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Solving "Los Movimientos" Routing Problem

Towards Data Science •
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The author recounts the immense challenge of planning daily logistics for an oilfield services company, dubbed "Los Movimientos." This involved coordinating dozens of trucks and crews across eastern Venezuela, supporting around 50 drilling jobs per month. The task was complicated by urgent, late-afternoon requests, varied starting locations, and strict 8 p.m. driving restrictions.

Initially, planning was done manually with pen, paper, and basic spreadsheets, often leading to infeasible routes discovered the next morning. This created significant frustration and a feeling of inadequacy, as the author lacked the knowledge to identify or solve the complex problem.

The problem was eventually identified as the Capacitated Pickup and Delivery Vehicle Routing Problem with Time Windows, a highly complex optimization challenge. The author aims to demystify this problem and provide a solution, offering guidance to others facing similar logistical nightmares.