feat: Initialization of Cyber-Physical Systems library , with Lyapuno…#373
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BasharHamade12 wants to merge 1 commit intoleanprover:mainfrom
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feat: Initialization of Cyber-Physical Systems library , with Lyapuno…#373BasharHamade12 wants to merge 1 commit intoleanprover:mainfrom
BasharHamade12 wants to merge 1 commit intoleanprover:mainfrom
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…v asymptotic stability proof
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Summary
This PR introduces the initial Cyber-Physical Systems (CPS) / Control Theory module to be included as part of the
Csliblibrary.Changes
New Definitions — Discrete Linear State Space Systems
x(k+1) = A·x(k) + B·u(k)Main Result — Lyapunov Asymptotic Stability
Proof of the following stability theorem:
The proof is built on top of:
Key intermediate lemmas include:
state_evolution_zero_input— state evolution under zero inputbound_x_norm— norm bound on the stategelfand_eventually_bounded— eventual boundedness via Gelfand's formulaFiles Changed
Cslib.lean— added imports for the new CPS moduleCslib/CPS/DiscreteLinearTime/AsymptoticStability.lean— asymptotic stability proof (255 lines)Cslib/CPS/DiscreteLinearTime/Basic.lean— basic definitions (105 lines)references.bib— added reference: Feedback Systems by Åström & Murray (2008)Notes & Future Work
This is intended as a first contribution of many. Additional control theory results have already been formalized and are planned for future PRs, including:
The goal of this PR is to lay a solid foundation aligned with
Cslib's intentions and vision, and to open the door for a broader control theory library within the Lean/Mathlib ecosystem.