Data defines the model by dint of genetic programming, producing the best decile table.


Retail Revenue Optimization: Accounting for Profit-eating Markdowns
Bruce Ratner, Ph.D.

The mantra in retail is: Offer the right product to the right customer at the right price, and at the right time. But, determining this “right” product- customer-price-time quadruplet is not easily achieved. The standard approach of this four-way optimization is piecemeal: optimizing individually product, customer, price, and time. Then, the four models are “rolled into one,” yielding a suboptimal and ungainly implementation of the combined model. Adjusting the combined model accounting for profit-eating markdowns is based on an ad hoc procedure, yielding another suboptimal and ungainly implementation of the combined model. The purpose of this article is to illustrate a new approach – the GenIQ Model© – for retail revenue-markdown optimization: simultaneous optimization of the product-customer-price-time trinity accounting for profit-eating markdowns. The resultant model, which is optimal and easy to implement, provides strategic information to make the right pricing decisions in pre-season, and make the right markdowns in-season.

For more information about this article, call me at 516.791.3544, or e-mail, br@dmstat1.com.
My publisher owns the copyright of the article, about which this abstract addresses. The article will appear in my forthcoming book.
My publisher has granted me permission to discuss orally the article's content, but by no means provide an outline, a draft or proof-ready of the article.

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