24 lines
1.4 KiB
Markdown
24 lines
1.4 KiB
Markdown
# CatOpt-Grid MVP
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A production-friendly MVP for a category-theoretic, cross-domain distributed optimization
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framework. This repository implements the core primitives and a tiny ADMM-lite solver to
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help validate the architecture and provide a concrete starting point for adapters and cross-domain
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integration.
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Key components
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- LocalProblem: per-asset optimization task with a convex quadratic objective and bound constraints.
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- SharedVariable: consensus variable used by all agents in the ADMM-like loop.
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- ADMMLiteSolver: lightweight solver implementing x-update, z-update, and dual variable updates with bound projection.
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Usage
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- Install dependencies and run tests with the provided test.sh.
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- This MVP focuses on correctness and stability for the ADMM-lite loop; cross-domain adapters and governance
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layers can be added in future iterations.
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This repository is a stepping stone toward the CatOpt-Grid architecture described in AGENTS.md.
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Architecture scaffolding: Bridge and Adapters
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- catopt_grid.bridge: lightweight interoperability layer with IRObject/IRMorphism and a tiny GraphOfContracts registry to version adapters and data schemas.
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- catopt_grid.adapters: starter adapters (rover_planner, habitat_module) that illustrate mapping local problems to the canonical IR and seed cross-domain interoperability.
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- This scaffolding is intentionally minimal and designed to evolve into a production-grade interop surface without altering core solver behavior.
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