Resource-Bounded Type Theory: Compositional Cost Analysis via Graded Modalities
We present a compositional framework for certifying resource bounds in typed programs. Terms are typed with synthesized bounds b drawn from an abstract resource lattice (L, ⪯, ⊕, ⊔, ⊥), enabling uniform treatment of time, memory, gas, and domain-specific costs. We introduce a graded feasibility modality □ᵣ with counit and monotonicity laws. Our main result is a syntactic cost soundness theorem for the recursion-free simply-typed fragment: if a closed term has synthesized bound b under budget r, its operational cost is bounded by b. We provide a syntactic term model in the presheaf topos Setᴸ—where resource bounds index a cost-stratified family of definable values—with cost extraction as a natural transformation. We prove canonical forms via reification and establish initiality of the syntactic model: it embeds uniquely into all resource-bounded models. A case study demonstrates compositional reasoning for binary search using Lean’s native recursion with separate bound proofs.
Authors
- Mirco A. Mannucci
- Corey Thuro
Publication Details
- Journal
- Maryland Shared Open Access Repository (USMAI Consortium)
- Published
- 2025-12-07
- DOI
- https://doi.org/10.13016/m2swpd-uz3o
- Primary Topic
- Logic, programming, and type systems
- Type
- article
- Field-Weighted Citation Impact
- 0.00