Dimensions in Program Synthesis
Program Synthesis, which is the task of discovering programs that
realize user intent, can be useful in several scenarios: enabling people with no programming background to develop utility programs, helping regular programmers automatically discover tricky/mundane details, program understanding, discovery of new algorithms, and even teaching.
This paper describes three key dimensions in program
synthesis: expression of user intent, space of programs over which to search, and the search technique. These concepts are illustrated by brief description of various program synthesis projects that target synthesis of a wide variety of programs such as standard undergraduate textbook algorithms (e.g., sorting, dynamic programming), program inverses (e.g., decoders, deserializers), bitvector manipulation routines,
deobfuscated programs, graph algorithms, text-manipulating routines, mutual exclusion algorithms, etc.