RECOMMENDING WASTE REDUCTIONS AND CREDIT PURCHASES FOR BUSINESS UNITS

Patent №

US 7,873,552

Granted

2011-01-18

Filed 2007

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

3

ml · planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11847417

In an embodiment, revenue loss functions associated with business units are determined and waste credit constraints associated with the business units are received. A recommended waste credit purchase amount and recommended waste credit reduction amounts associated with the business units are calculated by minimizing a sum of the revenue loss functions and a purchase function, subject to the waste credit constraints, a purchase constraint, and a reduction goal constraint. In various embodiments, the recommended waste credit purchase amount and the recommended waste credit reduction amounts are presented, the amount of waste credits specified by the recommended waste credit purchase amount are purchased, and the business units reduce their waste emissions by their respective recommended waste credit reduction amounts. In an embodiment, the minimization is perfumed via a quadratic programming algorithm.

Machine learningPlanningEvolutionary computationG06Q 50/04G06Q 10/06G06Q 10/0631G06Q 10/06375G06Q 40/12Y02P 90/30

AI classification

Planning1.00
Evolutionary computation1.00
Machine learning0.97
Knowledge representation0.39
AI hardware0.07
Natural language0.00
Speech0.00
Vision0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 197650412

Assignors

CAMPO, CAMILO Y, FRANCO, LUCAS G, LEITAO, BRENO H, MOSCHETTA, WAINER D S

On an employer assignment, the assignors are typically the inventors.

From the same owner

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