International Business Machines Corporation

Ashish Sabharwal

Horst Cornelius Samulowitz

Chandrasekhara K Reddy

Deepak Srinivas Turaga

Gerald James Tesauro

Tamir Klinger

A system, method, and computer program product for automatically selecting from a plurality of analytic algorithms a best performing analytic algorithm to apply to a dataset is provided. The automatically selecting from the plurality of analytic algorithms the best performing analytic algorithm to apply to the dataset enables a training a plurality of analytic algorithms on a plurality of subsets of the dataset. Then, a corresponding prediction accuracy trend is estimated across the subsets for each of the plurality of analytic algorithms to produce a plurality of accuracy trends. Next, the best performing analytic algorithm is selected and outputted from the plurality of analytic algorithms based on the corresponding prediction accuracy trend with a highest value from the plurality of accuracy trends.

Automated intelligent data navigation and prediction tool

A method for configuring a manufacturing plant includes generating a set of initial production schedules for manufacturing an entity, determining a set of consistent production schedules given each of the initial production schedules, selecting an instance of the consistent production schedules, generating a schedule for manufacturing instances of the entity, and operating the manufacturing plant using the schedule.

Growing community of inventors

White Plains, NY, United States of America

Ashish Sabharwal