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

Provided is a training method for a learning device, in which the learning device is trained on a search model for searching for a lamination pattern of a laminate formed by using fiber sheets as unidirectional materials in which the alignment direction of fibers is one direction and by laminating t...

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Bibliographic Details
Main Author FUKUDA, Akio
Format Patent
LanguageEnglish
French
German
Published 03.07.2024
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:Provided is a training method for a learning device, in which the learning device is trained on a search model for searching for a lamination pattern of a laminate formed by using fiber sheets as unidirectional materials in which the alignment direction of fibers is one direction and by laminating the fiber sheets, wherein the search model serves as a training model in which a value function and a policy function including constraint conditions pertaining to lamination of the fiber sheets are used, and the learning device executes a step for acquiring an initial lamination pattern, which is the lamination pattern of an initial state, and a step for using the initial lamination pattern as an input and training the search model such that the lamination pattern satisfies the constraint conditions.
Bibliography:Application Number: EP20220742568