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Optimisation

The $50M Delivery Route

Dedicated to my friend, mentor and a boss who stood up for me when no one else would, Dave Fellows. You encouraged me when I told you I was writing a book on quantum computing, and this is a step in that direction.

UPS reports that removing one mile from each driver's daily route can save up to $50 million a year.1 At fleet scale, a route planner can create real value without proving it has found the perfect route; a repeatable improvement is enough.

Even a route with only 20 stops admits

\[ 20! = 2,432,902,008,176,640,000 \]

possible orderings, before time windows, vehicle capacity, driver hours, or traffic enter the model.

The notebook reduces the optimisation machinery to MaxCut on a triangle: three nodes, three edges, and eight colourings. We can enumerate every candidate, inspect every gate, and compare the circuit's samples with uniform random choice.