Machine Learning and Robotics in Urban Planning and Management

Christian Kaunert, Kamalesh Ravesangar, Bhupinder Singh

ISBN 13: 9798369394106

Published by IGI Global, 2025

About this Item

Seller Inventory # LU-9798369394106

Bibliographic Details

• Title: Machine Learning and Robotics in Urban Planning and Management
• Publisher: IGI Global
• Publication Date: 2025
• Language: English
• ISBN 13: 9798369394106
• Binding: Hardback
• Condition: New
• Dimensions: 17.78W x 1.91H x 25.4D centimeters 17.78 centimeters width by 1.91 centimeters height by 25.4 centimeters depth
• Weight: 757 grams

About this title

Synopsis

The integration of advanced technologies has led to drastic changes in the field of urban planning and management. When using large amounts of data from numerous sources, machine learning models can mimic past scenarios which predict future events. Urban planners use these predictions when making infrastructure or administrative decisions geared towards a highly efficient and sustainable urban environment. Machine learning algorithms can reduce the wait times at intersections, stop-and-go traffic, and overall congestion by adjusting signal timings on a real-time basis according to live density of vehicles. Conventional bottlenecks are identified and possible route changes proposed to generate improved traffic flow across regions. Further research may continue encouraging urban planning and management innovation. Machine Learning and Robotics in Urban Planning and Management explores the integration of machine learning and robotics technology in urban and regional development. It examines solutions for traffic management, infrastructure improvements, and prediction models using intelligent technology. This book covers topics such as neural networks, smart cities, and transportation systems, and is a useful resource for urban developers, business owners, scientists, civil engineers, academicians, and researchers.