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

Articles

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

Zhuoxin Chen, Wenlu Liu, Zhongyan Lin

1-7
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Research on Multi-Objective Optimization of Heliostat Field Based on DELSOL3 Layout

Huihui Ji, Hongbang Xue, Jiahao Liang

8-14
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Research on Flight Safety Indicators Based on Confidence and Principal Component Analysis

Shanshan Yu, Yizheng Liu, Chuyang Kang, Zhutao Hu

15-21
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Research on Vegetables Sales Profit Based on Machine Learning

Ruichen Liu, Yinxi Li, Mengdan Li

22-30
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The Beamline Layout Design Based on the Mathematical Model for Different Water Terrain

Yuechen Wang, Jingyan Liu, Xiaorun Hao

31-41
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Mathematical Model for COVID-19

Lingfei Kong

42-55
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Automatic Pricing and Replenishment Decision-Making for Vegetable Commodities Based on Seasonal Index Prediction Models

Zhiming Lin, Kaiqian Li, Junhua Xiao

56-67
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Study of Light Pollution Risk Evaluation Model

Junjie Wu, Yizheng Yang, Lingxin Lei, Yihua Zhong

68-75
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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
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Compositional Analysis and Classification Study of Ancient Glassware Based on K-Means Cluster Analysis

Yunxiang Tan, Mengyu Xu, Yuanjun Zeng

82-90
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Automated Pricing and Replenishment Decisions for Vegetable Products Based on Data Analysis

Yefan Shen, Yongkang Zhao, Xinwei Hao

91-99
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Vegetable Product Pricing Replenishment Strategy Based on WOA

Zhiyuan Wang, Jiachang Liang, Jiaxing Zhang

100-108
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Analysis of New Energy Electric Vehicle Development in China Based on Machine Learning

Danqing Wang, Chengan Ouyang, Xinyang Peng

109-115
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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
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Regional Carbon Emission Forecasting Model Considering Temporal Characteristics and Analysis of Peak Carbon Assessment in Typical Scenarios

Hangpeng He, Mufan Guo

123-133
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Multibeam Line Design Based on Geometric Analysis

Qin Liao, Hong Xiao, Guijie Xiao

134-142
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Data-Driven Approach to Enhancing Supermarket Vegetable Sales Strategies

Yu Ding, Xi Zhao, Azez Abdurehim

143-150
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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
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Functional Bayesian Model Average Regression Based on Derivative Information

Zibing Wang

157-163
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Integrated Framework for Light Pollution Assessment and Mitigation: A Multifaceted Approach with TOPSIS and Machine Learning

Shengxiang Duan, Yiqi Xiong, Ruirui Yang

164-174
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Research on Apple Target Recognition and Counting Method Based on Yolov5.

Kun Chen, Wei Zhou, Quanjie Xu, Jiajiang Shen, Kaiyang Zhao

175-181
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A Study on Forecasting Sales of New Energy Vehicles in China Based on Time Series Analysis

Xiyu Yang

182-192
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An Investigation into the Pricing and Replenishment Strategy of Vegetable Commodities in Fresh Food Shops

Jianan Huang

193-202
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Vegetable Automated Pricing Model Based on Particle Swarm Algorithm

Bosi Wang

203-210
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Research on Game-Theoretic Supply Chain Optimisation Strategies Based on Multiple Linear Regression and BP-PSO Combined Time Series Analysis

Ye Li

211-217
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Research on Heliostat Field Optimization Based on Monte Carlo Theorem and Randomized Algorithms

Yanqi Gao, Ziqi Yang, Zixiong Yang

218-224
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Integrating ARIMA and GA for Profit Maximization in Supermarket Pricing Strategy

Chenghao Zhang, Haoyang Zhang, Yimiao Guo

225-233
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A Decision Model for Pricing and Replenishment of Vegetable Products Based on Lagrangian Function Optimization

Huaping Mei, Jiarong Li, Chao Pan

234-243
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LSTM-Based Time Series Prediction and Optimization of Replenishment Pricing Model

Yifan Wang, Lanyi Meng, Zonghan Liu

244-251
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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
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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
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Commodity Dynamic Pricing and Replenishment Decision Model Based on Cosine Annealing

Junyi Zhao, Chenye Xi, Gong Chen

270-279
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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
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Revealing the Close Connection Between Tennis Match Momentum and Victory Through Machine Learning Methods

Guolin Yu, Xinyu Wang, Bohan Dong

287-294
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Research on High Performance Apple Recognition Model Construction Strategy Based on Deep Learning

Yixuan Wang, Zhengkun Su

295-302
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Research and application of commodity demand forecasting algorithm based on improved ARIMA-LSTM

Jingqi Zhang

303-309
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Workspace solution of 6-DOF mechanical platform based on imaginary support

Yuzhou Li

310-322
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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
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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
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Mirror field optimization model based on thermal power maximization

Zhiyu Pei, Zhenze Jin, Ye Chen, Yu Wang

344-353
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A Feasibility Study of microwave respiration monitoring by off-body sensor

Yufei Xu

354-361
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A Study on Visualization of Tennis Players' Game Performance Based on Wavelet Analysis and ARIMA-LightGBM Model

Teng Wang

362-371
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Research on Momentum Analysis of Tennis Match Based on Machine Learning

Yijie Hao, Jiachen Chang

372-378
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Research on deep-sea submarine position prediction and search and rescue strategy based on multi-intelligence optimization and machine learning

Hanfei Cao

379-389
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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
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Research on Classification and Identification of Glass Relics Based on Pearson Clustering and Machine Learning Models

Lei Gewen, Wu Zijun, Si Mengze

397-403
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Research on Automatic Pricing and Replenishment Decision of Vegetable Products Based on Machine Learning

Zitao Lin, Ziying Tan, Hongjie Ye, Man Sun

404-411
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Harnessing Regression Analysis and Machine Learning to Unveil the Market Dynamics and Environmental Impact of New Energy Vehicles

Mingda Yue

412-418
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Research on Pricing and Replenishment of Vegetables Based on Grey Relational Model and Seasonal Index Prediction Model

Keyu Li

419-424
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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
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The Role of Lamprey Sex Ratios in Ecosystem Dynamics: An Analysis Using Lotka-Volterra Models

Xue Ke, Ruilin Cheng, Yahui Li

432-438
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Software Defect Prediction and Automatic Repair Based on Machine Learning

Kung Tang, Yutang Zhang, Shengkai Xia

439-443
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Building Value Assessment and Protection Model under Catastrophe Risk

Can Shen, Chenlu Wang, Zixuan Zhao

444-451
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A Study on the Financial Performance of Chinese Artificial Intelligence Listed Companies Based on the DEA-Malmquist Model

Rongbin Lyu, Cancan Cui

452-462
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A Study of China's Electricity Supply Based on Correlation and Time Series Modeling

Liangyu Qin, Huihui Wang, Qihang Yao

463-469
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Quantifying and Predicting Tennis Match Momentum: An LGBM-Based Analysis and Visualization Model

Zhenrui Li, Qisheng Zhang, Yixiao Wang

470-478
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Analysis of energy consumption structure in China, the United States and Germany based on forecasting models

Yifan Fu, Xiaoxue Fan

479-488
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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
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LSTM-DL: A Counting Optimization Approach for LSTM-Based DV-Hop Localization Model in Wireless Sensor Networks

Bosong Huang

498-506
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Insights into the Tennis Court through Machine Learning: Analysis and Evaluation of the Wimbledon Men's Singles Final

Zhen Gao, Weixi Sun

507-514
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Research on Locating and Searching for Missing Submersibles Based on Differential Equations and SAR-A* Algorithm

Zixin Chang, Yuran Li, Jiaxin Yu

515-522
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Vegetable pricing and replenishment decisions based on the optimization model

Haoru Jiang, Xin Chen, Junyao Fang

523-528
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A new model for carbon neutrality based on PV power generation

Runchi Gu, Yiyang Liu, Jiali Yang

529-534
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Vol. 98 (2024): 2nd International Conference on Mathematical Modeling and Machine Learning (MMML 2024)

Preface

Articles

Indexing