Check formula for calculating the new state in Process1

[bhardwajshivam]

The code mentions: return Process1.State(price=state.price + up_move * 2 - 1)
Where as its a logistic function of (L-Xt).
Why is up_move multiplied by 2 and subtracted by 1?

[AI-Ahmed]

Hello there @bhardwajshivam,
Given that the $\mathbb{P}[X_{t+1} = X_{t} + 1]$ is the probability of of moving up. Likewise, $\mathbb{P}[X_{t+1} = X_{t} - 1]$ is the probability of moving down. Hence, $\mathbb{P}[X_{t+1} = X_{t} - 1] = 1 - \mathbb{P}[X_{t+1} = X_{t} + 1]$ by the complement rule.

If you rearrange the formula, you can say that $\mathbb{P}[X_{t+1} = X_{t} + 1] + \mathbb{P}[X_{t+1} = X_{t} - 1] = 1$, which is similar is equal to $2\mathbb{P}[X_{t+1} = X_{t} + 1] - 1$.

This is similar to the code you mentioned:

Process1.State(price=state.price + 2 * up_move - 1)