AUTOMATIC TIME SERIES PATTERN CREATING METHOD

Patent №

US 5,974,355

Granted

1999-10-26

Filed 1997

Owner

FUJITSU LIMITED

Lab

AI components

4

ml · kr · planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

08829237

The present invention relates to the creating of an aircrew flight scheduling pattern as a time series pattern, and aims at facilitating the effective crew flight scheduling pattern creation by applying a genetic algorithm. A plurality of flight strings are created based on link relations among flights regarded as elements for one day which is defined as a first time span. A genetic algorithm is executed for each flight string, and daily crew flight scheduling patterns are created based on the most suitable evaluation value flight strings. For one month which is defined as a second time span, a monthly crew flight scheduling pattern is created based on the most suitable evaluation value daily pattern strings in the same way by regarding the daily crew flight patterns for 30 days as elements.

AI classification

Planning1.00
Evolutionary computation1.00
Machine learning1.00
Knowledge representation0.76
AI hardware0.50
Vision0.01
Natural language0.00
Speech0.00

Ownership

FUJITSU LIMITED

assignment · 84920180

Assignors

MATSUMOTO, SHUNJI, MIYAHARA, YUTAKA

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

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