SYSTEM AND METHOD FOR INCORPORATING ORIGINATION AND DESTINATION EFFECTS INTO A VEHICLE ASSIGNMENT PROCESS

Patent №

US 6,076,067

Granted

2000-06-13

Filed 1997

Owner

SABRE GROUP, INC.

Lab

AI components

3

ml · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

08964875

A comprehensive system and methodology for incorporating origination and destination network effects into a transportation industry's vehicle assignment process. The invention utilizes a decomposition strategy to combine a simplified version of network segment-FAM with the network flow aspects of origination and destination yield management. The invention's decomposition of the problem allows for the nonlinear aspects of the targeted origination and destination market effects to be isolated in origination and destination yield management, and subsequently incorporated in the vehicle assignment model using linear approximations to the total revenue function. The system operates either in "standalone" mode, or communicably attached to remote and local databases attendant to equipment and scheduling.

Machine learningPlanningAI hardwareG06Q 10/06G06Q 10/06312G06Q 10/06316G06Q 10/06375G06Q 40/00

AI classification

Planning1.00
AI hardware0.84
Machine learning0.52
Evolutionary computation0.38
Knowledge representation0.01
Vision0.00
Natural language0.00
Speech0.00

Ownership

SABRE GROUP, INC.

assignment · 88160525

Assignors

JACOBS, TIMOTHY L., SMITH, BARRY C., JOHNSON, ELLIS

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

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