Julien Hendrickx's full list of publications:

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Preprints:

  • Christopher Lindberg, Julien M. Hendrickx and Henk Wymeersch, Optimizing Reweighted Belief Propagation for Likelihood Consensus Problems, Submitted. [PDF]

  • Pierre-Yves Chevalier, Vladimir V. Gusev, Raphaël M. Jungers and Julien M. Hendrickx, Sets of Stochastic Matrices with Converging Products: Bounds and Complexity, Submitted. [PDF]

Journal papers:

  1. Mickael Temporao, Corentin Vande Kerckhove, Clifton van der Linden, Yannick Dufresne and Julien M. Hendrickx Ideological Scaling of Social Media Users: A Dynamic Lexicon Approach, to appear in Political analysis. [PDF]

  2. Balazs Gerencsér and Julien M. Hendrickx, Mixing rate on the cycle with some added connections, to appear in the journal of theoretical probabilities. [PDF]

  3. Julien M. Hendrickx, Michel Gevers and Alexandre S. Bazanella, Identifiability of dynamical networks with partial node measurements, to appear in IEEE Transactions on Automatic Control. [PDF]

  4. Adrien Taylor, Julien M. Hendrickx and Francois Glineur, Exact worst-case convergence rates of the proximal gradient method for composite convex minimization, to appear in Journal of Optimization Theory and Applications (JOTA) [PDF]

  5. Balazs Gerencsér and Julien M. Hendrickx, Push sum with transmission failures, to appear in IEEE Transactions on Automatic Control. [PDF]

  6. Franck Iutzeler and Julien M. Hendrickx, A Generic Linear Rate Acceleration of Optimization algorithms via Relaxation and Inertia, to appear in Optimization Methods and Software. [PDF]

  7. Tao Liu, Ming Cao, Claudio de Persis and Julien M. Hendrickx, Distributed Event-Triggered Control for Asymptotic Synchronization of Dynamical Networks, Automatica, volume 86, pages 199-204, 2017. [PDF]

  8. Estelle M. Massart, Julien M. Hendrickx and P.-A. Absil, Matrix geometric means based on shuffled inductive sequences, to appear in Linear Algebra and its Applications (LAA). [PDF]

  9. Pierre-Yves Chevalier, Julien M. Hendrickx and Raphaël M. Jungers, Tight Bounds for Consensus Systems Convergence, System and Control Letters, volume 105, pages 78-83, 2017. [PDF]

  10. Adrien B. Taylor, Julien M. Hendrickx and François Glineur, Exact Worst-case Performance of First-order Algorithms for Composite Convex Optimization, SIAM journal on Optimization (SIOPT), volume 27, number 3, pages 1283-1313, 2017 [PDF]

  11. Alexandre Mauroy and Julien M. Hendrickx, Spectral identification of networks using sparse measurements, SIAM Journal of Applied Dynamical Systems (SIADS), volume 16, number 1, pages 479-513, 2017. [PDF]

  12. Arnaud Browet, Julien M. Hendrickx and Alain Sarlette, Incompatibility boundaries for properties of community partitions, to appear in IEEE Transactions on Network Science and Engineering. [PDF]

  13. Julien M. Hendrickx and Alex Olshevsky, On symmetric continuum opinion dynamics, SIAM Journal on Control and Optimization (SICON), volume 54, issue 5, pages 2893-2918, 2016. [PDF]

  14. Corentin Vande Kerckhove, Samuel Martin, Pascal Gend, Peter J. Rentfrow, Julien M. Hendrickx and Vincent D. Blondel, Modeling influence and opinion evolution in online collective behavior, PLOS ONE, 11(6): e0157685, 2016. [PDF], [HTML]

  15. Adrien B. Taylor, Julien M. Hendrickx and François Glineur, Smooth Strongly Convex Interpolation and Exact Worst-case Performance of First-order Methods, Mathematical Programming, volume 61, number 1, pages 307-345, 2017. [PDF]

  16. Samuel Martin and Julien M. Hendrickx, Continuous-Time Consensus under Non-Instantaneous Reciprocity, IEEE Transactions on Automatic Control, volume 61, issue 9, pages 2484-2495, 2015. [PDF]

  17. Pierre-Yves Chevalier, Julien M. Hendrickx and Raphaël M. Jungers, Efficient Algorithms for the Consensus Decision Problem, SIAM Journal on Control and Optimization (SICON) volume 53, issue 5, pages 3104-3119, 2015. [PDF]

  18. Paolo Frasca, Federica Garin, Balazs Gerencser and Julien M. Hendrickx, One-dimensional coverage by unreliable sensors, SIAM journal on control and optimization (SICON), volume 53, issue 5, pages 3120-3140, 2015. [PDF]

  19. Julien M. Hendrickx, Guodong Shi and Karl Henrik Johansson, Finite-time consensus using stochastic matrices with positive diagonals, IEEE Transactions on Automatic Control, Volume 60, Issue 4, pages 1070-1073, 2015. [PDF]

  20. Julien M. Hendrickx, Karl Henrik Johansson, Raphael M. Jungers, Henrik Sandberg and Kin Cheong Sou, Efficient Computations of a Security Index for False Data Attacks in Power Networks, IEEE Transactions on Automatic Control, volume 59, issue 12, pages 3194-3208, 2014. [PDF]

  21. Julien M. Hendrickx, Raphael M. Jungers, Alex Olshevsky and Guillaume Vankeerberghen, Graph diameter, eigenvalues, and minimum-time consensus, Automatica, volume 50, issue 2, pages 635-640, 2014. [PDF]

  22. Julien M. Hendrickx, Views in a graph: to which depth must equality be checked?, IEEE Transactions on Parallel and Distributed Systems, Volume 25, Issue 7, pages 1907-1912, 2014. [PDF]

  23. Paolo Frasca and Julien M. Hendrickx, On the mean square error of randomized averaging algorithms, Automatica, Volume 49, Issue 8, Pages 2496-2501, 2013. [PDF]

  24. Julien M. Hendrickx and John Tsitsiklis, Convergence of type-symmetric and cut-balanced consensus seeking systems, IEEE Transactions on Automatic Control, volume 58, issue 1, pages 214-218, 2013. [PDF extended version]

  25. Julien M. Hendrickx, Alex Olshevsky and John Tsitsiklis, Distributed anonymous discrete function computation, IEEE Transactions on Automatic Control, volume 56, issue 10, pages 2276-2289, 2011. [PDF technical report]

  26. Vincent D. Blondel, Julien M. Hendrickx and John N. Tsitsiklis, Continuous-time average-preserving opinion dynamics with opinion-dependent communications, SIAM Journal on Control and Optimization (SICON), volume 48, issue 8, pages 5214-5240, 2010. [PDF]
    Related technical report: Existence and uniqueness of solutions for a continuous-time opinion dynamics model with state-dependent connectivity. [PDF]

  27. Julien M. Hendrickx and Alex Olshevsky, Matrix P-norms are NP-hard to approximate if p \neq 1,2, \infty, SIAM Journal on Matrix Analysis and Applications (SIMAX), volume 31, issue 5, pages 2802-2812, 2010. [PDF]

  28. Baris Fidan, Julien M. Hendrickx and Brian D.O. Anderson, Closing Ranks in Rigid Multi-Agent Formations Using Edge Contraction, International Journal of Robust and Nonlinear Control, volume 20, issue 18, pages 2077-2092, 2010.

  29. Vincent D. Blondel, Julien M. Hendrickx and John N. Tsitsiklis, On Krause's multi-agent consensus model with state-dependent connectivity, IEEE Transactions on Automatic Control, volume 54, issue 11, pages 2586-2597, 2009. [PDF]

  30. Brian D.O. Anderson, Changbin Yu, Baris Fidan and Julien M. Hendrickx, Rigid graph control architecture for autonomous formations. IEEE Control Systems Magazine, volume 28, Issue 6, pages 48-63, 2008.

  31. Julien M. Hendrickx, Order preservation in a generalized version of Krause's opinion dynamics model. Physica A, volume 387, Issue 21, Pages 5255-5262, 2008. [PDF]

  32. Vincent D. Blondel, Julien M. Hendrickx and Raphael Jungers, Solitaire Clobber as an Optimization Problem on Words Integers: Electronic Journal of Combinatorial Number Theory, volume 8, G4, 2008. [PDF]

  33. Vincent D. Blondel, Jean-Loup Guillaume, Julien M. Hendrickx, Cristobald de Kerchove and Renaud Lambiotte, Local Leaders in Random Networks. Physical Review E, volume 77, 036114, 2008. [PDF]

  34. Vincent D. Blondel, Jean-Loup Guillaume, Julien M. Hendrickx and Raphael Jungers, Distance distribution in random graphs and application to networks exploration. Physical Review E, volume 76, 066101, 2007. [PDF]

  35. Julien M. Hendrickx, Changbin Yu, Baris Fidan, and Brian D.O. Anderson, Rigidity and persistence for ensuring shape maintenance in multiagent meta-formations. Asian Journal of control, Volume 10, Issue 2 (special issue on Collective Behavior and Control of Multi-Agent Systems), pages 131-143, 2008. [PDF ext'd version]

  36. Julien M. Hendrickx, Baris Fidan, Changbin Yu, Brian D.O. Anderson and Vincent D. Blondel, Formation Reorganization by Primitive Operations on Directed Graphs. IEEE Transactions on Automatic Control, volume 53, number 4, pages 968-979, May 2008 [PDF] [Related tech. report].

  37. Changbin Yu, Julien M. Hendrickx, Baris Fidan, Brian D. O. Anderson, Vincent D. Blondel, Three and higher dimensional autonomous formations: rigidity, persistence and structural persistence. Automatica, Volume 43, Issue 3, March 2007, pages 387-402.

  38. Julien M. Hendrickx, Brian D.O. Anderson, Jean-Charles Delvenne and Vincent D. Blondel, Directed graphs for the analysis of rigidity and persistence in autonomous agents systems, International journal of robust and nonlinear control, 17:960-981, 2007. [PDF]

  39. Julien M. Hendrickx, Philippe H. Geubelle and Nancy R. Sottos, A spectral scheme for the simulation of dynamic mode 3 delamination of thin films, Engineering Fracture Mechanics, Volume 72, Issue 12, Pages 1866-1891, August 2005. [PDF]

Book Chapters:

  1. Baris Fidan, Brian D.O. Anderson, Changbin Yu and Julien M. Hendrickx, Persistent autonomous formations and cohesive motion control, Modeling and Control of Complex Systems, P. Ioannou and A. Pitsillides (ed.), CRC Press, 2007

Conference papers:

  1. Julien M. Hendrickx and Samuel Martin Open Multi-Agent Systems: Gossiping with Random Arrivals and Departures Proceedings of the 56th IEEE Conference on Decision and Control (CDC 2017), Melbourne (Australia), December 2017. [PDF]

  2. Mahmoud Abdelrahim, Julien M. Hendrickx and W.P.M.H. Heemels MAX-consensus in open multi-agent systems with gossip interactions Proceedings of the 56th IEEE Conference on Decision and Control (CDC 2017), Melbourne (Australia), December 2017. [PDF]

  3. Adrien B. Taylor, Julien M. Hendrickx and François Glineur Performance Estimation Toolbox (PESTO): automated worst-case analysis of first-order optimization methods Proceedings of the 56th IEEE Conference on Decision and Control (CDC 2017), Melbourne (Australia), December 2017. [PDF]

  4. Alexandre S. Bazanella, Michel Gevers, Julien M. Hendrickx and Adriane Parraga, Identifiability of dynamical networks: which nodes need be measured? Proceedings of the 56th IEEE Conference on Decision and Control (CDC 2017), Melbourne (Australia), December 2017. [PDF]

  5. Alexandre Mauroy and Julien M. Hendrickx, Spectral identification of networks with inputs Proceedings of the 56th IEEE Conference on Decision and Control (CDC 2017), Melbourne (Australia), December 2017. [PDF]

  6. Pierre-Yves Gousenbourger, Estelle Massart, Antoni Musolas, P.-A. Absil, Julien M. Hendrickx, Laurent Jacques and Youssef Marzouk Piecewise-Bézier C^1 smoothing on manifolds with application to wind field estimation Proceedings of the 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2017), April 2017. [PDF]

  7. Julien M. Hendrickx and Samuel Martin, Open Multi-Agent Systems: Gossiping with Deterministic Arrivals and Departures. Proceedings of the Fifty-Fourth Annual Allerton Conference on Communication, Control, and Computing, Monticello, Illinois, September 2016. [PDF]

  8. Dimitri de Smet, Marc Francaux, Julien M. Hendrickx and Michel Verleysen, Heart rate modelling as a potential physical fitness assessment for runners and cyclists. Proceedings of the Machine Learning and Data Mining for Sports Analytics Workshop at ECML/PPKD. Riva del Garda, Italy, September 2016. [PDF]

  9. Corentin Vande Kerckhove, Samuel Martin, Pascal Gend and Julien M. Hendrickx The unpredictability of human opinion dynamics. Proceedings of the 2nd Annual International Conference on Computational Social Science, (ICCSS 2016), Evanston (IL, USA), June 2016. [PDF]

  10. Estelle M. Massart, Julien M. Hendrickx, P.-A. Absil Extending a two-variable mean to a multi-variable mean 24th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2016), Bruges, Belgium, April 2016. [PDF]

  11. Pierre-Yves Chevalier, Julien M. Hendrickx and Raphaël Jungers, Reachability of Consensus and Synchronizing Automata. Proceedings of the 54rd IEEE Conference on Decision and Control (CDC 2015), Osaka (Japan), December 2015. [PDF]

  12. Riccardo Lucchese, Damiano Varagnolo, Jean-Charles Delvenne and Julien Hendrickx, Network cardinality estimation using max consensus: the case of Bernoulli trials. Proceedings of the 54rd IEEE Conference on Decision and Control (CDC 2015), Osaka (Japan), December 2015. [PDF]

  13. Julien M. Hendrickx and John N. Tsitsiklis, Fundamental limitations for anonymous distributed systems with broadcast communications. Proceedings of the Fifty-Third Annual Allerton Conference on Communication, Control, and Computing, Monticello, Illinois, September 2015. [PDF]

  14. Balazs Gerencser, Julien M. Hendrickx and Paul Van Dooren Spectral gap of Markov chains on a cycle. Proceedings of the European Control Conference 2015 (ECC'15), Linz (Austria), July 2015. [PDF]

  15. Julien M. Hendrickx, A Lifting Approach to Models of Opinion Dynamics with Antagonisms. Proceedings of the 53rd IEEE Conference on Decision and Control (CDC 2014), Los Angeles (CA, USA), December 2014. [PDF]

  16. Pierre-Yves Chevalier, Julien M. Hendrickx and Raphael M. Jungers, A switched Systems approach to the decidability of consensus. Proceedings of the 21st International Symposium on Mathematical Theory of Networks and Systems (MTNS 2014), Groningen (The Netherlands), July 2014. [PDF]

  17. Guillaume Vankeerberghen, Julien M. Hendrickx, Raphael M. Jungers, Laurence A. Wolsey, An efficient technique for solving the scheduling of appliances in smart-homes. Proceedings of the 2014 American Control Conference (ACC 2014), Portland (OR, USA), June 2014.[PDF]

  18. Guillaume Vankeerberghen, Julien M. Hendrickx, Raphael M. Jungers, JSR: a toolbox for computing the Joint Spectral Radius. Proceedings of the 17th International Conference on Hybrid Systems: Computation and Control (HSCC 2014), Berlin (Germany), April 2014. [PDF]

  19. Julien M. Hendrickx and Alex Olshevsky, Symmetric Continuum Opinion Dynamics: Convergence, but sometimes only in Distribution Proceedings of The 52nd IEEE Conference on Decision and Control (CDC 2013), Florence (Italy), December 2013. [PDF]

  20. Claudio De Persis, Paolo Frasca and Julien M. Hendrickx Self-triggered rendezvous of gossiping second-order agents Proceedings of The 52nd IEEE Conference on Decision and Control (CDC 2013), Florence (Italy), December 2013. [PDF]

  21. Tao Liu, Ming Cao, Claudio De Persis and Julien M. Hendrickx, Distributed Event-Triggered Control for Synchronization of Dynamical Networks with Estimators Proceedings of The 4th IFAC Workshop on Distributed Estimation and Control in Networked Systems (NecSys 2013), Koblenz (Germany), September 2013. [PDF]

  22. Paolo Frasca and Julien M. Hendrickx, Large network consensus is robust to packet losses and interferences, Proceedings of European Control Conference 2013 (ECC'13), Zurich (Switzerland), July 2013. [PDF]

  23. Julien M. Hendrickx and John N. Tsitsiklis, A new condition for convergence in continuous-time consensus seeking systems, Proceedings of the 50th IEEE Conference on Decision and Control (CDC 2011), Orlando (FL, USA), December 2011. [PDF]

  24. Vincent D. Blondel, Julien M. Hendrickx and John N. Tsitsiklis, Opinion dynamics for agents with opinion-dependent connections, Proceedings of the 49th IEEE Conference on Decision and Control (CDC 2010), Atlanta (GA, USA), December 2010.

  25. Alexandre Mauroy, Julien. M. Hendrickx, Alexandre Megretski and Rodolphe Sepulchre Global analysis of Firing Maps , Proceedings of the 19th International Symposium on Mathematical Theory of Networks and Systems (MTNS2010), Budapest (Hungary), July 2010. [PDF]
    Related Technical Report: Proof of Proposition 4 in "Global analysis of firing maps, MTNS2010". [PDF]

  26. Julien. M. Hendrickx, Alex Olshevsky, John .N. Tsitsiklis, Distributed Anonymous Function Computation in Information Fusion and Multiagent Systems, Proceedings of the Forty-Seventh Annual Allerton Conference on Communication, Control, and Computing, Monticello, Illinois, September 2009. [PDF]

  27. Baris Fidan, Julien M. Hendrickx, and Brian D.O. Anderson, Edge contraction based maintenance of rigidity in multi-agent formations during agent loss, Proceedings of the 17th Mediterranean Conference on Control and Automation, Thessaloniki, Greece, June 2009.

  28. Vincent D. Blondel, Julien M. Hendrickx and John N. Tsitsiklis, On the 2R conjecture for multi-agent systems. Proceedings of the European control conference 2007 (ECC 2007), Kos (Greece), July 2007, 874-881. [PDF]

  29. Julien M. Hendrickx, Changbin Yu, Baris Fidan, Brian D.O. Anderson, Rigidity and Persistence of Meta-Formations. Proceedings of the 45th IEEE Conference on Decision and Control, San Diego (CA, USA), December 2006, 5980-5985. [PDF]

  30. Changbin Yu, Baris Fidan, Julien M. Hendrickx, Brian D.O. Anderson, Merging Multiple Formations: A Meta-Formation Prospective. Proceedings of the 45th IEEE Conference on Decision and Control, San Diego (CA, USA), December 2006, 4657-4663. [PDF]

  31. Brian D. O. Anderson, Changbin Yu, Baris Fidan and Julien M. Hendrickx, Control and Information Architectures for Formations, Proceedings of the IEEE International Conference on Control Applications (CCA), Munchen (Germany), October 2006, 1127-1138. [PDF]

  32. Brian D. O. Anderson, Changbin Yu, Baris Fidan and Julien M. Hendrickx, Use of Meta-Formations for Cooperative Control, Proceedings of the 17th International Symposium on Mathematical Theory of Networks and Systems (MTNS2006), Kyoto (Japan), July 2006, 2381-2387 [PDF]

  33. Julien M. Hendrickx and Vincent D. Blondel Convergence of different linear and non-linear Vicsek models, Proceedings of the 17th International Symposium on Mathematical Theory of Networks and Systems (MTNS2006), Kyoto (Japan), July 2006, 1229-1240. [PDF corrected version]

  34. Julien M. Hendrickx, Baris Fidan, Changbin Yu, Brian D. O. Anderson and Vincent Blondel Elementary operations for the reorganization of minimally persistent formations, Proceedings of the 17th International Symposium on Mathematical Theory of Networks and Systems (MTNS2006), Kyoto (Japan), July 2006, 859-873. [PDF]

  35. Vincent D. Blondel, Julien M. Hendrickx, Alex Olshevsky, and John N. Tsitsiklis, Convergence in Multiagent Coordination, Consensus, and Flocking, Proceedings of the 44th IEEE Conference on Decision and Control, Sevilla (Spain), December 2005.[PDF corrected]

  36. Julien M. Hendrickx, Brian D. O. Anderson and Vincent D. Blondel, Rigidity and persistence of directed graphs, Proceedings of the 44th IEEE Conference on Decision and Control, Sevilla (Spain), December 2005.[PDF]

  37. Julien M. Hendrickx, Baris Fidan, Changbin Yu, Brian D.O. Anderson, and Vincent D. Blondel, Rigidity and Persistence of Three and Higher Dimensional Formations, Proceedings of the 1st International workshop on Multi-Agent Robotic Systems MARS 2005, Barcelona (Spain), September 2005, 39-46.[PDF]

  38. Changbin Yu, Julien M. Hendrickx, Baris Fidan, Brian D.O. Anderson Structural Persistence of Three Dimensional Autonomous Formations Proceedings of the 1st International workshop on Multi-Agent Robotic Systems MARS 2005, Barcelona (Spain), September 2005, 47-55.[PDF]

  39. Philippe. H. Geubelle, Julien M. Hendrickx and Nancy R. Sottos Spectral Scheme for the analysis of Dynamic Delamination of a Thin Film, Proceedings of ICF XI International Symposium on Fracture Mechanics, Turin (Italy), March 2005. [PDF]

Conference abstracts:

  1. Guillaume Vankeerberghen, Julien M. Hendrickx and Raphael M. Jungers, An algebraic method for the Definitive Consensus conjecture, 4th International Symposium on Positive Systems (POSTA 2012), Hamilton Institute (Ireland), September 2012.

  2. Paolo Frasca and Julien M. Hendrickx, Randomized averaging algorithm: decoupling accuracy and convergence rate, Proceedings of the 30th Benelux Meeting on Systems and Control, Lommel (Belgium), March 2012. [PDF]

  3. Julien M. Hendrickx and John N. Tsitsiklis, Convergence of cut-balanced continuous-time consensus systems, Proceedings of the 31th Benelux Meeting on Systems and Control, Heijen (Netherlands), March 2011. [PDF]

  4. Vincent D. Blondel, Julien M. Hendrickx and Raphael Jungers , On the proportion of edges that belong to shortest paths in random graphs, Proceedings of Dynamo's first meeting on Dynamic Networks, Salerno (Italy), May 2007. [PDF]

  5. Vincent D. Blondel, Cristobald de Kerchove, Julien M. Hendrickx and Raphael Jungers, Playing Clobber on a Cycle, Proceedings of the 26th Benelux Meeting on Systems and Control, Lommel (Belgium), March 2007. [PDF]

  6. Vincent D. Blondel, Julien M. Hendrickx and John N. Tsitsiklis, Opinion dynamic models: on the 2R conjecture, Proceedings of the 26th Benelux Meeting on Systems and Control, Lommel (Belgium), March 2007. [PDF]

  7. Philippe. H. Geubelle, Soma Kandula, Julien. M. Hendrickx and Nancy. R. Sottos Laser-induced Delamination Patterned thin film: experiments and spectral analysis Abstracts of Eighth U. S. National Congress on Computational Mechanics, Austin (TX, USA), July 2005. [PDF]

  8. Julien M. Hendrickx, Phillippe H. Geubelle and Nancy R. Sottos Laser-induced failure of patterned thin films: spectral simulations, Caltech Campus Los Angeles (CA, USA), November 2004.

Theses:

  1. Julien M. Hendrickx, Graphs and networks for the analysis of autonomous agent systems, PhD Thesis, Université catholique de Louvain, Department of Mathematical Engineering, February 2008. [PDF]

  2. Julien M. Hendrickx, Spectral Scheme for Analysis of Dynamic Delamination of a Thin Film, Engineering Thesis, Université catholique de Louvain, Faculté des sciences appliquées (research mainly pursued at the University of Illinois at Urbana Champaign, June 2004. [PDF]


Last update : Sept 24, 2018, Responsible : Julien Hendrickx