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Publications about 'Fundamental limitations'
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L. Ballotta,
J. Arbelaiz,
V. Gupta,
L. Schenato,
and M. R. Jovanovic.
The role of communication delays in the optimal control of spatially invariant systems.
IEEE Trans. Automat. Control,
2024.
Note: Submitted.
Keyword(s): Communication delays,
Controller architecture,
Distributed control,
Fundamental limitations,
Partial differential equations,
Performance bounds,
Spatially-invariant systems,
Systems with delay.
[bibtex-entry]
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H. Mohammadi,
M. Razaviyayn,
and M. R. Jovanovic.
Tradeoffs between convergence rate and noise amplification for momentum-based accelerated optimization algorithms.
IEEE Trans. Automat. Control,
2024.
Note: Doi:10.1109/TAC.2024.3453656.
Keyword(s): Accelerated first-order algorithms,
Control for optimization,
Convergence rate,
Convex optimization,
Gradient descent,
Fundamental limitations,
Heavy-ball method,
Nesterov's accelerated method,
Nonnormal dynamics,
Noise amplification,
Second-order moments.
[bibtex-entry]
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W. Wu,
J. Chen,
M. R. Jovanovic,
and T. T. Georgiou.
Tannenbaum's gain-margin optimization meets Polyak's heavy-ball algorithm.
IEEE Trans. Automat. Control,
2024.
Note: Submitted; also arXiv:2409.19882.
Keyword(s): Accelerated first-order algorithms,
Control for optimization,
Convergence rate,
Convex optimization,
Gradient descent,
Fundamental limitations,
Heavy-ball method,
Integral quadratic constraints,
Nesterov's accelerated method,
Nevanlinna-Pick interpolation,
Optimization,
Optimal control,
Robust control.
[bibtex-entry]
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L. Ballotta,
M. R. Jovanovic,
and L. Schenato.
Can decentralized control outperform centralized? The role of communication latency.
IEEE Trans. Control Netw. Syst.,
10(3):1629-1640,
September 2023.
Keyword(s): Controller architecture,
Fundamental limitations,
Networks,
Networks of dynamical systems,
Noise amplification,
Performance bounds,
Topology design.
[bibtex-entry]
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B. Bamieh,
M. R. Jovanovic,
P. Mitra,
and S. Patterson.
Coherence in large-scale networks: dimension dependent limitations of local feedback.
IEEE Trans. Automat. Control,
57(9):2235-2249,
September 2012.
Note: (2013 George S. Axelby Outstanding Paper Award).
Keyword(s): Control of vehicular formations,
Consensus,
Large-scale networks,
Fundamental limitations.
[bibtex-entry]
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F. Lin,
M. Fardad,
and M. R. Jovanovic.
Optimal control of vehicular formations with nearest neighbor interactions.
IEEE Trans. Automat. Control,
57(9):2203-2218,
September 2012.
Keyword(s): Architectural issues in distributed control design,
Distributed control,
Optimal localized control,
Control of vehicular formations,
Large-scale networks,
Fundamental limitations.
[bibtex-entry]
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M. R. Jovanovic and B. Bamieh.
On the ill-posedness of certain vehicular platoon control problems.
IEEE Trans. Automat. Control,
50(9):1307-1321,
September 2005.
Keyword(s): Control of vehicular formations,
Large-scale and infinite dimensional systems,
Fundamental limitations.
[bibtex-entry]
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L. Ballotta,
J. Arbelaiz,
V. Gupta,
L. Schenato,
and M. R. Jovanovic.
Control of reaction-diffusion processes under communication delays.
In Proceedings of the 2024 European Control Conference,
Stockholm, Sweden,
pages 525-530,
2024.
Keyword(s): Communication delays,
Controller architecture,
Distributed control,
Fundamental limitations,
Partial differential equations,
Performance bounds,
Systems with delay.
[bibtex-entry]
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L. Ballotta,
M. R. Jovanovic,
and L. Schenato.
Can decentralized control outperform centralized? The role of communication latency.
In Proceedings of the 2022 IFAC Conference on Networked Systems,
Zurich, Switzerland,
2022.
Keyword(s): Controller architecture,
Fundamental limitations,
Networks,
Networks of dynamical systems,
Noise amplification,
Performance bounds,
Topology design.
[bibtex-entry]
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L. Ballotta,
M. R. Jovanovic,
and L. Schenato.
Optimal network topology of multi-agent systems subject to computation and communication latency.
In Proceedings of the 29th Mediterranean Conference on Control and Automation,
Bari, Italy,
pages 249-254,
2021.
Keyword(s): Controller architecture,
Fundamental limitations,
Networks,
Networks of dynamical systems,
Noise amplification,
Performance bounds,
Topology design.
[bibtex-entry]
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H. Mohammadi,
M. Razaviyayn,
and M. R. Jovanovic.
Variance amplification of accelerated first-order algorithms for strongly convex quadratic optimization problems.
In Proceedings of the 57th IEEE Conference on Decision and Control,
Miami, FL,
pages 5753-5758,
2018.
Keyword(s): Accelerated optimization algorithms,
Control for optimization,
Input-output analysis,
Large-scale networks,
Fundamental limitations,
Robustness,
Variance amplifications.
[bibtex-entry]
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B. Bamieh,
M. R. Jovanovic,
P. Mitra,
and S. Patterson.
Effect of topological dimension on rigidity of vehicle formations: fundamental limitations of local feedback.
In Proceedings of the 47th IEEE Conference on Decision and Control,
Cancun, Mexico,
pages 369-374,
2008.
Keyword(s): Control of vehicular formations,
Consensus,
Large-scale networks,
Fundamental limitations.
[bibtex-entry]
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S. Patterson,
B. Bamieh,
A. E. Abbadi,
and M. R. Jovanovic.
On the feasibility of large-scale automated highways.
In First International Workshop on Computational Transportation Science,
Dublin, Ireland,
2008.
Note: (Invited paper).
Keyword(s): Control of vehicular formations,
Large-scale networks,
Fundamental limitations.
[bibtex-entry]
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M. R. Jovanovic.
Vehicular Chains.
In J. Baillieul and T. Samad, editors, Encyclopedia of Systems and Control,
pages 1-10.
Springer-Verlag London,
2014.
Note: Doi:10.1007/978-1-4471-5102-9_221-1.
Keyword(s): Control of vehicular formations,
Large-scale networks,
Fundamental limitations.
[bibtex-entry]
Back to MJ's Publications
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Last modified: Sat Oct 5 22:00:41 2024
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