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A Company Is Planning Its Advertising Strategy for Next Year

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A company is planning its advertising strategy for next year for its three major products.Since the three products are quite different,each advertising effort will focus on a single product.In units of millions of dollars,a total of 6 is available for advertising next year,where the advertising expenditure for each product must be an integer greater than or equal to 1.The vice-president for marketing has established the objective: Determine how much to spend on each product in order to maximize total sales.The following table gives the estimated increase in sales (in appropriate units)for the different advertising expenditures. A company is planning its advertising strategy for next year for its three major products.Since the three products are quite different,each advertising effort will focus on a single product.In units of millions of dollars,a total of 6 is available for advertising next year,where the advertising expenditure for each product must be an integer greater than or equal to 1.The vice-president for marketing has established the objective: Determine how much to spend on each product in order to maximize total sales.The following table gives the estimated increase in sales (in appropriate units)for the different advertising expenditures.   Use dynamic programming to solve this problem. Use dynamic programming to solve this problem.


Definitions:

SSE

Sum of Squared Errors, a measure of the discrepancy between the data and an estimation model, representing the error between observed and predicted values.

Treatments

In experimental research, the conditions applied to different groups of participants to observe potential changes in behavior or outcomes.

Factor

An element or constituent that contributes to a result or outcome.

Population Means

The average value of a characteristic in a population, and a parameter that is often estimated from sample data.

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