TY - JOUR
T1 - Middle-out reasoning for synthesis and induction
AU - Kraan, Ina
AU - Basin, David
AU - Bundy, Alan
PY - 1996
Y1 - 1996
N2 - We develop two applications of middle-out reasoning in inductive proofs: logic program synthesis and the selection of induction schemes. Middle-out reasoning as part of proof planning was first suggested by Bundy et al. Middle-out reasoning uses variables to represent unknown terms and formulae. Unification instantiates the variables in the subsequent planning, while proof planning provides the necessary search control.
Middle-out reasoning is used for synthesis by planning the verification of an unknown logic program: The program body is represented with a meta-variable. The planning results both in an instantiation of the program body and a plan for the verification of that program. If the plan executes successfully, the synthesized program is partially correct and complete.
Middle-out reasoning is also used to select induction schemes. Finding an appropriate induction scheme during synthesis is difficult because the recursion of the program, which is unknown at the outset, determines the induction in the proof. In middle-out induction, we set up a schematic step case by representing the constructors that are applied to induction variables with meta-variables. Once the step case is complete, the instantiated variables correspond to an induction appropriate to the recursion of the program.
We have implemented these techniques as an extension of the proof planning system CLAM, called Periwinkle, and synthesized a variety of programs fully automatically.
AB - We develop two applications of middle-out reasoning in inductive proofs: logic program synthesis and the selection of induction schemes. Middle-out reasoning as part of proof planning was first suggested by Bundy et al. Middle-out reasoning uses variables to represent unknown terms and formulae. Unification instantiates the variables in the subsequent planning, while proof planning provides the necessary search control.
Middle-out reasoning is used for synthesis by planning the verification of an unknown logic program: The program body is represented with a meta-variable. The planning results both in an instantiation of the program body and a plan for the verification of that program. If the plan executes successfully, the synthesized program is partially correct and complete.
Middle-out reasoning is also used to select induction schemes. Finding an appropriate induction scheme during synthesis is difficult because the recursion of the program, which is unknown at the outset, determines the induction in the proof. In middle-out induction, we set up a schematic step case by representing the constructors that are applied to induction variables with meta-variables. Once the step case is complete, the instantiated variables correspond to an induction appropriate to the recursion of the program.
We have implemented these techniques as an extension of the proof planning system CLAM, called Periwinkle, and synthesized a variety of programs fully automatically.
KW - logic program synthesis
KW - metavariables
KW - induction
KW - proof planning
KW - Automated theorem proving
KW - higher-order unification
U2 - 10.1007/BF00244461
DO - 10.1007/BF00244461
M3 - Article
VL - 16
SP - 113
EP - 145
JO - Journal of Automated Reasoning
JF - Journal of Automated Reasoning
SN - 0168-7433
IS - 1-2
ER -