tan, Mengyu Xu, Yuanjun Zeng
    82-90
    DOI: https://doi.org/10.54097/rc1ara06

  • Automated Pricing and Replenishment Decisions for Vegetable Products Based on Data Analysis

    Yefan Shen, Yongkang Zhao, Xinwei Hao
    91-99
    DOI: https://doi.org/10.54097/p8h08r67

  • Vegetable Product Pricing Replenishment Strategy Based on WOA

    Zhiyuan Wang, Jiachang Liang, Jiaxing Zhang
    100-108
    DOI: https://doi.org/10.54097/6qe49j74

  • Analysis of New Energy Electric Vehicle Development in China Based on Machine Learning

    Danqing Wang, Chengan Ouyang, Xinyang Peng
    109-115
    DOI: https://doi.org/10.54097/vczpwm62

  • Research on Student Learning Attitude Evaluation Model Based on TOPSIS Comprehensive Evaluation Algorithm

    Huizi Wu, Yizhou Yang, Tingting Xue, Xiaoyao Zhang, Lei Chen, He Zhang
    116-122
    DOI: https://doi.org/10.54097/b4cp0377

  • Regional Carbon Emission Forecasting Model Considering Temporal Characteristics and Analysis of Peak Carbon Assessment in Typical Scenarios

    Hangpeng He, Mufan Guo
    123-133
    DOI: https://doi.org/10.54097/ty0e5652

  • Multibeam Line Design Based on Geometric Analysis

    Qin Liao, Hong Xiao, Guijie Xiao
    134-142
    DOI: https://doi.org/10.54097/q2sk9b97

  • Data-Driven Approach to Enhancing Supermarket Vegetable Sales Strategies

    Yu Ding, Xi Zhao, Azez Abdurehim
    143-150
    DOI: https://doi.org/10.54097/5qgab133

  • Mathematical Modelling and Optimisation in Multibeam Bathymetry: A Study of Coverage Width, Overlap Rate and Course Optimisation

    Zhiwei Bai, Xiaoxin Zhang, Yuying Sun
    151-156
    DOI: https://doi.org/10.54097/2mdctz90

  • Functional Bayesian Model Average Regression Based on Derivative Information

    Zibing Wang
    157-163
    DOI: https://doi.org/10.54097/pn0ss192

  • Integrated Framework for Light Pollution Assessment and Mitigation: A Multifaceted Approach with TOPSIS and Machine Learning

    Shengxiang Duan, Yiqi Xiong, Ruirui Yang
    164-174
    DOI: https://doi.org/10.54097/4mc8d097

  • Research on Apple Target Recognition and Counting Method Based on Yolov5.

    Kun Chen, Wei Zhou, Quanjie Xu, Jiajiang Shen, Kaiyang Zhao
    175-181
    DOI: https://doi.org/10.54097/b9hpck27

  • A Study on Forecasting Sales of New Energy Vehicles in China Based on Time Series Analysis

    Xiyu Yang
    182-192
    DOI: https://doi.org/10.54097/n4sw8272

  • An Investigation into the Pricing and Replenishment Strategy of Vegetable Commodities in Fresh Food Shops

    Jianan Huang
    193-202
    DOI: https://doi.org/10.54097/kycykq66

  • Vegetable Automated Pricing Model Based on Particle Swarm Algorithm

    Bosi Wang
    203-210
    DOI: https://doi.org/10.54097/6289m741

  • Research on Game-Theoretic Supply Chain Optimisation Strategies Based on Multiple Linear Regression and BP-PSO Combined Time Series Analysis

    Ye Li
    211-217
    DOI: https://doi.org/10.54097/mpv66q51

  • Research on Heliostat Field Optimization Based on Monte Carlo Theorem and Randomized Algorithms

    Yanqi Gao, Ziqi Yang, Zixiong Yang
    218-224
    DOI: https://doi.org/10.54097/je17rr87

  • Integrating ARIMA and GA for Profit Maximization in Supermarket Pricing Strategy

    Chenghao Zhang, Haoyang Zhang, Yimiao Guo
    225-233
    DOI: https://doi.org/10.54097/g2mrkn22

  • A Decision Model for Pricing and Replenishment of Vegetable Products Based on Lagrangian Function Optimization

    Huaping Mei, Jiarong Li, Chao Pan
    234-243
    DOI: https://doi.org/10.54097/pzzbah08

  • LSTM-Based Time Series Prediction and Optimization of Replenishment Pricing Model

    Yifan Wang, Lanyi Meng, Zonghan Liu
    244-251
    DOI: https://doi.org/10.54097/9xf0jh19

  • Efficiency Analysis and Structural Optimization of a Heliostat Mirror Field in a Tower-Type Photovoltaic Power Plant

    Hongwei Song, Rende Chen, Xiaozhou Zhou
    252-261
    DOI: https://doi.org/10.54097/ytpx6x02

  • Saastamoinen and Marini-Murray's Study of the Tropospheric Delay Model in Shijiazhuang

    Shuoyang Zhao, Baojin Zhang, Xianghui Wei, Liang Sun, Aobo Zhou
    262-269
    DOI: https://doi.org/10.54097/338kte19

  • Commodity Dynamic Pricing and Replenishment Decision Model Based on Cosine Annealing

    Junyi Zhao, Chenye Xi, Gong Chen
    270-279
    DOI: https://doi.org/10.54097/xh0b5711

  • A Study on Promotional Shipment Forecasting for E-Commerce Merchants Based on ARIMA Time Series and LSTM Models

    Weijie Zhang, Weicheng Hu, Junjie Zhu, Wendi Wu, Rusheng Zhou
    280-286
    DOI: https://doi.org/10.54097/yp1bjc76

  • Revealing the Close Connection Between Tennis Match Momentum and Victory Through Machine Learning Methods

    Guolin Yu, Xinyu Wang, Bohan Dong
    287-294
    DOI: https://doi.org/10.54097/js4zqv33

  • Research on High Performance Apple Recognition Model Construction Strategy Based on Deep Learning

    Yixuan Wang, Zhengkun Su
    295-302
    DOI: https://doi.org/10.54097/334ks329

  • Research and application of commodity demand forecasting algorithm based on improved ARIMA-LSTM

    Jingqi Zhang
    303-309
    DOI: https://doi.org/10.54097/9azg5126

  • Workspace solution of 6-DOF mechanical platform based on imaginary support

    Yuzhou Li
    310-322
    DOI: https://doi.org/10.54097/4c4n5h69

  • Study on the assessment of illegal wildlife trade projects based on LSTM model and Monte Carlo simulation

    Huijun Zhang, Yuhan Jiang, Shanpeng Zhu
    323-336
    DOI: https://doi.org/10.54097/87pwpa59

  • Research on trade quantity prediction on ARIMA and Long Short-Term Memory Networks

    Zihao Guo, Yuhan Yang, Xinxiong Wu, Zhiyong Zheng, Weiqi Liu
    337-343
    DOI: https://doi.org/10.54097/kb95a961

  • Mirror field optimization model based on thermal power maximization

    Zhiyu Pei, Zhenze Jin, Ye Chen, Yu Wang
    344-353
    DOI: https://doi.org/10.54097/7r6tem42

  • A Feasibility Study of microwave respiration monitoring by off-body sensor

    Yufei Xu
    354-361
    DOI: https://doi.org/10.54097/kjm73e86

  • A Study on Visualization of Tennis Players' Game Performance Based on Wavelet Analysis and ARIMA-LightGBM Model

    Teng Wang
    362-371
    DOI: https://doi.org/10.54097/0a01sn09

  • Research on Momentum Analysis of Tennis Match Based on Machine Learning

    Yijie Hao, Jiachen Chang
    372-378
    DOI: https://doi.org/10.54097/gyfnk088

  • Research on deep-sea submarine position prediction and search and rescue strategy based on multi-intelligence optimization and machine learning

    Hanfei Cao
    379-389
    DOI: https://doi.org/10.54097/tbj5xf08

  • Investigating Enhanced YOLOv8 Model Applications for Large-Scale Security Risk Management and Drone-Based Low-Altitude Law Enforcement

    Guancheng Chen, Wenzhuo Du, Tong Xu, Siyuan Wang, Xiang Qi, Yuxin Wang
    390-396
    DOI: https://doi.org/10.54097/fbxtqk26

  • Research on Classification and Identification of Glass Relics Based on Pearson Clustering and Machine Learning Models

    Lei Gewen, Wu Zijun, Si Mengze
    397-403
    DOI: https://doi.org/10.54097/pga7r827

  • Research on Automatic Pricing and Replenishment Decision of Vegetable Products Based on Machine Learning

    Zitao Lin, Ziying Tan, Hongjie Ye, Man Sun
    404-411
    DOI: https://doi.org/10.54097/jq42y878

  • Harnessing Regression Analysis and Machine Learning to Unveil the Market Dynamics and Environmental Impact of New Energy Vehicles

    Mingda Yue
    412-418
    DOI: https://doi.org/10.54097/k2ggwv44

  • Research on Pricing and Replenishment of Vegetables Based on Grey Relational Model and Seasonal Index Prediction Model

    Keyu Li
    419-424
    DOI: https://doi.org/10.54097/n8z90r30

  • Research on the Impact of Sex Adaptive Change Abilities in Lampreys on Their Population and Ecological Environment

    Zhuofan Deng, Mengqi Sun, Mengqi Wang
    425-431
    DOI: https://doi.org/10.54097/hf13jf53

  • The Role of Lamprey Sex Ratios in Ecosystem Dynamics: An Analysis Using Lotka-Volterra Models

    Xue Ke, Ruilin Cheng, Yahui Li
    432-438
    DOI: https://doi.org/10.54097/9c8v5b40

  • Software Defect Prediction and Automatic Repair Based on Machine Learning

    Kung Tang, Yutang Zhang, Shengkai Xia
    439-443
    DOI: https://doi.org/10.54097/cwfckw19

  • Building Value Assessment and Protection Model under Catastrophe Risk

    Can Shen, Chenlu Wang, Zixuan Zhao
    444-451
    DOI: https://doi.org/10.54097/r13rty23

  • A Study on the Financial Performance of Chinese Artificial Intelligence Listed Companies Based on the DEA-Malmquist Model

    Rongbin Lyu, Cancan Cui
    452-462
    DOI: https://doi.org/10.54097/mrqzrx17

  • A Study of China's Electricity Supply Based on Correlation and Time Series Modeling

    Liangyu Qin, Huihui Wang, Qihang Yao
    463-469
    DOI: https://doi.org/10.54097/ypbm0y56

  • Quantifying and Predicting Tennis Match Momentum: An LGBM-Based Analysis and Visualization Model

    Zhenrui Li, Qisheng Zhang, Yixiao Wang
    470-478
    DOI: https://doi.org/10.54097/jzqwgp87

  • Analysis of energy consumption structure in China, the United States and Germany based on forecasting models

    Yifan Fu, Xiaoxue Fan
    479-488
    DOI: https://doi.org/10.54097/8f9zxh71

  • Modeling the Impact of Lamprey Population Dynamics on Aquatic Food Webs: A Leslie and Lotka-Volterra Approach

    Yixin Ren, Junjie Zeng, Jiaxin Pan
    489-497
    DOI: https://doi.org/10.54097/g5a21f82

  • LSTM-DL: A Counting Optimization Approach for LSTM-Based DV-Hop Localization Model in Wireless Sensor Networks

    Bosong Huang
    498-506
    DOI: https://doi.org/10.54097/kndgdb58

  • Insights into the Tennis Court through Machine Learning: Analysis and Evaluation of the Wimbledon Men's Singles Final

    Zhen Gao, Weixi Sun
    507-514
    DOI: https://doi.org/10.54097/001kgz04

  • Research on Locating and Searching for Missing Submersibles Based on Differential Equations and SAR-A* Algorithm

    Zixin Chang, Yuran Li, Jiaxin Yu
    515-522
    DOI: https://doi.org/10.54097/bd8dk894

  • Vegetable pricing and replenishment decisions based on the optimization model

    Haoru Jiang, Xin Chen, Junyao Fang
    523-528
    DOI: https://doi.org/10.54097/03w8my93

  • A new model for carbon neutrality based on PV power generation

    Runchi Gu, Yiyang Liu, Jiali Yang
    529-534
    DOI: https://doi.org/10.54097/ankp4059