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Octeract UK
@Octeract_UK
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Data-driven industrial decision making using Numerical AI.
London, United Kingdom
Joined October 2017
RT @NeosOpt: Octeract Engine is available on the NEOS server. Try it out now. Thanks @Octeract_UK!
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We're excited to announce that Octeract Engine has just been added to the @NeosOpt server! Submit your jobs there and let us know what you think ๐
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We have a new and improved guide on how to use Pyomo with Octeract Engine ๐ค If #Pyomo is your modeling language of choice, this #tutorial is for you. Check it out!๐ #optimizeeverything #optimization
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๐๐ข๐ ๐ฒ๐จ๐ฎ ๐ค๐ง๐จ๐ฐ ๐ญ๐ก๐๐ญ ๐๐๐ญ๐๐ซ๐๐๐ญ ๐๐ง๐ ๐ข๐ง๐ ๐๐จ๐๐ฌ ๐ฆ๐๐ญ๐ก ๐ฌ๐จ ๐ญ๐ก๐๐ญ ๐ฒ๐จ๐ฎ ๐๐จ๐ง'๐ญ ๐ก๐๐ฏ๐ ๐ญ๐จ? Have a look at the expression below. The Engine solves this complex mathematical expression without a second thought ๐
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๐๐ข๐ ๐ฒ๐จ๐ฎ ๐ค๐ง๐จ๐ฐ ๐ญ๐ก๐๐ญ ๐ฒ๐จ๐ฎ ๐๐๐ง ๐ข๐ฆ๐ฉ๐ซ๐จ๐ฏ๐ ๐ฒ๐จ๐ฎ๐ซ ๐ฆ๐จ๐๐๐ฅ'๐ฌ ๐๐จ๐ฎ๐ง๐๐ฌ ๐๐ง๐ ๐๐๐ญ๐๐๐ญ ๐ข๐ง๐๐๐๐ฌ๐ข๐๐ข๐ฅ๐ข๐ญ๐ฒ ๐ฐ๐ข๐ญ๐ก ๐ ๐ฌ๐ข๐ง๐ ๐ฅ๐ ๐๐จ๐ฆ๐ฆ๐๐ง๐? Simply add the command: m.detect_bounds() ๐
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Octeract Engine has an interface for @IBM_CPLEX! Take a look at how to make use of this with our step-by-step guide ๐ #optimizeeverything #FridayThoughts #tutorial
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๐๐๐ง ๐ญ๐ก๐ ๐๐๐๐จ๐ซ๐ฆ๐ฎ๐ฅ๐๐ญ๐จ๐ซ ๐๐ฎ๐ญ๐จ๐ฆ๐๐ญ๐ข๐๐๐ฅ๐ฅ๐ฒ ๐ญ๐๐ค๐ ๐๐๐ซ๐ ๐จ๐ ๐๐๐ฌ๐จ๐ฅ๐ฎ๐ญ๐ ๐ฏ๐๐ฅ๐ฎ๐๐ฌ ๐ข๐ง ๐ฆ๐ฒ ๐ฉ๐ซ๐จ๐๐ฅ๐๐ฆ? Absolutely! A reformulation is applied only when the conditions are met. In this case, if sin(x)>=0 then, |sin(x)| = sin(x) ๐
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๐๐ข๐ ๐ฒ๐จ๐ฎ ๐ค๐ง๐จ๐ฐ ๐ญ๐ก๐๐ญ ๐ฆ๐๐ญ๐ก๐๐ฆ๐๐ญ๐ข๐๐๐ฅ ๐ฆ๐ข๐ฌ๐ญ๐๐ค๐๐ฌ ๐๐ซ๐ ๐ก๐ข๐ ๐ก๐ฅ๐ฒ ๐ฅ๐ข๐ค๐๐ฅ๐ฒ ๐ฐ๐ก๐๐ง ๐ญ๐ซ๐ฒ๐ข๐ง๐ ๐ญ๐จ ๐ฆ๐๐ค๐ ๐ ๐ฉ๐ซ๐จ๐๐ฅ๐๐ฆ ๐๐๐ฌ๐ข๐๐ซ ๐ญ๐จ ๐ฌ๐จ๐ฅ๐ฏ๐?๐ The Reformulator just knows when a reformulation can and can't be applied ๐
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๐๐ข๐ ๐ฒ๐จ๐ฎ ๐ค๐ง๐จ๐ฐ ๐ญ๐ก๐๐ญ ๐ฆ๐จ๐ฌ๐ญ ๐๐ญ๐ญ๐๐ฆ๐ฉ๐ญ๐ฌ ๐ญ๐จ ๐ฆ๐๐ค๐ ๐ ๐ฉ๐ซ๐จ๐๐ฅ๐๐ฆ ๐๐๐ฌ๐ข๐๐ซ ๐ญ๐จ ๐ฌ๐จ๐ฅ๐ฏ๐ ๐๐๐ญ๐ฎ๐๐ฅ๐ฅ๐ฒ ๐ฆ๐๐ค๐ ๐ข๐ญ ๐ฐ๐ซ๐จ๐ง๐ ? The Reformulator prevents mathematical mistakes๐
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๐๐ข๐ ๐ฒ๐จ๐ฎ ๐ค๐ง๐จ๐ฐ ๐ฒ๐จ๐ฎ ๐๐๐ง ๐ฆ๐ข๐ฑ ๐๐ง๐ ๐ฆ๐๐ญ๐๐ก ๐ซ๐๐๐จ๐ซ๐ฆ๐ฎ๐ฅ๐๐ญ๐ข๐จ๐ง๐ฌ ๐ญ๐จ ๐ก๐๐ง๐๐ฅ๐ ๐๐จ๐ฆ๐ฉ๐ฅ๐๐ฑ ๐ฆ๐๐ญ๐ก๐๐ฆ๐๐ญ๐ข๐๐๐ฅ ๐ฌ๐ญ๐ซ๐ฎ๐๐ญ๐ฎ๐ซ๐๐ฌ?๐ Try it out yourself:
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๐๐ข๐ ๐ฒ๐จ๐ฎ ๐ค๐ง๐จ๐ฐ ๐ญ๐ก๐๐ญ ๐ฒ๐จ๐ฎ ๐๐๐ง ๐ฎ๐ฌ๐ ๐ญ๐ก๐ ๐๐๐๐จ๐ซ๐ฆ๐ฎ๐ฅ๐๐ญ๐จ๐ซ ๐ญ๐จ ๐๐ฎ๐ญ๐จ๐ฆ๐๐ญ๐ข๐๐๐ฅ๐ฅ๐ฒ ๐ซ๐๐ฆ๐จ๐ฏ๐ ๐ฌ๐ข๐ง๐ ๐ฎ๐ฅ๐๐ซ๐ข๐ญ๐ข๐๐ฌ ๐๐ซ๐จ๐ฆ ๐๐ซ๐๐๐ญ๐ข๐จ๐ง๐ฌ ๐จ๐ ๐๐ฎ๐ง๐๐ญ๐ข๐จ๐ง๐ฌ ๐ข๐ง ๐ฒ๐จ๐ฎ๐ซ ๐ฉ๐ซ๐จ๐๐ฅ๐๐ฆ? ๐
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Do you need to convert from one file format to another? Sometimes it's necessary to take advantage of what a different #modelling language offers. We get it. Octeract Engine makes for a great file conversion tool. Try it out ๐ #optimizeeverything
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๐๐ข๐ ๐ฒ๐จ๐ฎ ๐ค๐ง๐จ๐ฐ ๐ญ๐ก๐๐ญ ๐๐๐ญ๐๐ซ๐๐๐ญ ๐๐ง๐ ๐ข๐ง๐ ๐๐ฎ๐ญ๐จ๐ฆ๐๐ญ๐ข๐๐๐ฅ๐ฅ๐ฒ ๐๐ฅ๐๐ฌ๐ฌ๐ข๐๐ข๐๐ฌ ๐ญ๐ก๐ ๐ฌ๐ฉ๐๐๐ข๐๐ฅ ๐ฌ๐ญ๐ซ๐ฎ๐๐ญ๐ฎ๐ซ๐ ๐๐ง๐ ๐๐จ๐ง๐ฏ๐๐ฑ๐ข๐ญ๐ฒ ๐จ๐ ๐ฒ๐จ๐ฎ๐ซ ๐ฉ๐ซ๐จ๐๐ฅ๐๐ฆ? Problem classification is updated each time you use the print command๐
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