July 11, 202619 min read
Building an F1 Strategy Prototype: The Search Layer, Part 4
How to rank simulated F1 strategy futures, add uncertainty with Monte Carlo, and keep the recommendation explainable.
optimisation
decision-systems
simulation
f1
Posts tagged f1
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July 4, 202617 min read
Building an F1 Strategy Prototype: The Decision Model, Part 3
How to generate legal F1 strategy branches, why itertools is the right first tool, and where constraint programming starts to fit.
decision-systems
optimisation
simulation
f1
June 27, 20268 min read
Building an F1 Strategy Prototype: The Race Simulator, Part 2
A first Python race simulator, why the lap loop is useful but limited, and how SimPy gives the model better event structure.
simulation
decision-systems
optimisation
f1
June 19, 202617 min read
F1 Strategy as a Combinatorial Decision Space, Part 1
A curious overview of why Formula 1 race strategy is less about one pit call and more about searching a branching space of constrained futures.
decision-systems
optimisation
simulation
f1