Specification transformation method for functional program generation based on partition-recursion refinement rule

Zhengkang Zuo,Zhicheng Zeng,Wei Su,Qing Huang,Yuhan Ke,Zengxin Liu,Changjing Wang,Wei Liang

doi:10.1016/j.ins.2023.03.055

Zhengkang Zuo, Zhicheng Zeng + Show 6 more

https://doi.org/10.1016/j.ins.2023.03.055

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Implementations that follow the functional programming paradigm are being used in more and more domains. As functional programming paradigm has mathematical reference transparency, refinement to functional programs contributes to improving the reliability of the transformation process and simplifying the refinement steps. However, it is a challenge to generate functional programs from specifications. Most existing transformation methods refine specifications into abstract algorithm-level programs based on loop invariants rather than functional programs. This paper proposes a novel functional program generation method based on the partition-recursion refinement rule. It establishes a novel program refinement framework based on functional theory for the first time. This is the first study to regard the whole program refinement process as a composition of abstract functions. This paper designs a recurrence-based algorithm design language (Radl+) and implements a software prototype to map Radl+ algorithms into executable Haskell programs. To prove the feasibility and efficiency of this method, this paper transforms the polynomial multiplication problem from a specification into an executable Haskell program. This case shows that compared with existing approaches, the proposed method can simplify the transformation steps and reduce the number of lines of generated code from 38 to 10.

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