Search space minimization for computerized time-series data forecasting system

A system comprising:

• at least one processor, and
• a memory coupled to the at least one processor,
• wherein the memory stores:
• instructions for execution by the at least one processor and
• wherein the instructions include, in response to receiving user input for a zoned graph request including an option identifier from a user device:
• determining a current breakeven point on a current date based on a strike price of an option corresponding to the option identifier;
• estimating a future strike price of the option corresponding to the option identifier based on an expiration date of the option;
• determining a future breakeven point on the expiration date of the option based on the estimated future strike price;
• determining 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, determining a middle breakeven point at the corresponding time based on the range;
• and
• generating a zoned graph including the current breakeven point, the future breakeven point, and each middle breakeven point at the corresponding times.