For Students · Simulated Annealing
Simulated Annealing for a portfolio mix
Built for students learning it for a class or exam. See the concept move instead of memorizing formulas — and check your homework intuition. Simulate a portfolio mix live below — adjust the inputs and watch it respond, right in your browser.
Simulated AnnealingLive
escaping local minima
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Simulated annealing borrows from metallurgy: at high temperature it accepts worse moves freely, letting it jump out of local minima; as it cools, it settles into the best valley it found. The acceptance probability exp(−ΔE/T) is the key. Cool too fast and it gets stuck; cool slowly and it finds the global optimum.
Data Inspector
Temperature5.00
Current value1.555
Best found0.000
Governing equation
Reading this result: Balanced schedule: enough early wandering to escape shallow minima, then a steady settle toward the deepest valley found.
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Frequently asked questions
- Is this good for students?
- Yes — this version of "Simulated Annealing for a portfolio mix" is framed for students learning it for a class or exam. See the concept move instead of memorizing formulas — and check your homework intuition.
- Do I need to install anything?
- No. It runs in any modern browser, free, with no account required.