Cargando…

Sine-SSA-BP Ship Trajectory Prediction Based on Chaotic Mapping Improved Sparrow Search Algorithm

Objective: In this paper, we propose a Sine chaos mapping-based improved sparrow search algorithm (SSA) to optimize the BP neural network for trajectory prediction of inland river vessels because of the problems of poor accuracy and easy trapping in local optimum in BP neural networks. Method: First...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zheng, Yuanzhou, Li, Lei, Qian, Long, Cheng, Bosheng, Hou, Wenbo, Zhuang, Yuan
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9864043/ https://www.ncbi.nlm.nih.gov/pubmed/36679503 http://dx.doi.org/10.3390/s23020704

Ejemplares similares

A weighted-sum chaotic sparrow search algorithm for interdisciplinary feature selection and data classification
por: Jia, LiYun, et al.
Publicado: (2023)

Time Optimal Trajectory Planing Based on Improved Sparrow Search Algorithm
por: Zhang, Xiaofeng, et al.
Publicado: (2022)

Chaotic Sparrow Search Algorithm with Deep Transfer Learning Enabled Breast Cancer Classification on Histopathological Images
por: Shankar, K., et al.
Publicado: (2022)

Optimizing Multiple Entropy Thresholding by the Chaotic Combination Strategy Sparrow Search Algorithm for Aggregate Image Segmentation
por: Wang, Mengfei, et al.
Publicado: (2022)

A Learning Sparrow Search Algorithm
por: Ouyang, Chengtian, et al.
Publicado: (2021)

Beam Search Algorithm for Ship Anti-Collision Trajectory Planning
por: Karbowska-Chilinska, Joanna, et al.
Publicado: (2019)

Recent Versions and Applications of Sparrow Search Algorithm
por: Awadallah, Mohammed A., et al.
Publicado: (2023)

An Enhanced Neural Network Algorithm with Quasi-Oppositional-Based and Chaotic Sine-Cosine Learning Strategies
por: Xiong, Xuan, et al.
Publicado: (2023)

CSCAHHO: Chaotic hybridization algorithm of the Sine Cosine with Harris Hawk optimization algorithms for solving global optimization problems
por: Zhang, Yu-Jun, et al.
Publicado: (2022)

Improved Sparrow Search Algorithm Based on Iterative Local Search
por: Yan, Shaoqiang, et al.
Publicado: (2021)

An Approach for the Generation of an Nth-Order Chaotic System with Hyperbolic Sine
por: Liu, Jizhao, et al.
Publicado: (2018)

Advances in Sparrow Search Algorithm: A Comprehensive Survey
por: Gharehchopogh, Farhad Soleimanian, et al.
Publicado: (2022)

Membrane Fouling Prediction Based on Tent-SSA-BP
por: Ling, Guobi, et al.
Publicado: (2022)

Threshold image segmentation based on improved sparrow search algorithm
por: Wu, Dongmei, et al.
Publicado: (2022)

An Adaptive Sinusoidal-Disturbance-Strategy Sparrow Search Algorithm and Its Application
por: Zheng, Feng, et al.
Publicado: (2022)

An Improved Sparrow Search Algorithm and Its Application in HIFU Sound Field
por: Yang, Yihao, et al.
Publicado: (2023)

Fast Image Encryption Algorithm for Logistics-Sine-Cosine Mapping
por: Wang, Pengfei, et al.
Publicado: (2022)

Research on Economic Optimization of Microgrid Cluster Based on Chaos Sparrow Search Algorithm
por: Wang, Peng, et al.
Publicado: (2021)

A Multistrategy-Integrated Learning Sparrow Search Algorithm and Optimization of Engineering Problems
por: Wang, Zikai, et al.
Publicado: (2022)

Application of Chaos Mutation Adaptive Sparrow Search Algorithm in Edge Data Compression
por: Qiu, Shaoming, et al.
Publicado: (2022)

DGTTSSA: Data Gathering Technique Based on Trust and Sparrow Search Algorithm for WSNs
por: Osamy, Walid, et al.
Publicado: (2023)

MSXFGP: combining improved sparrow search algorithm with XGBoost for enhanced genomic prediction
por: Zhou, Ganghui, et al.
Publicado: (2023)

Dynamic Path Planning of Mobile Robot Based on Improved Sparrow Search Algorithm
por: Liu, Lisang, et al.
Publicado: (2023)

A Modified Sparrow Search Algorithm with Application in 3d Route Planning for UAV
por: Liu, Guiyun, et al.
Publicado: (2021)

Research on SVR Water Quality Prediction Model Based on Improved Sparrow Search Algorithm
por: Su, Xuehua, et al.
Publicado: (2022)

Multistrategy Improved Sparrow Search Algorithm Optimized Deep Neural Network for Esophageal Cancer
por: Wang, Yanfeng, et al.
Publicado: (2022)

An Apple Fungal Infection Detection Model Based on BPNN Optimized by Sparrow Search Algorithm
por: Zhao, Changtong, et al.
Publicado: (2022)

A Multi-Strategy Improved Sparrow Search Algorithm for Coverage Optimization in a WSN
por: Chen, Hui, et al.
Publicado: (2023)

Reconfiguration Error Correction Model for an FBG Shape Sensor Based on the Sparrow Search Algorithm
por: Shang, Qiufeng, et al.
Publicado: (2023)

The Ship Movement Trajectory Prediction Algorithm Using Navigational Data Fusion
por: Borkowski, Piotr
Publicado: (2017)

Complex trajectories in chaotic dynamical tunneling
por: Levkov, D.G., et al.
Publicado: (2007)

Mammographic images segmentation based on chaotic map clustering algorithm
por: Iacomi, Marius, et al.
Publicado: (2014)

An Image Encryption Algorithm Using Cascade Chaotic Map and S-Box
por: Zheng, Jiming, et al.
Publicado: (2022)

A lightweight ship target detection model based on improved YOLOv5s algorithm
por: Zheng, Yuanzhou, et al.
Publicado: (2023)

A Novel ECG Signal Denoising Algorithm Based on Sparrow Search Algorithm for Optimal Variational Modal Decomposition
por: Mao, Jiandong, et al.
Publicado: (2023)

Research on autonomous route generation method based on AIS ship trajectory big data and improved LSTM algorithm
por: Zhuang, ChangXi, et al.
Publicado: (2022)

Sparrow Search Algorithm-Optimized Long Short-Term Memory Model for Stock Trend Prediction
por: Liu, Feiyang, et al.
Publicado: (2022)

Prediction of Resistance Spot Welding Quality Based on BPNN Optimized by Improved Sparrow Search Algorithm
por: Hu, Jianming, et al.
Publicado: (2022)

Cluster Head Selection Method for Edge Computing WSN Based on Improved Sparrow Search Algorithm
por: Qiu, Shaoming, et al.
Publicado: (2023)

A Modified Sine-Cosine Algorithm Based on Neighborhood Search and Greedy Levy Mutation
por: Qu, Chiwen, et al.
Publicado: (2018)

Cannot write session to /tmp/vufind_sessions/sess_5ivl6jv5foiglgu2kp0br8j403