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🧪 Wellness Lifestyle Optimization Simulation

Interactive 3D wellness optimizer: allocate sleep, exercise, nutrition and stress-management under diminishing returns and a sleep-debt penalty, then watch a hill-climbing optimizer search for the score-maximizing daily routine.

Biology & Life2DModerate60 FPS📱 Mobile-adapted
wellness-lifestyle-optimization-simulation ↗ Open standalone

Wellness isn't maximized by pushing every habit to its limit — it's a constrained optimization problem. This simulator models a daily routine across four levers (sleep, exercise, nutrition quality and stress management), each contributing to an overall wellness score under diminishing returns, with a sleep-debt penalty that couples sleep quality to how effective every other habit can be. Drag the sliders to explore the trade-offs yourself, or let the built-in hill-climbing optimizer search the space and converge on a locally optimal routine in real time, visualized as four animated bars and a pulsing wellness orb surrounded by an energy-particle field whose density tracks the score.

⚙ Under the hood

This simulation demonstrates how lifestyle choices can be optimized for peak wellness and performance. It explores the interplay of various factors like sleep, nutrition, and physical activity to maximize overall health.

WellnessOptimizationDynamics

2D · HTML5 Canvas 2D · 60 FPS target · runs fully client-side, no install

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