INFORMATION PROCESSING APPARATUS AND INFORMATION PROCESSING METHOD

Patent №

US 10,089,421

Granted

2018-10-02

Filed 2015

Owner

HITACHI, LTD.

+1 more

Lab

AI components

5

ml · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14645815

An information processing unit and information processing method capable of performing a ground-state search of an Ising model having coefficients of arbitrary values regardless of restrictions on hardware or software is suggested.When a ground state of an original problem, which is an Ising model, or an approximate solution of that ground state is calculated as a solution of the original problem, one or more sub-problems which are Ising models are generated from the original problem and the information processing unit searches the ground state of each generated sub-problem and generates a solution of the original problem based on a solution of each sub-problem obtained from the search; and when types of coefficient values of an Ising model whose ground state can be searched are limited, sub-problems which are Ising models composed of the types of limited values of coefficients are generated.

AI classification

Machine learning1.00
Knowledge representation0.98
AI hardware0.92
Evolutionary computation0.86
Planning0.75
Vision0.01
Natural language0.01
Speech0.00

Ownership

HITACHI, LTD.

assignment · 357620182

INTER-UNIVERSITY RESEARCH INSTITUTE CORPORATION, RESEARCH ORGANIZATION OF INFORMATION AND SYSTEMS

assignment · 357620182

Assignors

YOSHIMURA, CHIHIRO, YAMAOKA, MASANAO, KAWARABAYASHI, KEN-ICHI, FUKUNAGA, TAKURO, TAKAGUCHI, TARO, MAEHARA, TAKANORI, OHWA, TAKUYA

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

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