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It turns out that the tropical numbers are multiplicatively closed, once we've properly defined multiplicity, and accounted for the fact that roots may end up at minus infinity! Can you prove it? 16/n, n=16.
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Here's an example of the graph of tropical x^2 +x, which doesn't have a constant term. One of its roots has gone off to minus infinity! Thankfully, this point is included in the tropical numbers, so we still have 2 roots. 15/npic.twitter.com/4XFNe4WjEV
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Notice that the multiplicity of a root depends on the amount by which the slope of the graph changes! Notice also that a quadratic polynomial always has exactly 2 roots, counted with multiplicity. That is, as long as we have a constant term! 14/n
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And once we've made this definition, we can see that the tropical world behaves much more nicely than the real one! For example, the quadratic equation takes a very simple form! 13/npic.twitter.com/j6jqmJtcjy
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The roots of a tropical polynomial are defined to be the points where it's graph is discontinuous, or equivalently, where the maximum of it's linear terms is achieved more than once. This may seem like a weird definition, but the story I told gives the motivation. 12/n
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And below is it's graph. The discontinuities occur at -3 and 3, where the maximum of the linear terms is achieved twice. 11/npic.twitter.com/ZghV7EbytB
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The tropical version of our polynomial is given by the following. 10/npic.twitter.com/RkwuN0neCy
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The polynomial can only vanish when the two dominant terms are comparable. If we take x to be approximately +/- 10^y, then this occurs precisely when y=-3 and y=3. Below we see that this indeed gives a good approximation to the roots. 9/npic.twitter.com/P5czrUJL6w
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Tropical numbers are useful when we care about solving problems approximately. For example, suppose we want to solve the following polynomial, but we only care about the order of magnitude of the solutions. 8/npic.twitter.com/56xRsKMmmX
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By the way, some mathematicians let t = exp(1/T), and call T the temperature. Then the tropical addition occurs in the limit of zero temperature. There's also an interpretation of this limit as a dequantization. I might get to this later. 7/n https://arxiv.org/pdf/1108.3111.pdf …
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However, this map does not preserve the addition. Instead we get an entire family of t-dependent additions on the set of tropical numbers. And if we let t go to positive infinity, we recover the tropical addition! 6/npic.twitter.com/j9ZjcQ3i9y
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Using the logarithm base t, for a positive number t, we can identify the semi-field of non-negative reals with the tropical numbers. 5/npic.twitter.com/CnyFQlTiO2
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Where do they come from? The non-negative real numbers, with the normal operations, also give a semi-field. It's clear why there are no additive inverses in this case: we've thrown away all the negative numbers! 4/n
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Tropical addition is also idempotent, meaning that a + a = a, for each tropical number a. 3/n
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The tropical numbers give an example of a semi-field. This means that they satisfy all the field axioms except for existence of additive inverses. The tropical 0 is minus infinity. Can you see why there are no inverses? 2/n
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The tropical numbers are defined as the real numbers with minus infinity added in, along with the operations of tropical addition and multiplication. 1/npic.twitter.com/GroYHTmdYp
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Francis proslijedio/la je Tweet
It's so funny, I have this weird like self-deprecation/hyper-integrity thing where I feel the need to say "So this next part is really cool, but it was actually ________'s idea."
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Francis proslijedio/la je Tweet
We Need an International Center for Climate Modeling The science community must join forces to provide the most accurate long-term predictions and make their results publicly accessiblehttps://blogs.scientificamerican.com/observations/we-need-an-international-center-for-climate-modeling/# …
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