Search space minimization for computerized time-series data forecasting system

1. A system comprising:

at least one processor; and

a memory coupled to the at least one processor, the memory configured to store computer readable instructions which when executed by the at least one processor, causes the system to,

in response to receiving user input for a zoned graph request including an option identifier from a user device:

determine a current breakeven point on a current date based on a strike price of an option corresponding to the option identifier;

estimate a future strike price of the option corresponding to the option identifier based on an expiration date of the option;

determine a future breakeven point on the expiration date of the option based on the estimated future strike price;

determine a range as a current price corresponding to the current breakeven point to a future price corresponding to the future breakeven point;

for each time of a set of times between the current date and the expiration date, determine a middle breakeven point at the corresponding time based on the range; and

generate a zoned graph including the current breakeven point, the future breakeven point, and each middle breakeven point at the corresponding time, wherein

the determining each breakeven point further includes,

calculating a projected value of the option using a Black-Scholes pricing model, and

identifying each breakeven point as between the strike price and a second price using a Newton-Raphson point finding algorithm, wherein the second price is identified using the calculated projected value.

2. The system of claim 1 wherein the system is further caused to:

selecting a price equal to one price interval above the current price corresponding to the current breakeven point;

determine a breakdown value of the selected price as a projected price of the option at the selected price less a cost associated with the option; and

shade an upper portion of the zoned graph as a profit when the breakdown value is above zero.

3. The system of claim 2 wherein the system is further caused to:

shade the upper portion of the zoned graph as a loss when the breakdown value is below zero.

4. The system of claim 1 wherein the determining the current breakeven point on the current date based on the strike price of the option corresponding to the option identifier further includes:

determining a first projected value of the option at a price higher than the strike price;

calculating a difference between the first projected value and a cost associated with the option; and

in response to the difference being greater than zero, performing a point finding algorithm between the strike price and the price higher than the strike price to identify the current breakeven point.

5. The system of claim 1 wherein the determining the current breakeven point on the current date based on the strike price of the option corresponding to the option identifier further includes:

determining a first projected value of the option at a price lower than the strike price;

calculating a difference between the first projected value and a cost associated with the option; and

in response to the difference being less than zero, performing a point finding algorithm between the strike price and the price lower than the strike price to identify the current breakeven point.

6. The system of claim 1 wherein, for each time of the set of times between the current date and the expiration date, determining the middle breakeven point at the corresponding time based on the range further includes:

after determining the middle breakeven point, reducing the range to a middle price associated with the middle breakeven point and the future price.

7. The system of claim 1 wherein each breakeven point includes a corresponding price and a corresponding time.

8. The system of claim 1 wherein:

the memory is further configured to stores a stock and option parameter database including a plurality of options; and

each option of the plurality of options includes a corresponding stock symbol, a value, and an expiration date.

9. The system of claim 8 wherein the system is further caused to:

obtain, from the stock and option parameter database, data corresponding to the option to determine breakeven points.