Supporting Operational and Real time Planning Tasks of Road Freight Transport with Machine Learning Guiding the Implementation of Machine Learning Algorithms is popular PDF and ePub book, written by Sandra Lechtenberg in 2023-10-26, it is a fantastic choice for those who relish reading online the Uncategoriezed genre. Let's immerse ourselves in this engaging Uncategoriezed book by exploring the summary and details provided below. Remember, Supporting Operational and Real time Planning Tasks of Road Freight Transport with Machine Learning Guiding the Implementation of Machine Learning Algorithms can be Read Online from any device for your convenience.
Supporting Operational and Real time Planning Tasks of Road Freight Transport with Machine Learning Guiding the Implementation of Machine Learning Algorithms Book PDF Summary
World-wide trends such as globalization, demographic shifts, increased customer demands, and shorter product lifecycles present a significant challenge to the road freight transport industry: meeting the growing road freight transport demand economically while striving for sustainability. Artificial intelligence, particularly machine learning, is expected to empower transport planners to incorporate more information and react quicker to the fast-changing decision environment. Hence, using machine learning can lead to more efficient and effective transport planning. However, despite the promising prospects of machine learning in road freight transport planning, both academia and industry struggle to identify and implement suitable use cases to gain a competitive edge. In her dissertation, Sandra Lechtenberg explores how machine learning can enhance decision-making in operational and real-time road freight transport planning. She outlines an implementation guideline, which involves identifying decision tasks in planning processes, assessing their suitability for machine learning, and proposing steps to follow when implementing respective algorithms.
Detail Book of Supporting Operational and Real time Planning Tasks of Road Freight Transport with Machine Learning Guiding the Implementation of Machine Learning Algorithms PDF
- Author : Sandra Lechtenberg
- Release : 26 October 2023
- Publisher : Logos Verlag Berlin GmbH
- ISBN : 9783832556303
- Genre : Uncategoriezed
- Total Page : 364 pages
- Language : English
- PDF File Size : 18,6 Mb
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