FACTOID # 145: Three of the top ten countries for GDP per capita are island nations: Bermuda, Cayman Islands, and Iceland.
 
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Encyclopedia > Complete problem

In mathematics and related technical fields, a mathematical object is complete if nothing needs to be added to it. This is made precise in various ways, several of which have a related notion of completion. It should be noted that "complete" here is just a term that takes on specific meanings in specific situations, and not every situation in which a type of "completion" occurs is called a "completion". See, for example, algebraically closed field or compactification.

  • In statistics, a statistic is called complete if it does not allow an unbiased estimator of zero. See completeness (statistics).
  • In graph theory, a complete graph is an undirected graph in which every pair of vertices has exactly one edge connecting them.
  • In category theory, a category C is complete if every functor from a small category to C has a limit; it is cocomplete if every such functor has a colimit. For more information, see the given article on limits in category theory.
  • In logic, a formal calculus (often just specified by a set of additional axioms used to formalize some theory within the underlying logic) is complete if, for any statement P, a proof exists for P or for not P. A system is consistent if a proof never exists for both P and not P. G del's incompleteness theorem says that no system as powerful as the Peano axioms can be both consistent and complete. See also below for another notion of completeness in logic.
  • In proof theory and related fields of mathematical logic, a formal calculus is complete with respect to a certain logic (i.e. with respect to its semantics), if every statement P that follows semantically from a set of premises G can be derived syntactically from these premisses within the calculus. Formally, implies . Especially, all tautologies of the logic can be proven. Even when working with classical logic, this is not equivalent to the notion of completeness introduced above (both a statement and its negation might not be tautologies with respect to the logic). The reverse implication is called soundness.
  • In computational complexity theory, a problem P is complete for a complexity class C, under a given type of reduction, if P is in C, and every problem in C reduces to P using that reduction. For example, each problem in the class NP-Complete is complete for the class NP, under polynomial-time, many-one reduction.

  Results from FactBites:
 
NP-complete - Wikipedia, the free encyclopedia (1450 words)
One example of an NP-complete problem is the subset sum problem which is: given a finite set of integers, determine whether any non-empty subset of them sums to zero.
An interesting example is the graph isomorphism problem, the graph theory problem of determining whether a graph isomorphism exists between two graphs.
The Graph Isomorphism problem is suspected to be neither in P nor NP-complete, though it is obviously in NP.
  More results at FactBites »


 

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