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  6. Vehicle design optimization utilizing black box optimization.

Vehicle design optimization utilizing black box optimization.

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last updated:Dec 27, 2024

Fixstars Amplify
Fixstars Amplify
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It is possible to find solutions that are equivalent or better with 1/30 of the trial count of conventional methods!

At Mazda Corporation's System Research Group, efforts are being made to standardize optimal structures that transcend vehicle types and classes based on the strategy of "Integrated Planning (Common Architecture)" introduced by the company in 2006. By utilizing black-box optimization with quantum annealing and Ising machines for the design of optimal structures across different vehicle types, we have successfully found solutions that are equivalent or better with only 1/30 of the number of trials compared to conventional methods. We spoke about the presentation of this initiative at the 2024 Automotive Engineering Society's Autumn Conference, the journey to success, and future developments. *For more detailed information, please refer to the related links. For further 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を活用した車両設計最適化1.jpg

Vehicle design optimization utilizing black box optimization.

ブラックボックス最適化を活用した車両設計最適化1.jpg
ブラックボックス最適化を活用した車両設計最適化1.jpg
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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 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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