PLANNING METHOD AND SYSTEM

Patent №

US 5,651,098

Granted

1997-07-22

Filed 1994

Owner

HITACHI ENGINEERING CO., LTD.

Lab

AI components

4

ml · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

08319789

A system for making an optimum plan for a given problem at high speed. The system sets a planning problem, etc., prepares an objective function and finalizes a plan for minimizing or maximizing the objective function value, and then stores necessary variables. The system prepares as many parent plans of a first generation as a given number (population), calculates objective function values, sorts plans in descending or ascending order of the objective function values of the plans, when selection numbers are assigned to plans in order of a ratio of the objective function value of each plan to the total of the objective function values of the plans, selects parent plans by using numbers indicated by as many constants as the population determined for each generation as the selection numbers, and replaces two elements, arranged at order positions specified by random numbers, with each other for each of the selected parent plans, to prepare child plans.

AI classification

Evolutionary computation1.00
Planning1.00
Machine learning1.00
AI hardware0.96
Knowledge representation0.24
Vision0.19
Natural language0.00
Speech0.00

Ownership

HITACHI ENGINEERING CO., LTD.

assignment · 72620397

Assignors

INOUE, HARUKI, MIZUTANI, MAYUMI, YOSHIDA, HIDEO, ONIZAWA, HITOSHI, NAKAMURA, KENICHI, HAMAGUCHI, YUKIO, SHIOZAWA, MASAMI

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

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