SYSTEM FOR UTILIZING GENETIC ALGORITHM TO PROVIDE CONSTRAINT-BASED ROUTING OF PACKETS IN A COMMUNICATION NETWORK

Patent №

US 8,064,432

Granted

2011-11-22

Filed 2009

Owner

AT&T CORP.

Lab

AI components

2

ml · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12647533

A Path Generator connects to a communication network and uses genetic algorithms to assign flows to paths. Genotypes encode flow to path assignments for working and protection paths. Genotype fitness functions are computed as a weighted sum of constraint fitness functions. Each constraint fitness function evaluates the degrees to which the genotype is a satisfactory solution. The system can be used for network modeling. It can also receive requests for on-demand assignment of flows and on-demand rerouting of flows.

Machine learningPlanningG06N 3/126H04L 45/08H04L 45/50

AI classification

Machine learning0.99
Planning0.98
Knowledge representation0.29
AI hardware0.07
Evolutionary computation0.02
Natural language0.00
Vision0.00
Speech0.00

Ownership

AT&T CORP.

assignment · 259190089

Assignors

O'NEIL, JOSEPH THOMAS

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

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