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单词 decision problem
释义
decision problem

Mathematics
  • The decision problem, or Entscheidungsproblem, was posed by Hilbert in 1928, asking whether there is an algorithm that can determine whether a given statement is true using given axioms. A negative answer was given independently to the problem by Church and Turing in 1936.


Computer
  • A computational task that for each possible input requires ‘true’ or ‘false’ to be output, depending on whether the input possesses a certain property. An algorithm that produces the correct decision in each case is called a decision procedure for that problem. If a decision procedure exists then the problem is said to be (algorithmically) solvable, while an (algorithmically) unsolvable problem is one for which no decision procedure exists. An example is logical validity, the inputs being logical expressions, with the output ‘true’ for valid expressions and ‘false’ for others. This problem is solvable for propositional logic (the construction of truth tables being a decision procedure) but not for predicate logic (by Church’s theorem of 1936). Solvable problems can be further classified according to the efficiency of decision procedures existing for them (see P=NP question).

    Some unsolvable problems possess a semidecision procedure, i.e. an algorithm that correctly outputs ‘true’ but fails to terminate in cases where ‘false’ should be output. This is the same as saying that the inputs requiring the output ‘true’ form a set that is recursively enumerable (but need not be recursive). Alternatively one can say that the problem corresponds to a predicate that is semidecidable (but need not be decidable).


Philosophy
  • The problem of finding an algorithm or decision procedure for deciding whether an arbitrary well-formed formula of a logical system is a theorem of the system. A positive solution is a proof that such a procedure exists; a negative solution is a proof that there can be no such procedure. Truth tables provide a decision procedure for the propositional calculus, whereas Church’s theorem is a negative solution for the first-order predicate calculus with identity.


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