Math 2.0

Associative rings and algebras Example

Tropical semiring

Builds on Idempotent semiringMax-plus algebraSemifield

Example

Let T=ℝ∪{+∞}T = \R \cup \set{+\infty}. For a,b∈Ta, b \in T, define a⊕b=min⁡(a,b),a⊗b=a+b,a \oplus b = \min(a, b), \qquad a \otimes b = a + b, with the conventions min⁡(a,+∞)=a\min(a, +\infty) = a and a+(+∞)=+∞a + (+\infty) = +\infty. Then (T,⊕,⊗)(T, \oplus, \otimes) is a commutative semiring, the tropical semiring in its min-plus form.

The check of the semiring axioms:

  1. ⊕\oplus is associative and commutative, and +∞+\infty is its neutral element, since min⁡(a,+∞)=a\min(a, +\infty) = a.
  2. ⊗\otimes is associative and commutative, and 00 is its neutral element, since a+0=aa + 0 = a.
  3. ⊗\otimes distributes over ⊕\oplus: a+min⁡(b,c)=min⁡(a+b,a+c)a + \min(b, c) = \min(a + b, a + c), because adding aa preserves the order.
  4. +∞+\infty is absorbing for ⊗\otimes: a+(+∞)=+∞a + (+\infty) = +\infty.

For instance, 3⊕5=33 \oplus 5 = 3 and 3⊗5=83 \otimes 5 = 8, and 2⊗(3⊕7)=5=(2⊗3)⊕(2⊗7)2 \otimes (3 \oplus 7) = 5 = (2 \otimes 3) \oplus (2 \otimes 7).

Remarks

The semiring is idempotent: a⊕a=min⁡(a,a)=aa \oplus a = \min(a, a) = a. It is not a ring, since 33 has no additive inverse: min⁡(3,b)=+∞\min(3, b) = +\infty has no solution bb in TT. Every element a≠+∞a \ne +\infty has the inverse −a-a for ⊗\otimes, so the tropical semiring is a semifield. The map x↦−xx \mapsto -x is an isomorphism onto the max-plus semiring (ℝ∪{−∞},max⁡,+)(\R \cup \set{-\infty}, \max, +), the base of max-plus algebra. Some authors call that max-plus form the tropical semiring instead.

Reading path

To understand this page from the ground up, read these 4 pages in order. The foundations come first.

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  1. Idempotent semiring concept
  2. Max-plus algebra concept
  3. Semifield concept
  4. Tropical semiring example

Further reading

  1. Web https://en.wikipedia.org/wiki/Tropical_semiring
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Kindexample
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MSC16Y60, 15A80, 14T10
Instance ofSemiring
UsesIdempotent semiring, Max-plus algebra, Semifield
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