heurics Let’s connect

Research

The write-ups, with the method next to the numbers.

Write-ups across problem families, from cloud placement to selection and scheduling. Each one names the protocol, the data and the limits of what was shown, next to every number.

All Cloud Finance

Cloud GPU and workload placement

Field noteResults pending

Against production’s own placements

How we are testing a GPU placement engine against the decisions a hyperscale production scheduler actually made: the trace, the fairness rules, what every run reports, and the conditions for publishing results.

Finance Portfolio selection and certified bounds

ArticleOctober 2026

A bound you don’t have to trust

heurics-cert turns “this portfolio is close to optimal” into a certificate anyone can check: how it works, three problem types and seven risk models, 0.17% median certified gap on real-equity mandates, and where it is loose.

 Benchmark note

The portfolio instances behind the certificate paper

Four portfolio-selection collections, real market data throughout — OR-Library, two published academic sets and a 2,901-stock universe — that the certificate is checked against.
Each write-up carries its protocol, its data source and the limits of what it shows.