Real solvers, running live in your browser
Three interactive demos from published optimization work — exact layout under a separation rule, a continuous robustness measure, and a metaheuristic failure taken apart against a proven optimum. Each has a guided walkthrough of the theory, how the instance is built, how to read the result, and what we'd do for you.
Max independent set · exact
Separation-constrained layout
Fit the most people into a room under a minimum-separation rule — solved to proven optimality, live in your browser.
Open demoInterval uncertainty · η ∈ [0,1]
The price of robustness
At identical spend, which plan best resists uncertainty? A robustness score computed two ways that agree.
Open demoSimulated annealing · proven optimum
Anatomy of a failed anneal
201 committed runs, none feasible. Take the failure apart, then reach a few percent of the exact optimum in milliseconds.
Open demo