An Effective Fuel Cost‐Less Bus Driver Allocation Scheme by Using Genetic Algorithm-Reference-Cited by-同舟云学术

An Effective Fuel Cost‐Less Bus Driver Allocation Scheme by Using Genetic Algorithm

Published:2024-05-28 Issue:10 Volume:19 Page:1746-1748
ISSN:1931-4973
Container-title:IEEJ Transactions on Electrical and Electronic Engineering
language:en
Short-container-title:IEEJ Transactions Elec Engng

Author:

Miura Riku¹,Mizutani Kimihiro¹²³^ORCID

Affiliation:

1. Graduate School of Science and Engineering Kindai University Higashiosaka Osaka Japan

2. Faculty of Informatics (KDIX) Kindai University Higashiosaka Osaka Japan

3. Cyber Informatics Research Institute Kinai University Higashiosaka Osaka Japan

Abstract

In this paper, we propose a cost‐effective driver allocation scheme based on the Genetic Algorithm (GA) aimed at improving fuel efficiency for bus companies. With our evaluations using real bus sensing data, our scheme has demonstrated a significant reduction in running resistance, achieving a 20%–26% decrease compared to current real‐world allocations. © 2024 Institute of Electrical Engineers of Japan and Wiley Periodicals LLC.

Publisher

Wiley

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1002/tee.24127

Reference4 articles.

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2. Intelligent Bus Operation Optimization by Integrating Cases and Data Driven Based on Business Chain and Enhanced Quantum Genetic Algorithm

3. Testing on the Running Resistance of the Automobile and its Fuel Consumption.

4. MiuraR MizutaniK.A fuel cost‐less bus driver allocation through bus IoT data analysis.Proceedings of International Conference on Emerging Technologies for Communications.2022.