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Optimization Problems

All articles tagged with #optimization problems

technology4 months ago

Microsoft's Analog Optical Computer Achieves Breakthroughs in AI Efficiency

Microsoft Research has developed an analog optical computer (AOC) using commercially available parts that can solve complex optimization problems and run AI workloads more efficiently and faster than traditional digital computers. The AOC has demonstrated success in banking and healthcare applications, such as optimizing financial transactions and reconstructing MRI scans, with potential for future improvements and broader use. The project emphasizes collaboration and open sharing of algorithms and digital models to accelerate development and application of this innovative computing paradigm.

technology2 years ago

"Microsoft's Light-Based Computer: Solving Optimization Problems at Light Speed"

Microsoft has developed the Analog Iterative Machine (AIM), an analog optical computer that uses photons and electrons instead of transistors to process data. AIM can solve complex optimization problems at the speed of light and has shown potential to surpass digital and quantum computers. It is built using low-cost and scalable opto-electronic technologies and is designed for math-intensive industries such as finance, logistics, transportation, energy, healthcare, and manufacturing. AIM provides a 100x increase in performance compared to digital approaches and is currently being tested by Barclays. Microsoft is releasing the AIM simulator as a service for selected users, including collaborators at Princeton and Cambridge University.