TRAINING METHOD FOR LEARNING DEVICE, METHOD FOR DESIGNING DESIGN PATTERN, METHOD FOR MANUFACTURING LAMINATE, AND DESIGN DEVICE FOR DESIGN PATTERN

A training method is executed by a learning device to train a search model for searching a lay-up pattern of a laminate formed by laminating fiber sheets that are unidirectional materials in which alignment directions of fibers are one direction. The search model is a learning model that includes a...

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Bibliographic Details
Main Author FUKUDA, Akio
Format Patent
LanguageEnglish
Published 14.03.2024
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
LAYERED PRODUCTS
LAYERED PRODUCTS, i.e. PRODUCTS BUILT-UP OF STRATA OF FLAT ORNON-FLAT, e.g. CELLULAR OR HONEYCOMB, FORM
PERFORMING OPERATIONS
PHYSICS
TRANSPORTING
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Summary:A training method is executed by a learning device to train a search model for searching a lay-up pattern of a laminate formed by laminating fiber sheets that are unidirectional materials in which alignment directions of fibers are one direction. The search model is a learning model that includes a constraint condition related to lay-ups of the fiber sheets and in which a policy function and a value function are used. The method includes: acquiring an initial lay-up pattern that is the lay-up pattern in an initial state; and training the search model such that the lay-up pattern satisfies the constraint condition, using the initial lay-up pattern as an input.
Bibliography:Application Number: US202218272937