Optimizing Traffic Speed Prediction Using a Multi-Objective Genetic Algorithm-Enhanced RNN for Intelligent Transportation Systems

Optimizing Traffic Speed Prediction Using a Multi-Objective Genetic Algorithm-Enhanced RNN for Intelligent Transportation Systems

Over the past decade, major cities have faced significant traffic congestion, accidents, and pollution due to increased vehicle usage, urbanization, and migration. An Intelligent Transportation System (ITS) can enhance transportation planning and alleviate congestion. ITS utilizes traffic prediction...

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Bibliographic Details
Main Authors: C. Swetha Priya, F. Sagayaraj Francis
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Deep learning models
genetic algorithms
features
hyperparameters
accuracy
inference time
Online Access:https://ieeexplore.ieee.org/document/10900352/
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https://ieeexplore.ieee.org/document/10900352/

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