Why a Tiny Scheduling MILP Took Minutes: CBC vs HiGHS

My generalized staff scheduler is a small optimization problem: eight people, a week of half-hour slots, about five thousand binary variables. By modern standards that is tiny. So when it started taking minutes to solve — or worse, returning nothing at all — my first reaction was disbelief. This post is the story of CBC vs HiGHS on that exact model, and the four fixes that actually mattered. If your PuLP + CBC model is grinding, some of these will probably apply to you too.

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From One Client’s Rules to Any Team: A General Scheduler

The staff scheduler I built for that Fiverr client did exactly one job. It knew about his clients, his courses, his equipment, his week. It was a good staff scheduling model for precisely one business on Earth. Every sheet name, every constraint, every assumption was his. When I put it online I knew the truth: nobody else could use it without hiring me to rebuild it. So I rebuilt it once, properly, for everyone. This is how the generalization went.

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Cómo hacer una ruta con más de 10 paradas en Google Maps

Si alguna vez intentaste armar una ruta de reparto en Google Maps, ya conoces el problema: al llegar a la parada número diez, el botón de “Agregar destino” desaparece. Necesitas hacer 25 entregas y Google te deja planear 10. Llevo más de veinte años construyendo modelos de optimización de rutas para empresas, y en este artículo te muestro cómo hacer una ruta con más de 10 paradas en Google Maps — gratis, sin instalar nada y sin pagar una suscripción.

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Route4Me Alternative: A Free Optimizer, No Sales Call

If you’ve tried to get a straight price out of Route4Me, you’ve probably hit a “contact sales” button instead of a number. That’s the most common complaint I hear, and it’s usually why people start searching for a route4me alternative in the first place. I’ve spent twenty-plus years building routing and scheduling optimization for a living, so I built a free one for the operator who just wants to run a route, not book a demo call first.

route4me alternative — free VRP route optimizer, upload workbook and run
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A Withdrawal Rate Calculator That Draws Down to Zero

After I put the Roth conversion tool online, the question I kept getting wasn’t about conversions at all. It was simpler and scarier: “OK, but how much can I actually spend?” Almost every withdrawal rate calculator answers that by multiplying your savings by 4% and calling it a day. So I added a mode to my own optimizer that throws the flat percentage out and solves for the real number — the most you can spend every year while drawing every account down to zero by the end of the plan.

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