SCHEDULING

Patent №

US 5,319,781

Granted

1994-06-07

Filed 1991

Owner

BOLT BERANEK AND NEWMAN INC. A CORPORATION OF MA

Lab

AI components

5

ml · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

07695311

In the scheduling method disclosed herein, a genetic algorithm is employed to improve a population of possible schedules represented by respective chromosomes, where the chromosomes upon which the genetic algorithm operates are not a direct encoding of a possible schedules. Rather, the details of the scheduling problem and the real life constraints typically associated with such problems are hidden from the genetic algorithm by the use of a deterministic schedule builder which operates on lists of the desired tasks and which generates legal schedules, i.e. schedules which do not violate hard constraints. The legal schedules so generated are evaluated or scored and the scores are provided to the genetic algorithm as feedback for influencing subsequent operation of the genetic algorithm.

AI classification

Planning1.00
Machine learning1.00
AI hardware1.00
Evolutionary computation0.99
Knowledge representation0.84
Natural language0.00
Speech0.00
Vision0.00

Ownership

BOLT BERANEK AND NEWMAN INC. A CORPORATION OF MA

assignment · 57140238

Assignors

SYSWERDA, GILBERT P.

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

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