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The untyped lambda calculus is Turing-complete, but many typed lambda calculi, including System F, are not. The value of typed systems is based in their ability to represent most typical computer programs while detecting more errors. Turing completeness - Wikipedia Wikipedia wiki Turingcompleteness Wikipedia wiki Turingcompleteness
Lambda calculi with dependent types are the base of intuitionistic type theory, the calculus of constructions and the logical framework (LF), a pure lambda calculus with dependent types. Typed lambda calculus - Wikipedia Wikipedia wiki Typedlambdacalculus Wikipedia wiki Typedlambdacalculus
Unlike the untyped lambda calculus, the simply typed lambda calculus is not Turing complete. All programs in the simply typed lambda calculus halt. For the untyped lambda calculus, there are programs that do not halt, and moreover there is no general decision procedure that can determine whether a program halts. Simply typed lambda calculus - Wikipedia Wikipedia wiki Simplytypedlambda Wikipedia wiki Simplytypedlambda
Untyped lambda calculus, the topic of this article, is a universal model of computation that can be used to simulate any Turing machine (and vice versa). It was introduced by the mathematician Alonzo Church in the 1930s as part of his research into the foundations of mathematics. Lambda calculus - Wikipedia Wikipedia wiki Lambdacalculus Wikipedia wiki Lambdacalculus
The simply typed lambda-calculus (STLC) is a tiny core calculus embodying the key concept of functional abstraction. This concept shows up in pretty much every real-world programming language in some form (functions, procedures, methods, etc.). Stlc: The Simply Typed Lambda-Calculus Software Foundations plf-current Software Foundations plf-current
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One important property is strong normalization (every term halts), whose proof is deferred to Chapter 12 (which you are not expected to read). One consequence of this is that the simply-typed lambda calculus is not Turing complete there are some programs (even programs that always halt) that cant be written in it. Simply-typed lambda calculus - CSE 40431 University of Notre Dame ~dchiang teaching stlc University of Notre Dame ~dchiang teaching stlc

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