- Patent Title: Optimization apparatus and optimization apparatus control method
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Application No.: US16521680Application Date: 2019-07-25
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Publication No.: US11645496B2Publication Date: 2023-05-09
- Inventor: Jumpei Koyama , Hirotaka Tamura
- Applicant: FUJITSU LIMITED
- Applicant Address: JP Kawasaki
- Assignee: FUJITSU LIMITED
- Current Assignee: FUJITSU LIMITED
- Current Assignee Address: JP Kawasaki
- Agency: Fujitsu Patent Center
- Priority: JP 2018161212 2018.08.30
- Main IPC: G06N3/04
- IPC: G06N3/04 ; G06N3/063

Abstract:
A calculation circuit calculates, among a plurality of neurons whose states are represented by variables each having m values (m is a positive integer of 3 or greater), two energy changes caused by a state change of a second neuron by 2n (n is an integer of 0 or greater) in positive and negative directions, based on a state change direction of a first neuron whose state has been updated and a weighting coefficient indicating magnitude of an interaction between the first and second neurons. A state transition determination circuit determines, based on magnitude relationships among a thermal excitation energy and the two energy changes, whether to allow updates of the state of the second neuron that cause the two energy change, outputs the determination results, and limits updates by which the state of the second neuron exceeds an upper limit value or falls below a lower limit value.
Public/Granted literature
- US20200074279A1 OPTIMIZATION APPARATUS AND OPTIMIZATION APPARATUS CONTROL METHOD Public/Granted day:2020-03-05
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