The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jul. 27, 2021

Filed:

Feb. 06, 2018
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Shivaram Subramanian, New Fairfield, CT (US);

Pavithra Harsha, White Plains, NY (US);

Rajesh Kumar Ravi, Yorktown Heights, NY (US);

Markus R. Ettl, Ossining, NY (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06Q 30/02 (2012.01); G06Q 10/08 (2012.01); G06N 3/08 (2006.01); G06Q 10/02 (2012.01); G06F 17/11 (2006.01);
U.S. Cl.
CPC ...
G06Q 30/0206 (2013.01); G06N 3/08 (2013.01); G06Q 10/02 (2013.01); G06Q 10/087 (2013.01); G06Q 30/0239 (2013.01); G06F 17/11 (2013.01);
Abstract

A system that compresses data during neural network training. A memory stores computer executable components and neural network data, and a processor executes computer executable components stored in the memory. An anticipatory value of inventory (VOI) optimization component calculates optimal VOI and prices for immediate-future inventory levels in parallel and writes latest price updates for respective states to a price stack; and a recommendation component provides customized pricing recommendation for a product relative to a unique customer as a function of the latest price updates for respective states to the price stack.


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