People hear “route optimization algorithm” and picture something exotic — a black box, maybe a little AI magic. It isn’t. Underneath every routing tool, mine included, is a decades-old idea from combinatorial search, dressed up with a few tricks to make it fast enough to run in your browser instead of overnight on a mainframe. I’ve spent twenty-plus years building these models for real fleets, and the algorithm part is the least mysterious piece of the whole system. Here’s what’s actually happening when you click “optimize.”
Continue reading “How Route Optimization Algorithms Actually Work”Tag: route optimization
Do You Need a Route Optimization API?
Every so often someone emails me asking for a route optimization API — they want to hit an endpoint from their own app, get routes back as JSON, and skip the whole “upload a spreadsheet” workflow entirely. Fair ask. But before you go shopping for one, it’s worth understanding what you’re actually paying for, because “API” in this space covers everything from a thin wrapper around a free library to a genuinely expensive enterprise platform.
Dynamic Route Planning Software, Explained
“Dynamic route planning software” gets thrown around as a marketing word more than a technical one, and it’s worth pinning down what it actually means before you pay for it. I’ve built routing models for real operations for over twenty years, and the honest answer is: dynamic isn’t a feature you either have or don’t — it’s a spectrum, and most businesses searching for it don’t actually need the far end of it.
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How to Plan a Delivery Route (the Way a Solver Does It)
Ask ten small fleets how to plan a delivery route and nine will describe some version of the same ritual: a list of addresses, a map, and somebody’s gut feeling about which order “makes sense.” I’ve spent years building routing models for real operations, and the gap between a gut-feel route and an optimized one is rarely small — it’s usually measured in whole driver-hours per day. The good news: planning delivery routes properly is a repeatable process, and most of it isn’t even math. It’s preparation.
What Is VRP? The Vehicle Routing Problem, Explained
So what is VRP, exactly? It stands for the vehicle routing problem, and it’s the three-letter answer to a question every delivery operation asks itself before sunrise: which vehicle should visit which stops, and in what order? I’ve spent a good chunk of my career as an operations research analyst building routing models for real fleets, and I still think VRP is the most practical piece of math most people have never heard of. If a truck brought you anything this week, a VRP solver (or a dispatcher sweating over a map) decided how it got there.
