{"id":53556,"date":"2022-12-20T13:43:01","date_gmt":"2022-12-20T12:43:01","guid":{"rendered":"https:\/\/intellias.com\/?p=53556"},"modified":"2023-08-29T12:27:46","modified_gmt":"2023-08-29T10:27:46","slug":"unravelling-real-time-route-optimization-new-ways-to-solve-vehicle-routing-problems","status":"publish","type":"blog","link":"https:\/\/intellias.com\/real-time-route-optimization\/","title":{"rendered":"Unravelling Real-Time Route Optimization: New Ways to Solve Vehicle Routing Problems"},"content":{"rendered":"
Global transportation has existed for centuries, from on-foot migrations to caravan shipments.<\/p>\n
In the last decade, however, globalization has magnified the volume of transported people and assets. Last year, over 4,000 parcels<\/a> were shipped every second across 13 of the world\u2019s major markets. China Railway moved a record 147,520 persons per minute<\/a> in September 2022.<\/p>\n The above numbers are far from a plateau. Urban populations are growing. Meanwhile, rising fuel costs and concerns over emissions are prompting people to ditch personal vehicle ownership in favor of mobility as a service (MaaS) offerings. Logistics companies are facing a pressing need to reduce emissions and improve delivery times simultaneously.<\/p>\n All of the above factors strengthen the need for real-time route optimization solutions powered by big data and machine learning (ML) algorithms.<\/p>\n But as with every new technology, the natural question is this: Which tangible results can route optimization software deliver for transportation businesses?<\/em> Let\u2019s unpack the answer together.<\/p>\n <\/p>\n Route optimization is the process of establishing the optimal route for traveling based on input factors such as best cost or earliest estimated time of arrival (ETA). A route optimization algorithm analyzes different travel paths and automatically generates navigation instructions, updating them in real time.<\/p>\n The goal of routing optimization isn\u2019t to find the shortest or fastest route but to suggest the most efficient based on pre-programmed conditions (such as number of stops, planned delivery windows, or traffic congestion levels).<\/p>\n Popular route optimization use cases include:<\/p>\n In every case, the ultimate goal is to achieve better transport efficiency and harness cost savings \u2014 a pressing priority for most companies. Over 70%<\/a> of UK logistics companies reported transportation cost bumps of 25% or more in Q1 2022. In the US, freight rates increased 28%<\/a>between 2010 and 2022.<\/p>\n Escalated shipping costs can further trigger disruptions across global markets, where consumers\u2019 purchasing power continues to decrease:<\/p>\nWhat is route optimization software?<\/h2>\n
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