The phrase "algorithms to forecast" is correct and usable in written English.
It can be used when discussing methods or techniques that utilize algorithms for predicting future outcomes or trends.
Example: "Researchers are developing algorithms to forecast weather patterns more accurately."
Alternatives: "models for prediction" or "techniques for forecasting".
Retail giants have been using machine-learning algorithms to forecast demand and set prices for years.
But its specialty is identifying the most valuable customer segments and using algorithms to forecast their potential spending over time.
Instead of organizing and sifting through the terabytes of data across the organization, it quickly identified a relatively small number of key data needs, created a customer sample, then used analytic algorithms to forecast attrition probabilities, pinpoint at-risk customers and recommend precise retention strategies.
Company Vitals: Uses statistical algorithms to forecast temperature, precipitation and snowfall by the day and season for the year ahead.
They used neural network and autoregressive linear prediction algorithms to forecast loads in cloud data center applications.
Manufacturers use predictive algorithms to forecast demand, conduct predictive maintenance, and optimize their after-sale services with predictive analytics to grow profit margins.
"Then I put sensors in the pan, and we wrote an algorithm to forecast how much time I had before the ceiling tiles gave way".
JPMorgan Chase uses an algorithm to forecast and positively influence the behavior of thousands of investment bank and asset management employees to minimize mistaken or ethically wrong decisions.
It showed that the model is an effective algorithm to forecast the long-term discharge in Manwan Hydropower.
As a first approximation to real-world forecasting approaches, in the simulations reported here the provider uses the Holt-Winter exponential smoothing algorithm to forecast energy usage [15].
The idea of using an optimization algorithm to forecast people's choice as represented in the utility function is untenable [31].
