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  6. Successful development of the black box optimization method (FMQA).

Successful development of the black box optimization method (FMQA).

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last updated:Dec 27, 2024

Fixstars Amplify
Fixstars Amplify
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Enabling efficient solution search! Significantly reducing the number of experiments and simulations.

In the laboratory of the Graduate School of New Frontier Sciences at the University of Tokyo, research is being conducted on theories and applications related to Materials Informatics (MI). In 2020, a black-box optimization method called FMQA, which combines machine learning and quantum annealing, was proposed. FMQA is a method that can be applied not only in the field of materials development that the faculty members are working on but also in a wide range of areas such as substance exploration in chemistry and drug discovery, as well as optimal design in manufacturing (such as wing shapes), attracting significant attention from various fields. We spoke with the members of the laboratory about the story behind the birth of FMQA. *For more detailed information, please refer to the related links. For more details, you can download the PDF or feel free to contact us.*

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ブラックボックス最適化手法(FMQA)の開発に成功1.png

Successful development of the black box optimization method (FMQA).

ブラックボックス最適化手法(FMQA)の開発に成功1.png
ブラックボックス最適化手法(FMQA)の開発に成功1.png
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Case studies of optimization technology utilization (production planning, shift planning, digital twin, dispatch planning, design optimization, materials informatics, etc.)

Case studies of optimization technology utilization (production planning, shift planning, digital twin, dispatch planning, design optimization, materials informatics, etc.)

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Fixstars

Fixstars Amplify

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With over 700 companies and organizations utilizing it, and more than 50 million cumulative executions, our optimization computing cloud service powered by cutting-edge quantum technology and other advanced computing methods supports the optimization and automation of our customers' operations. The optimization computing cloud service "Fixstars Amplify" is used in on-site management planning tasks such as production planning, shift scheduling, vehicle dispatch planning, and delivery planning. It can also be utilized for optimizing shelf layouts in automated warehouses and for automatic control of AGVs as a digital twin. In research and development, its use is expanding in areas such as materials informatics and optimization of design parameters. With the world's best service for solving social issues, the highest precision and efficiency, and the most user-friendly optimization computing cloud service, along with comprehensive support from excellent optimization consultants, we provide total support for the optimization of various operations in the manufacturing industry. 【Usage Applications】 Production planning, shift planning, equipment investment optimization, optimal routing for AGVs, shelf layout optimization in automated warehouses, vehicle dispatch planning, delivery planning, design parameter optimization, materials informatics, etc.

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