Methods of Proving Undecidability
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There are undecidability proofs that do not rely
directly on the reducibility of the Halting Problem. These proofs often
demonstrate the undecidability of a problem through other means, such as
diagonalization, which was famously used by Cantor to prove that the set of
real numbers is uncountable, and later adapted by Turing for his original
undecidability proof of the Halting Problem itself. Here are a few notable
examples and approaches:
1. **Diagonalization**: This method, used by Alan Turing in
his original paper proving the undecidability of the Halting Problem, can also
be applied directly to prove the undecidability of other problems. The essence
of diagonalization is to assume that a complete list (or enumeration) of all
possible instances of something (e.g., programs, functions) exists, and then
construct a new instance that contradicts the completeness of that list. This
technique can be adapted to show that certain problems cannot be decided by any
algorithm.
2. **Rice's Theorem**: While Rice's Theorem itself is a
generalization that shows the undecidability of a wide class of problems about
the behavior of Turing machines (essentially, any non-trivial property of the
language recognized by a Turing machine is undecidable), it doesn't explicitly
rely on a reduction from the Halting Problem. Instead, it uses properties of
computable functions and the concept of reducibility in a more general sense.
The proof of Rice's Theorem can be seen as relying on the principles underlying
the Halting Problem but doesn't directly reduce from it.
3. **Undecidability of the Entscheidungsproblem**: Alan
Turing's original proof of the undecidability of the Entscheidungsproblem
(decision problem) didn't rely on reducing from the Halting Problem but rather
was constructed in parallel to show that there is no general algorithm to
decide the truth of statements in first-order logic. This was achieved by
showing that any such algorithm could be used to construct a machine that would
contradict the Halting Problem's undecidability, which Turing proved simultaneously.
4. **Tiling Problems**: Some tiling problems, such as the
Wang tiles problem, are proven undecidable without direct reduction from the
Halting Problem. These proofs often involve constructing a set of tiles that
can only tile the plane in a way that simulates the computation of a Turing
machine, thereby showing that if we could decide the tiling problem, we could
decide arbitrary Turing machine computations.
5. **Undecidability in Group Theory**: Certain problems in
group theory, such as the word problem for groups, have been shown to be
undecidable through constructions that do not directly involve reductions from
the Halting Problem. These proofs typically involve constructing a group in
which solving the word problem would allow for solving an undecidable problem
related to Turing machine computations.
These examples illustrate that while many undecidability
proofs leverage the Halting Problem due to its fundamental nature and broad
applicability, the concept of undecidability is not limited to problems
reducible to it. Various mathematical and logical tools and techniques can be
used to demonstrate the undecidability of problems across different domains.
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