Coq

Coq

Coq is an open-source proof assistant and functional programming language used to formally specify, develop, and prove properties about computer systems and mathematics. It facilitates writing mathematical definitions, executable algorithms, and proofs of theorems in a formal lan
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Coq: Open-Source Proof Assistant & Functional Programming Language

Formal specification, development, and proof of properties for computer systems and mathematics, with features like mathematical definitions, executable algorithms, and theorems

What is Coq?

Coq is an interactive theorem prover and functional programming language used to formally specify, develop, and prove properties about computer systems and mathematics. It facilitates writing mathematical definitions, executable algorithms, and proofs of theorems in a formal language called the Calculus of Inductive Constructions.

As an interactive theorem prover, Coq allows users to state mathematical assertions, definitions, algorithms, and properties, which can then be mechanically checked for logical correctness. Users build formal proofs by applying inference rules and previously proven theorems and lemmas. This provides a high degree of certainty that the end result is correct.

Coq also doubles as a functional programming language with a rich set of data types and functions. Users can write executable algorithms and test them on concrete inputs. The same semantics carry over to proofs about those algorithms, enabling realistic application to real-world problems.

Some key features and capabilities of Coq include:

  • Formal specification and verification of properties about computer systems and languages
  • Construction of mathematically certified algorithms and data structures
  • Encoding of mathematical theories and proofs, including group theory, set theory, real analysis, etc.
  • Extraction of executable code in languages like OCaml and Haskell from constructive proofs
  • High confidence that critical software meets stringent reliability and security standards

Coq is used in major industrial and research projects to ensure correctness of mission-critical code and mathematical models. Its wide adoption stems from the expressiveness and power stemming from its theoretical foundations in the Calculus of Inductive Constructions.

Coq Features

Features

  1. Formal verification of mathematical proofs
  2. Functional programming language
  3. Tactics for guiding proofs
  4. Extraction of executable code from proofs
  5. Large standard library

Pricing

  • Open Source

Pros

High confidence in correctness of proofs

Ability to extract verified algorithms

Very expressive logic for modeling systems

Active open source community

Cons

Significant learning curve

Proofs can be very tedious to construct

Limited adoption outside of research

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