Feature #8: Find Intervals
Explore how to determine the minimum number of future intervals until a stock's predicted price rises by utilizing a monotonic decreasing stack. Learn to create and update intervals efficiently, understand related algorithm complexity, and apply this method to analyze stock price trends over time.
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Description
We are given the price predictions, prices, of a stock over a future time window. We are interested in making a profit by selling the stock at a higher price.
There are n intervals in the time window, where each interval represents a stock’s predicted price for that interval.
Our goal is to return an array, intervals, such that intervals[i] is the minimum number of intervals after the ith interval when the price will increase. If there is no time interval for which this is possible, we will keep intervals[i] == 0 instead.
The following examples may clarify these requirements:
Solution
We are given an array that represents the time series of the predicted stock prices over n future intervals, all of equal duration. The ...