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I'm reading about an algorithm (it's a path-finding algorithm based on A*), and it contains a mathematical symbol I'm unfamiliar with: ∀

Here is the context:

v(s) ≥ g(s) = mins'∈pred(s)(v(s') + c(s', s)) ∀s ≠ sstart

Can someone explain the meaning of ∀?

MC Emperor
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devuxer
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    More comments are getting flagged, and if they're not pertinent to the question, they are deleted. –  May 21 '18 at 00:02

5 Answers5

139

That's the "forall" (for all) symbol, as seen in Wikipedia's table of mathematical symbols or the Unicode forall character (\u2200, ∀).

Mark Rushakoff
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The upside-down A symbol is the universal quantifier from predicate logic. (Also see the more complete discussion of the first-order predicate calculus.) As others noted, it means that the stated assertions holds "for all instances" of the given variable (here, s). You'll soon run into its sibling, the backwards capital E, which is the existential quantifier, meaning "there exists at least one" of the given variable conforming to the related assertion.

If you're interested in logic, you might enjoy the book Logic and Databases: The Roots of Relational Theory by C.J. Date. There are several chapters covering these quantifiers and their logical implications. You don't have to be working with databases to benefit from this book's coverage of logic.

seh
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    +1 for mentioning ∃ (U+2203 THERE EXISTS). Actually ∀ and ∃ are used in predicate calculus in general, be it first-order or higher-order. For a second-order example, in the induction axiom of Peano arithmetic you quantify over predicates and write ∀P. – starblue Dec 19 '09 at 16:03
  • Thanks for pointing that out. I revised the reference per your suggestion. – seh Dec 19 '09 at 20:10
16

In math, ∀ means FOR ALL.

Unicode character (\u2200, ∀).

Yada
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9

Can be read, "For all s such that s does not equal s[start]"

ty.
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2

yes, these are the well-known quantifiers used in math. Another example is ∃ which reads as "exists".

http://en.wikipedia.org/wiki/Quantification

D_K
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