Fantasy Premier League AI predictions — FPL expected points models, rotation prediction and ILP optimisation

Fantasy Premier League AI predictions apply machine learning to the multi-gameweek optimisation problem: selecting a 15-player squad that maximises expected points across a rolling horizon of 5–8 gameweeks, accounting for rotation risk, fixture difficulty, injury probability, and chip timing. The computational tools available to FPL managers have advanced significantly — from simple form tables to integer linear programming (ILP) solvers that simultaneously optimise transfer sequences, chip deployment, and captaincy selection. This guide covers the full FPL AI optimisation framework: xP modell

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