METHOD FOR NETWORK DESIGN TO MAXIMIZE DIFFERENCE OF REVENUE AND NETWORK COST

Patent №

US 7,978,629

Granted

2011-07-12

Filed 2009

Owner

AT&T INTELLECTUAL PROPERTY 1, L.P.

Lab

AI components

5

ml · vision · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12380064

A method determines an optimal or near-optimal conveyance network layout in which revenue from serviced customer locations is maximized while the cost of installing and/or maintaining the conveyance is minimized. The conveyance may, for example, be a fiber optic telecommunications cable or a power or utility distribution system. Algorithms in the method generate primal and dual bounds in a Prize-Collecting Steiner Tree Problem in Graphs (PCSPG). Those algorithms originate from a Lagrangian Non-Delayed Relax-and-Cut (NDRC) based approach and incorporate ingredients such as a new PCSPG reduction test, an effective Local Search procedure and a modification in the NDRC framework that allows additional reductions in duality gaps to be attained.

AI classification

Planning1.00
Evolutionary computation0.95
Machine learning0.89
AI hardware0.63
Vision0.62
Knowledge representation0.07
Natural language0.00
Speech0.00

Ownership

AT&T INTELLECTUAL PROPERTY 1, L.P.

assignment · 227050466

Assignors

RESENDE, MAURICIO GUILHERME DE CARVALHO

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

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