smtlib 是否支持一流的功能？

Question

Say for modeling the haskell map function, which takes in a "mapper" function that is applied to all elements of a list. How can I declare map in smtlib?

Answer 1

No; SMTLib is essentially a first-order theory; higher order functions are simply not supported.

Z3, however, allows mapping functions over arrays, with the (_ map f) extension. See https://rise4fun.com/Z3/tutorial/guide , search for "Mapping Functions on Arrays." This doesn't give you arbitrary higher-order functions, but can be used to simulate those that operate on SMTLib arrays.

If you do intend to reason about higher-order functions, then SMTLib is arguably the wrong logic for you. Use of a more traditional theorem prover like HOL/Isabelle, or modern incarnations in Agda/Coq would be more suitable. You can also take a look at Lean, which has a good compromise of features and automation.