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Paper Citation Record · LEDGER

Certainty-equivalent adaptive MPC for uncertain nonlinear systems

As of 22 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 2 inbound Pith citation observations for arXiv:2603.17843.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2603.17843 v2

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measured 64 of 64 reference resolution

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Source: paper_references, paper_reference_links, observed 2026-08-02T18:03:51.664748Z

measured 66 of 66 standing notices

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Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T05:05:57.693859Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-11T17:36:06.332924Z

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64 of 64 outbound references displayed

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Outbound references

Observation a331ef8f-7f63-4b6a-852f-70573ffb3102 · outbound

This paper cites Challenges of adaptive control–past, permanent and future.Annual reviews in control, 32(2):123–135, 2008.

Certainty-equivalent adaptive MPC for uncertain nonlinear systems Challenges of adaptive control–past, permanent and future.Annual reviews in control, 32(2):123–135, 2008

Reference 1

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Observation 72e63815-75fc-4c0f-a2da-fd667fe7319c · outbound

This paper cites CasADi: A software framework for nonlinear optimization and optimal control.Mathematical Programming Computation, 11(1):1–36, 2019.

Certainty-equivalent adaptive MPC for uncertain nonlinear systems CasADi: A software framework for nonlinear optimization and optimal control.Mathematical Programming Computation, 11(1):1–36, 2019

Reference 2

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Observation 99b2210d-d2af-4c78-978a-842d98ed93e3 · outbound

This paper cites Adaptive control in the presence of saturation non-linearity.Int.

Certainty-equivalent adaptive MPC for uncertain nonlinear systems Adaptive control in the presence of saturation non-linearity.Int

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Observation 7a8721c4-caab-4bc7-805b-c66214d8d84b · outbound

This paper cites A historical perspective of adaptive control and learning.

Certainty-equivalent adaptive MPC for uncertain nonlinear systems A historical perspective of adaptive control and learning

Reference 4

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Observation 26d0c3e3-2c57-4111-8031-a8761d00eb51 · outbound

This paper cites Immersion and invariance: A new tool for stabilization and adaptive control of nonlinear systems.IEEE Trans.

Certainty-equivalent adaptive MPC for uncertain nonlinear systems Immersion and invariance: A new tool for stabilization and adaptive control of nonlinear systems.IEEE Trans

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Observation 95b12ab1-c32f-4a76-8f48-2c05b121d244 · outbound

This paper cites Linear tracking mpc for nonlinear systems—part i: The model-based case.IEEE Trans.

Certainty-equivalent adaptive MPC for uncertain nonlinear systems Linear tracking mpc for nonlinear systems—part i: The model-based case.IEEE Trans

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Observation 0fb1dd8b-e0b1-4352-989c-65c71c32780c · outbound

This paper cites Athena Scientific, 2022.

Certainty-equivalent adaptive MPC for uncertain nonlinear systems Athena Scientific, 2022

Reference 7

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Observation 2d2ea506-1993-4203-aeb1-65ec513c5f22 · outbound

This paper cites Adaptive optimal control: The thinking man ’s GPC.

Certainty-equivalent adaptive MPC for uncertain nonlinear systems Adaptive optimal control: The thinking man ’s GPC

Reference 8

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Observation d322fe85-43b8-45ee-9a73-c02b61220edb · outbound

This paper cites Nonlinear MPC design for incrementally ISS systems with application to gru networks.Automatica, 159:111381, 2024.

Certainty-equivalent adaptive MPC for uncertain nonlinear systems Nonlinear MPC design for incrementally ISS systems with application to gru networks.Automatica, 159:111381, 2024

Reference 9

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Observation dd8965e5-23a9-45fb-929c-27f94bf42084 · outbound

This paper cites Indirect adaptive state feedback control of linearly parametrized non-linear systems.

Certainty-equivalent adaptive MPC for uncertain nonlinear systems Indirect adaptive state feedback control of linearly parametrized non-linear systems

Reference 10

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Observation ba3f8d02-a2ab-4beb-834d-ee74cac031f9 · outbound

This paper cites Adaptive tracking with saturating input and controller integral action.IEEE Trans.

Certainty-equivalent adaptive MPC for uncertain nonlinear systems Adaptive tracking with saturating input and controller integral action.IEEE Trans

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Observation b1e7d68e-a580-4c1b-bd86-4f2c29c51d45 · outbound

This paper cites Adaptive control of input-constrained type-1 plants stabilization and tracking.Automatica, 37(2):197–203, 2001.

Certainty-equivalent adaptive MPC for uncertain nonlinear systems Adaptive control of input-constrained type-1 plants stabilization and tracking.Automatica, 37(2):197–203, 2001

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Observation 26d4866d-4417-42ef-8445-c63d1f1d44ec · outbound

This paper cites A quasi-infinite horizon nonlinear model predictive control scheme with guaranteed stability.

Certainty-equivalent adaptive MPC for uncertain nonlinear systems A quasi-infinite horizon nonlinear model predictive control scheme with guaranteed stability

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Observation 2e99f781-36c9-4e2f-8664-947656b59e95 · outbound

This paper cites Adaptive economic model predictive control: Performance guarantees for nonlinear systems.IEEE Trans.

Certainty-equivalent adaptive MPC for uncertain nonlinear systems Adaptive economic model predictive control: Performance guarantees for nonlinear systems.IEEE Trans

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Observation 9ef1e55d-e81f-496e-9223-840087d419e8 · outbound

This paper cites A robust and adaptive MPC formulation for Gaussian process models.

Certainty-equivalent adaptive MPC for uncertain nonlinear systems A robust and adaptive MPC formulation for Gaussian process models

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Observation a7c47629-6f23-4270-8a93-d238f8669c6a · outbound

This paper cites Robust discrete- time set-based adaptive predictive control for nonlinear systems.J.

Certainty-equivalent adaptive MPC for uncertain nonlinear systems Robust discrete- time set-based adaptive predictive control for nonlinear systems.J

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Observation 6f12198a-9a77-4190-90f9-95f809d7fa66 · outbound

This paper cites Courier Corporation, 2014.

Certainty-equivalent adaptive MPC for uncertain nonlinear systems Courier Corporation, 2014

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Observation 32361f38-aaaf-42e7-ac3c-0ed5aea9dc3f · outbound

This paper cites Springer, 2017.

Certainty-equivalent adaptive MPC for uncertain nonlinear systems Springer, 2017

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Observation 0c83bcd8-9f84-4f4f-a297-5819a1d25d25 · outbound

This paper cites On approximate solutions of systems of linear inequalities.

Certainty-equivalent adaptive MPC for uncertain nonlinear systems On approximate solutions of systems of linear inequalities

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Observation f36f6699-9b60-4699-8cd4-002b1ba329a1 · outbound

This paper cites Closed-loop finite-time analysis of suboptimal online control.IEEE Trans.

Certainty-equivalent adaptive MPC for uncertain nonlinear systems Closed-loop finite-time analysis of suboptimal online control.IEEE Trans

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Observation c5c3a2fe-85c0-464e-81f0-3dd27a7db0a3 · outbound

This paper cites Prentice-Hall, Inc., Englewood Cliffs, N.J., 1996.

Certainty-equivalent adaptive MPC for uncertain nonlinear systems Prentice-Hall, Inc., Englewood Cliffs, N.J., 1996

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This paper cites PhD thesis, Universit¨ at Stuttgart, 2021.

Certainty-equivalent adaptive MPC for uncertain nonlinear systems PhD thesis, Universit¨ at Stuttgart, 2021

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Observation 87f67a1b-9b65-46a6-a628-76ecfd61426d · outbound

This paper cites Stability and performance in MPC using a finite-tail cost.

Certainty-equivalent adaptive MPC for uncertain nonlinear systems Stability and performance in MPC using a finite-tail cost

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This paper cites A robust adaptive model predictive control framework for nonlinear uncertain systems.

Certainty-equivalent adaptive MPC for uncertain nonlinear systems A robust adaptive model predictive control framework for nonlinear uncertain systems

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Observation 8a16bd9d-020a-416a-aa76-23aeafea170a · outbound

This paper cites Stability and performance analysis of NMPC: Detectable stage costs and general terminal costs.IEEE Trans.

Certainty-equivalent adaptive MPC for uncertain nonlinear systems Stability and performance analysis of NMPC: Detectable stage costs and general terminal costs.IEEE Trans

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Observation d2643516-e51c-4d45-b732-320d3ac0e84e · outbound

This paper cites Adaptive nonlinear control without overparametrization.

Certainty-equivalent adaptive MPC for uncertain nonlinear systems Adaptive nonlinear control without overparametrization

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Observation 9bc61348-a5ba-4840-a007-c6d8f0a2dc94 · outbound

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Certainty-equivalent adaptive MPC for uncertain nonlinear systems Control lyapunov functions for adaptive nonlinear stabilization.Systems & Control Letters, 26(1):17–23, 1995

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Observation ebf7796a-fa2c-459c-af28-93f974cee0a9 · outbound

This paper cites Model predictive control for tracking using artificial references: Fundamentals, recent results and practical implementation.

Certainty-equivalent adaptive MPC for uncertain nonlinear systems Model predictive control for tracking using artificial references: Fundamentals, recent results and practical implementation

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Observation 7ebe50bf-cd0f-43fb-a6bb-b57f6bce831e · outbound

This paper cites Nonlinear MPC for tracking piece-wise constant reference signals.IEEE Trans.

Certainty-equivalent adaptive MPC for uncertain nonlinear systems Nonlinear MPC for tracking piece-wise constant reference signals.IEEE Trans

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Observation 451ea3b3-279b-4346-b92b-ba711355664e · outbound

This paper cites Barrier Lyapunov functions-based adaptive control for a class of nonlinear pure- feedback systems with full state constraints.Automatica, 64:70–75, 2016.

Certainty-equivalent adaptive MPC for uncertain nonlinear systems Barrier Lyapunov functions-based adaptive control for a class of nonlinear pure- feedback systems with full state constraints.Automatica, 64:70–75, 2016

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Observation a0d32e26-7eb9-42ea-a9a1-e33f619c7fe5 · outbound

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Observation aa6a0a62-c232-4812-894e-6b3f6d70d20a · outbound

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Certainty-equivalent adaptive MPC for uncertain nonlinear systems Adaptive variants of optimal feedback policies

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Observation cef85d9a-6230-4cd8-b612-3191273b805a · outbound

This paper cites PhD thesis, Massachusetts Institute of Technology, 2019.

Certainty-equivalent adaptive MPC for uncertain nonlinear systems PhD thesis, Massachusetts Institute of Technology, 2019

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Observation ed353fba-cee8-44f5-91f4-8ee6e0043a73 · outbound

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Certainty-equivalent adaptive MPC for uncertain nonlinear systems Robust MPC with recursive model update.Automatica, 103:461–471, 2019

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Observation 33679c72-aa90-4d39-a5b5-9f24994fbbc4 · outbound

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Certainty-equivalent adaptive MPC for uncertain nonlinear systems A stabilizing model-based predictive control algorithm for nonlinear systems.Automatica, 37(9):1351–1362, 2001

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Observation 4461e6b3-8192-4452-be55-2737e54f4c22 · outbound

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Certainty-equivalent adaptive MPC for uncertain nonlinear systems Robust learning-based MPC for nonlinear constrained systems.Automatica, 117:108948, 2020

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Observation 6d6c4d6e-7e6c-42ae-8686-8fbf1b1d3e11 · outbound

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Certainty-equivalent adaptive MPC for uncertain nonlinear systems Model predictive control: Recent developments and future promise.Automatica, 50(12):2967– 2986, 2014

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source=pdf_text observed=2026-08-02T18:03:48.222961Z digest=sha256:01be1427cb025c8146e8668da4431776ead4c3e8cb31e67dd7b294f0d5b5ff4b

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source=pdf_text observed=2026-08-02T18:03:48.295096Z digest=sha256:419bd60d50cf9359957a96ef05b3fe7e8fa0be45ae9b550b860b38745250cf18

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Certainty-equivalent adaptive MPC for uncertain nonlinear systems Nonlinear offset-free model predictive control.Automatica, 48(9):2059–2067, 2012

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source=pdf_text observed=2026-08-02T18:03:48.370651Z digest=sha256:576a4bdee743d62d17746997e2b750b488bc4c0f8f732270d08b712fb6f9a249

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Observation b24aedc0-ee95-46c9-8241-ec7c7c49f476 · outbound

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Certainty-equivalent adaptive MPC for uncertain nonlinear systems Control of unknown nonlinear systems with linear time- varying MPC

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Observation cef9beda-0c3c-4671-8469-6965d9c7a2a1 · outbound

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Certainty-equivalent adaptive MPC for uncertain nonlinear systems Robust adaptive model predictive control for guaranteed fast and accurate stabilization in the presence of model errors

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source=pdf_text observed=2026-08-02T18:03:48.629233Z digest=sha256:4ced2aee00b002d5767bb56c719e759126224f07e0aad2c852da8363491b59b0

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Certainty-equivalent adaptive MPC for uncertain nonlinear systems Robust adaptive tube tracking model predictive control forpiece-wise constant reference signals.Int

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Observation ea2d961d-0598-4b09-bb20-bd2aa8edc474 · outbound

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Certainty-equivalent adaptive MPC for uncertain nonlinear systems Adaptive nonlinear regulation: Estimation from the Lyapunov equation.IEEE Trans

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source=pdf_text observed=2026-08-02T18:03:48.916877Z digest=sha256:753dad695b2cbaed11f10e0d5a153b1976e9fbc691d8748fbd17db2334e57461

Observation 24a36951-da73-4b7b-8df7-bef1a2614eaf · outbound

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Certainty-equivalent adaptive MPC for uncertain nonlinear systems Model Predictive Control: Theory, Computation, and Design

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source=pdf_text observed=2026-08-02T18:03:49.044251Z digest=sha256:14ffb5ffdf719df921925d4645d7b46df81fc1b880409e0ba7d3269db7e8388d

Observation 0c9dc8c8-0364-4a25-bbd3-32b746bbc7df · outbound

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source=pdf_text observed=2026-08-02T18:03:49.226622Z digest=sha256:058076dece7a74acafafadf49c1b4a6316fa1c30a8c7702227ff3251f79d9b2f

Observation fb31dc1d-702b-4f34-960d-16ddfb60248d · outbound

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Certainty-equivalent adaptive MPC for uncertain nonlinear systems Strongly regular generalized equations

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source=pdf_text observed=2026-08-02T18:03:49.363835Z digest=sha256:2bdfb829e5f862f938f0659657b96a1ad65619c3b2ad675c9b2b706f0bc2259d

Observation 05dfa4d3-0838-4872-a2f0-d9727b220895 · outbound

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source=pdf_text observed=2026-08-02T18:03:49.590992Z digest=sha256:31b2918d5daa3e2a7ea70bd1de05ece09b4c29a7aa1d6b56274a7e1b3a5f8628

Observation 91dda281-208f-4e3b-9629-1d6e86392ef6 · outbound

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source=pdf_text observed=2026-08-02T18:03:49.729125Z digest=sha256:c9bc89623488271073f8f42f2dd207e079276592ed89e701ef72ca4b72ce8af6

Observation 4b8e7617-1afc-4201-924d-3ffd37a41337 · outbound

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source=pdf_text observed=2026-08-02T18:03:49.906768Z digest=sha256:4412b7b2a326e9fd34c1cefe0550453b99f4f5675cc427feb34f610a672c6cca

Observation 9963380e-c3fe-455b-a7c0-9492086ab9f1 · outbound

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Certainty-equivalent adaptive MPC for uncertain nonlinear systems Gaussian processes for dynamics learning in model predictive control.Annual Reviews in Control, 60:101034, 2025

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source=pdf_text observed=2026-08-02T18:03:50.127080Z digest=sha256:b95ca282236da16bd19e116465115c3818bc9a5ed2b1bb36ab05e5cc0bb29ffc

Observation edd0d73f-815b-4bc0-af48-0aa354fe3b8c · outbound

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Certainty-equivalent adaptive MPC for uncertain nonlinear systems Adaptive robust model predictive control with matched and unmatched uncertainty

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source=pdf_text observed=2026-08-02T18:03:50.318974Z digest=sha256:b3e45a6d8e14bed6da4b4a822be96a9bec73ae25b92a3d760c85c6dd774fc450

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source=pdf_text observed=2026-08-02T18:03:50.353927Z digest=sha256:1196c95c596e8ae38f9dad23330a1e8be27a60c5652704eb5b4ad83ded1edc1e

Observation 5aca4ee6-ace5-4570-a002-24100534d960 · outbound

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Certainty-equivalent adaptive MPC for uncertain nonlinear systems A nonlinear MPC scheme for output tracking without terminal ingredients.IEEE Trans

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Observation f3a04726-dd91-4098-8c1f-1b7e7b7efee0 · outbound

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Observation 0cf6f674-42ca-4d02-b0bb-ebeb790a2e87 · outbound

This paper cites Adaptive receding horizon control for constrained MIMO systems.Automatica, 50(12):3019–3029, 2014.

Certainty-equivalent adaptive MPC for uncertain nonlinear systems Adaptive receding horizon control for constrained MIMO systems.Automatica, 50(12):3019–3029, 2014

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source=pdf_text observed=2026-08-02T18:03:50.714748Z digest=sha256:ff1843943289a57cd0a5fe30f155d4b1cb961941d011cab4a437a4769de0260c

Observation 30d2caa8-8f8c-4c07-95ff-4bcf1038994f · outbound

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Certainty-equivalent adaptive MPC for uncertain nonlinear systems Multivariable adaptive control: A survey

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source=pdf_text observed=2026-08-02T18:03:50.844983Z digest=sha256:903c2cdb92adde49c4f0d711ace25490c5163aa25d0a3e0945d8549070454eef

Observation ce761f9f-8ed8-4950-9dae-69645fea17a6 · outbound

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source=pdf_text observed=2026-08-02T18:03:51.007468Z digest=sha256:2cb0c3d34e6a59f4535ee6ef762ae836dd2094c749b8bbf506a9d8d81e4feaaf

Observation c17acd85-fbac-4374-95ea-d6f36fbdcdd1 · outbound

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Certainty-equivalent adaptive MPC for uncertain nonlinear systems Adaptive safety with control barrier functions

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source=pdf_text observed=2026-08-02T18:03:51.134988Z digest=sha256:8ede7704e3f877a9ef3a31d2dcb12d5c4c31c35a873efd4acef8d6b88dbafad5

Observation fd3b0a1e-4ccb-4623-a5e1-679fe587b8f9 · outbound

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Certainty-equivalent adaptive MPC for uncertain nonlinear systems Robust adaptive control of uncertain nonlinear systems in the presence of input saturation and external disturbance

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source=pdf_text observed=2026-08-02T18:03:51.179958Z digest=sha256:cd229eb9dd06753f5406ce89a2f271c3971989ef151e00943ba933a8ab6e4703

Observation e59442e4-cc95-4806-8be5-493e8222d75b · outbound

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Certainty-equivalent adaptive MPC for uncertain nonlinear systems Adaptive predictive control of the benchmark plant.Automatica, 30(4):621–628, 1994

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source=pdf_text observed=2026-08-02T18:03:51.294741Z digest=sha256:fc12d915538ab539d1838d45c72522c84feea6332cd7f873f9c1daea87413826

Observation 6ef4d1a1-69e6-4a61-82b2-e75a4a8d4a17 · outbound

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source=pdf_text observed=2026-08-02T18:03:51.384744Z digest=sha256:492b261688031ef23fde0c6cee5241467cb34c67aa5f6406b38346ad5706cb18

Observation c4635096-25cf-463b-b98a-93a8f5611ebf · outbound

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Certainty-equivalent adaptive MPC for uncertain nonlinear systems Globally stable adaptive system design for minimum phase SISO plants with input saturation

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source=pdf_text observed=2026-08-02T18:03:51.435467Z digest=sha256:74114484f0de62d4892fb9959054e6c190518bc0d4166e86278e8e17fc2c1453

Observation fd0438d0-04e2-4a89-a7f4-c848ea0baf7b · outbound

This paper cites Equation (B.1b) holds by choosing ˜ℓ0 = ˜ℓ⋆ 0 − δ Cℓ PM−1 k=1 ρk−M = ˜ℓ⋆ 0 − δ CℓρM−1 1−ρM−1 1−ρ.

Certainty-equivalent adaptive MPC for uncertain nonlinear systems Equation (B.1b) holds by choosing ˜ℓ0 = ˜ℓ⋆ 0 − δ Cℓ PM−1 k=1 ρk−M = ˜ℓ⋆ 0 − δ CℓρM−1 1−ρM−1 1−ρ

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Pith citing papers

Observation 7f027589-c8d2-4437-bcf7-8aa86c1d19b9 · inbound

Adaptive MPC for Constrained Trajectory Tracking of Uncertain LTI System with Input-Rate Limits cites this paper.

Adaptive MPC for Constrained Trajectory Tracking of Uncertain LTI System with Input-Rate Limits Certainty-equivalent adaptive MPC for uncertain nonlinear systems

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arxiv_id, observed 2026-07-28T02:21:38.818872Z

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source=pdf_text observed=2026-05-08T17:24:42.911600Z digest=sha256:298985b028d06c2d283e915df58dd048a08ebea93bb1a756eff637a5b88eca4d

Observation c442f4c2-35ab-46f2-8c78-6f489175fff5 · inbound

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Non-asymptotic Bounds of Learning-based Linear MPC With Input Constraints and Unbounded Stochastic Noise Certainty-equivalent adaptive MPC for uncertain nonlinear systems

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source=pdf_text observed=2026-08-02T05:05:57.693859Z digest=sha256:ce34e92b1b54d57f3f71aa92df9da497d606f05495e3a487d6a46b5d601a9dd0