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SUMMARY:Jade Master (University of California Riverside)
DTSTART:20210825T170000Z
DTEND:20210825T180000Z
DTSTAMP:20260423T053138Z
UID:EmCats/1
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/EmCats/1/">T
 he Universal Property of the Algebraic Path Problem</a>\nby Jade Master (U
 niversity of California Riverside) as part of Em-Cats\n\n\nAbstract\nThe a
 lgebraic path problem generalizes the shortest path problem\, which studie
 s graphs weighted in the positive real numbers\, and asks for the path bet
 ween a given pair of vertices with the minimum total weight. This path may
  be computed using an expression built up from the "min" and "+" of positi
 ve real numbers. The algebraic path problem generalizes this from graphs w
 eighted in the positive reals to graphs weighted in an arbitrary commutati
 ve semiring $R$. With appropriate choices of $R$\, many well known problem
 s in optimization\, computer science\, probability\, and computing become 
 instances of the algebraic path problem.\n\nIn this talk we will show how 
 solutions to the algebraic path problem are computed with a left adjoint\,
  and this opens the door to reasoning about the algebraic path problem usi
 ng the techniques of modern category theory. When $R$ is "nice"\, a graph 
 weighted in $R$ may be regarded as an $R$-enriched graph\, and the solutio
 n to its algebraic path problem is then given by the free $R$-enriched cat
 egory on it. The algebraic path problem suffers from combinatorial explosi
 on so that solutions can take a very long time to compute when the size of
  the graph is large. Therefore\, to compute the algebraic path problem eff
 iciently on large graphs\, it helps to break it down into smaller sub-prob
 lems. The universal property of the algebraic path problem gives insight i
 nto the way that solutions to these sub-problems may be glued together to 
 form a solution to the whole\, which may be regarded as a "practical" appl
 ication of abstract category theory.\n
LOCATION:https://researchseminars.org/talk/EmCats/1/
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