Unveiling the Depths of Route Prediction Algorithms: An Exhaustive Analysis

Unveiling the Depths of Route Prediction Algorithms: An Exhaustive Analysis

Registration ID: IJNRD_201098

Published ID: IJNRD2307092

DOI: Click Here to Get

NidhiSoni , Dr.Ajay Jangra

This paper presents an in-depth exploration and comprehensive analysis of route prediction algorithms. Route prediction algorithms are crucial in various domains such as transportation, logistics, and navigation systems. The objective of these algorithms is to predict optimal routes considering factors like traffic conditions, road networks, and user preferences. The study surveys the existing literature on route prediction algorithms, categorizing them based on methodologies and evaluating their performance in terms of accuracy, computational efficiency, scalability, and adaptability. The impact of different data sources on route prediction algorithms, including historical traffic data, real-time sensor data, and user-generated data, is investigated. Challenges such as uncertain and incomplete data, large-scale networks, and multimodal transportation options are discussed. The study also designs a systematic experimental framework to compare the performance of multiple algorithms. The research contributes to the understanding of route prediction algorithms, aiding researchers, practitioners, and developers in selecting appropriate algorithms and guiding the development of more accurate and efficient route prediction systems.

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"Unveiling the Depths of Route Prediction Algorithms: An Exhaustive Analysis ", IJNRD - INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (www.IJNRD.org), ISSN:2456-4184, Vol.8, Issue 7, page no.a743-a756, July-2023, Available :https://ijnrd.org/papers/IJNRD2307092.pdf

Volume 8 Issue 7, July-2023

Pages : a743-a756

Paper Reg. ID: IJNRD_201098

Published Paper Id: IJNRD2307092

Downloads: 000121184

Research Area: Engineering

Country: Kurukshetra, Haryana, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2307092.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2307092

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Publisher: IJNRD (IJ Publication) Janvi Wave

This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition

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