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2017 | OriginalPaper | Chapter

Emergent Dynamics of the Cucker–Smale Flocking Model and Its Variants

Authors : Young-Pil Choi, Seung-Yeal Ha, Zhuchun Li

Published in: Active Particles, Volume 1

Publisher: Springer International Publishing

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Abstract

In this chapter, we present the Cucker–Smale-type flocking models and discuss their mathematical structures and flocking theorems in terms of coupling strength, interaction topologies, and initial data. In 2007, two mathematicians Felipe Cucker and Steve Smale introduced a second-order particle model which resembles Newton’s equations in N-body system and present how their simple model can exhibit emergent flocking behavior under sufficient conditions expressed only in terms of parameters and initial data. After Cucker–Smale’s seminal works in [31, 32], their model has received lots of attention from applied math and control engineering communities. We discuss the state of the art for the flocking theorems to Cucker–Smale-type flocking models.

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Literature
1.
go back to reference Ahn, S., Choi, H., Ha, S.-Y., and Lee, H.: On the collision avoiding initial-congurations to the Cucker-Smale type flocking models, Comm. Math. Sci. 10, 625–643 (2012).CrossRefMATH Ahn, S., Choi, H., Ha, S.-Y., and Lee, H.: On the collision avoiding initial-congurations to the Cucker-Smale type flocking models, Comm. Math. Sci. 10, 625–643 (2012).CrossRefMATH
2.
go back to reference Bae, H.-O., Choi, Y.-P., Ha, S.-Y., and Kang, M.-J.: Time-asymptotic interacton of flocking particles and incompressible viscous fluid, Nonlinearity 25, 1155–1177 (2012).MathSciNetCrossRefMATH Bae, H.-O., Choi, Y.-P., Ha, S.-Y., and Kang, M.-J.: Time-asymptotic interacton of flocking particles and incompressible viscous fluid, Nonlinearity 25, 1155–1177 (2012).MathSciNetCrossRefMATH
3.
go back to reference Bae, H.-O., Choi, Y.-P., Ha, S.-Y., and Kang, M.-J.: Asymptotic flocking dynamics of Cucker-Smale particles immersed in compressible fluids, Disc. and Cont. Dyn. Sys. 34, 4419–4458 (2014).MathSciNetCrossRefMATH Bae, H.-O., Choi, Y.-P., Ha, S.-Y., and Kang, M.-J.: Asymptotic flocking dynamics of Cucker-Smale particles immersed in compressible fluids, Disc. and Cont. Dyn. Sys. 34, 4419–4458 (2014).MathSciNetCrossRefMATH
4.
go back to reference Bae, H.-O., Choi, Y.-P., Ha, S.-Y., and Kang, M.-J.: Global existence of strong solution for the Cucker-Smale-Navier-Stokes system, J. Diff. Eqns. 257, 2225–2255 (2014).MathSciNetCrossRefMATH Bae, H.-O., Choi, Y.-P., Ha, S.-Y., and Kang, M.-J.: Global existence of strong solution for the Cucker-Smale-Navier-Stokes system, J. Diff. Eqns. 257, 2225–2255 (2014).MathSciNetCrossRefMATH
5.
go back to reference Bae, H.-O., Choi, Y.-P., Ha, S.-Y., and Kang, M.-J.: Global existence of strong solutions to the Cucker-Smale-Stokes system, J. Math. Fluid Mech., 18, 381–396 (2016). Bae, H.-O., Choi, Y.-P., Ha, S.-Y., and Kang, M.-J.: Global existence of strong solutions to the Cucker-Smale-Stokes system, J. Math. Fluid Mech., 18, 381–396 (2016).
6.
go back to reference Ballerini, M., Cabibbo, N., Candelier, R., et al.: Interaction ruling animal collective behavior depends on topological rather than metric distance: Evidence from a field study, Proc. Nat. Acad. Sci. 105, 1232–1237 (2008).CrossRef Ballerini, M., Cabibbo, N., Candelier, R., et al.: Interaction ruling animal collective behavior depends on topological rather than metric distance: Evidence from a field study, Proc. Nat. Acad. Sci. 105, 1232–1237 (2008).CrossRef
7.
go back to reference Boudin, L., Desvillettes, L., and Motte, R.: A modelling of compressible droplets in a fluid, Comm. Math. Sci. 1, 657–669 (2003).CrossRefMATH Boudin, L., Desvillettes, L., and Motte, R.: A modelling of compressible droplets in a fluid, Comm. Math. Sci. 1, 657–669 (2003).CrossRefMATH
8.
go back to reference Cañizo, J. A., Carrillo, J. A., and Rosado, J.: A well-posedness theory in measures for some kinetic models of collective motion, Math. Mod. Meth. Appl. Sci. 21, 515–539 (2011).MathSciNetCrossRefMATH Cañizo, J. A., Carrillo, J. A., and Rosado, J.: A well-posedness theory in measures for some kinetic models of collective motion, Math. Mod. Meth. Appl. Sci. 21, 515–539 (2011).MathSciNetCrossRefMATH
9.
go back to reference Carrillo, J. A., Choi, Y.-P., and Hauray, M.: Local well-posedness of the generalized Cucker-Smale model, ESAIM: Proc. 47, 17–35 (2014). Carrillo, J. A., Choi, Y.-P., and Hauray, M.: Local well-posedness of the generalized Cucker-Smale model, ESAIM: Proc. 47, 17–35 (2014).
10.
go back to reference Carrillo, J. A., Choi, Y.-P., Hauray, M., and Salem, S.: Mean-field limit for collective behavior models with sharp sensitivity regions, to appear in J. Eur. Math. Soc. Carrillo, J. A., Choi, Y.-P., Hauray, M., and Salem, S.: Mean-field limit for collective behavior models with sharp sensitivity regions, to appear in J. Eur. Math. Soc.
11.
go back to reference Carrillo, J. A., Choi, Y.-P., and Karper, T.: On the analysis of a coupled kinetic-fluid model with local alignment forces, Annales de I’IHP-ANL, 33, (2016), 273–307. Carrillo, J. A., Choi, Y.-P., and Karper, T.: On the analysis of a coupled kinetic-fluid model with local alignment forces, Annales de I’IHP-ANL, 33, (2016), 273–307.
12.
go back to reference Carrillo, J. A., Choi, Y.-P., and Peszek, J.: Sharp Conditions to avoid collisions in singular Cucker-Smale interactions, Preprint. Carrillo, J. A., Choi, Y.-P., and Peszek, J.: Sharp Conditions to avoid collisions in singular Cucker-Smale interactions, Preprint.
13.
go back to reference Carrillo, J. A., Choi, Y.-P., Tadmor, E., and Tan, C.: Critical thresholds in 1D Euler equations with nonlocal interaction forces, Math. Mod. Meth. Appl. Sci. 26, 185–206 (2016).CrossRefMATH Carrillo, J. A., Choi, Y.-P., Tadmor, E., and Tan, C.: Critical thresholds in 1D Euler equations with nonlocal interaction forces, Math. Mod. Meth. Appl. Sci. 26, 185–206 (2016).CrossRefMATH
14.
go back to reference Carrillo, J. A., Fornasier, M., Toscani, G. and Vecil, F.: Particle, kinetic and hydrodynamic models of swarming. In Mathematical modeling of collective behavior in Socio-Economic and Life Sciences, 297–336 (2010). Carrillo, J. A., Fornasier, M., Toscani, G. and Vecil, F.: Particle, kinetic and hydrodynamic models of swarming. In Mathematical modeling of collective behavior in Socio-Economic and Life Sciences, 297–336 (2010).
15.
go back to reference Carrillo, J. A., Fornasier, M. Rosado, J., and Toscani, G.: Asymptotic flocking dynamics for the kinetic Cucker-Smale model, SIAM J. Math. Anal. 42, 218–236 (2010).MathSciNetCrossRefMATH Carrillo, J. A., Fornasier, M. Rosado, J., and Toscani, G.: Asymptotic flocking dynamics for the kinetic Cucker-Smale model, SIAM J. Math. Anal. 42, 218–236 (2010).MathSciNetCrossRefMATH
16.
17.
go back to reference Cho, J., Ha, S.-Y., Huang, F., Jin, C. and D. Ko: Emergence of bi-cluster flocking for agent-based models with unit speed constraint. Analysis and Applications 14, 39–73 (2016).MathSciNetCrossRefMATH Cho, J., Ha, S.-Y., Huang, F., Jin, C. and D. Ko: Emergence of bi-cluster flocking for agent-based models with unit speed constraint. Analysis and Applications 14, 39–73 (2016).MathSciNetCrossRefMATH
18.
go back to reference Choi, Y.-P.: Global classical solutions of the Vlasov-Fokker-Planck equation with local alignment forces, Nonlinearity, 29, (2016), 1887–1916. Choi, Y.-P.: Global classical solutions of the Vlasov-Fokker-Planck equation with local alignment forces, Nonlinearity, 29, (2016), 1887–1916.
19.
go back to reference Choi, Y.-P.: Large-time behavior for the Vlasov/compressible Navier-Stokes equations, J. Math. Phys., 57, 071501, (2016). Choi, Y.-P.: Large-time behavior for the Vlasov/compressible Navier-Stokes equations, J. Math. Phys., 57, 071501, (2016).
20.
21.
go back to reference Choi, Y.-P.: Global classical solutions and large-time behavior of the two-phase fluid model, SIAM J. Math. Anal., 48, (2016), 3090–3122. Choi, Y.-P.: Global classical solutions and large-time behavior of the two-phase fluid model, SIAM J. Math. Anal., 48, (2016), 3090–3122.
22.
go back to reference Choi, Y.-P.: Finite-time blow-up phenomena of Vlasov/Navier-Stokes equations and related systems, preprint. Choi, Y.-P.: Finite-time blow-up phenomena of Vlasov/Navier-Stokes equations and related systems, preprint.
23.
go back to reference Choi, Y.-P. and Lee, J.: Global existence of weak and strong solutions to Cucker-Smale-Navier-Stokes equations in \({\mathbb{R}}^{2}\), Nonlinear Anal.-Real. 27, 158–182 (2016). Choi, Y.-P. and Lee, J.: Global existence of weak and strong solutions to Cucker-Smale-Navier-Stokes equations in \({\mathbb{R}}^{2}\), Nonlinear Anal.-Real. 27, 158–182 (2016).
24.
go back to reference Choi, Y.-P. and Kwon, B.: Two-species flocking particles immersed in a fluid, Comm. Info. Sys. 13, 123–149 (2013).MathSciNetMATH Choi, Y.-P. and Kwon, B.: Two-species flocking particles immersed in a fluid, Comm. Info. Sys. 13, 123–149 (2013).MathSciNetMATH
25.
go back to reference Choi, Y.-P. and Kwon, B.: Global well-posedness and large-time behavior for the inhomogeneous Vlasov-Navier-Stokes equations, Nonlinearity 28, 3309–3336 (2015).MathSciNetCrossRefMATH Choi, Y.-P. and Kwon, B.: Global well-posedness and large-time behavior for the inhomogeneous Vlasov-Navier-Stokes equations, Nonlinearity 28, 3309–3336 (2015).MathSciNetCrossRefMATH
26.
go back to reference Choi, Y.-P. and Kwon, B.: The Cauchy problem for the pressureless Euler/isentropic Navier-Stokes equations, J. Diff. Eqns., 261, 654–711 (2016). Choi, Y.-P. and Kwon, B.: The Cauchy problem for the pressureless Euler/isentropic Navier-Stokes equations, J. Diff. Eqns., 261, 654–711 (2016).
27.
go back to reference Cucker, F., and Dong J.G.: On the critical exponent for flocks under hierarchical leadership, Math. Mod. Meth. Appl. Sci. 19, 1391–1404 (2009).MathSciNetCrossRefMATH Cucker, F., and Dong J.G.: On the critical exponent for flocks under hierarchical leadership, Math. Mod. Meth. Appl. Sci. 19, 1391–1404 (2009).MathSciNetCrossRefMATH
29.
go back to reference Cao, M., Morse, A. S., and Anderson, B. D. O.: Reaching a consensus in a dynamically changing environment: A graphic approach, SIAM J. Control Optim. 47, 575–600 (2008).MathSciNetCrossRefMATH Cao, M., Morse, A. S., and Anderson, B. D. O.: Reaching a consensus in a dynamically changing environment: A graphic approach, SIAM J. Control Optim. 47, 575–600 (2008).MathSciNetCrossRefMATH
30.
go back to reference Cao, M., Morse, A. S., and Anderson, B. D. O.: Reaching a consensus in a dynamically changing environment: Vonvergence rates, meansurement delays, and asynchronous events, SIAM J. Control Optim. 47, 601–623 (2008).MathSciNetCrossRefMATH Cao, M., Morse, A. S., and Anderson, B. D. O.: Reaching a consensus in a dynamically changing environment: Vonvergence rates, meansurement delays, and asynchronous events, SIAM J. Control Optim. 47, 601–623 (2008).MathSciNetCrossRefMATH
31.
33.
go back to reference Dalmao, F., and Mordecki, E.: Cucker-Smale flocking under hierarchical leadership and random interactions, SIAM J. Appl. Math. 71, 1307–1316 (2010).MathSciNetCrossRefMATH Dalmao, F., and Mordecki, E.: Cucker-Smale flocking under hierarchical leadership and random interactions, SIAM J. Appl. Math. 71, 1307–1316 (2010).MathSciNetCrossRefMATH
34.
go back to reference Diestel, R.: Graph Theory, Graduate Texts in Mathematics New York, U.S.A.: Springer-Verlag, (1997). Diestel, R.: Graph Theory, Graduate Texts in Mathematics New York, U.S.A.: Springer-Verlag, (1997).
36.
37.
go back to reference Ha, S.-Y., Kang, M.-J., and Kwon, B.: A hydrodynamic model for the interaction of Cucker-Smale particles and incompressible fluid, Math. Mod. Meth. Appl. Sci. 24, 2311–2359 (2014).MathSciNetCrossRefMATH Ha, S.-Y., Kang, M.-J., and Kwon, B.: A hydrodynamic model for the interaction of Cucker-Smale particles and incompressible fluid, Math. Mod. Meth. Appl. Sci. 24, 2311–2359 (2014).MathSciNetCrossRefMATH
38.
go back to reference Ha, S.-Y., Kang, M.-J., and Kwon, B.: Emergent dynamics for the hydrodynamic Cucker-Smale system in a moving domain, SIAM. Math. Anal. 47, 3813–3831 (2015).MathSciNetCrossRefMATH Ha, S.-Y., Kang, M.-J., and Kwon, B.: Emergent dynamics for the hydrodynamic Cucker-Smale system in a moving domain, SIAM. Math. Anal. 47, 3813–3831 (2015).MathSciNetCrossRefMATH
39.
go back to reference Ha, S.-Y., Ko, D., Zhang, Y. and Zhang, X.: Emergent dynamics in the interactions of Cucker-Smale ensembles, to appear in Kinetic and Related Models. Ha, S.-Y., Ko, D., Zhang, Y. and Zhang, X.: Emergent dynamics in the interactions of Cucker-Smale ensembles, to appear in Kinetic and Related Models.
40.
go back to reference Ha, S.-Y., Ko, D. and Zhang, Y.: A criterion for non-flocking and emergence of multi-cluster flocking for the Cucker-Smale model, to appear in Math. Mod. Meth. Appl. Sci. Ha, S.-Y., Ko, D. and Zhang, Y.: A criterion for non-flocking and emergence of multi-cluster flocking for the Cucker-Smale model, to appear in Math. Mod. Meth. Appl. Sci.
41.
go back to reference Ha, S.-Y. and Liu, J.-G.: A simple proof of Cucker-Smale flocking dynamics and mean field limit. Comm. Math. Sci. 7, 297–325 (2009).MathSciNetCrossRefMATH Ha, S.-Y. and Liu, J.-G.: A simple proof of Cucker-Smale flocking dynamics and mean field limit. Comm. Math. Sci. 7, 297–325 (2009).MathSciNetCrossRefMATH
42.
go back to reference Ha, S.-Y. and Tadmor, E.: From particle to kinetic and hydrodynamic description of flocking, Kinetic and Related Models 1, 415–435 (2008).MathSciNetCrossRefMATH Ha, S.-Y. and Tadmor, E.: From particle to kinetic and hydrodynamic description of flocking, Kinetic and Related Models 1, 415–435 (2008).MathSciNetCrossRefMATH
43.
go back to reference Haskovec, J.: Flocking dynamics and mean-field limit in the Cucker-Smale-type model with topological interactions, Physica D 261, 42–51 (2013).MathSciNetCrossRefMATH Haskovec, J.: Flocking dynamics and mean-field limit in the Cucker-Smale-type model with topological interactions, Physica D 261, 42–51 (2013).MathSciNetCrossRefMATH
44.
go back to reference Jadbabaie, A., Lin, J., and Morse, A.: Coordination of groups of mobile autonomous agents using nearest neighbor rules, IEEE Trans. Autom. Control 48 988-1001 (2003).MathSciNetCrossRef Jadbabaie, A., Lin, J., and Morse, A.: Coordination of groups of mobile autonomous agents using nearest neighbor rules, IEEE Trans. Autom. Control 48 988-1001 (2003).MathSciNetCrossRef
45.
go back to reference Karper, T. K., Mellet, A., and Trivisa, K.: Hydrodynamic limit of the kinetic Cucker-Smale flocking model 25, 131–163 (2015). Karper, T. K., Mellet, A., and Trivisa, K.: Hydrodynamic limit of the kinetic Cucker-Smale flocking model 25, 131–163 (2015).
46.
48.
go back to reference Li, Z., Ha, S.-Y., and Xue, X.: Emergent phenomena in an ensemble of Cucker-Smale particles under joint rooted leadership, Math. Mod. Meth. Appl. Sci. 24, 1389–1419 (2014).MathSciNetCrossRefMATH Li, Z., Ha, S.-Y., and Xue, X.: Emergent phenomena in an ensemble of Cucker-Smale particles under joint rooted leadership, Math. Mod. Meth. Appl. Sci. 24, 1389–1419 (2014).MathSciNetCrossRefMATH
49.
go back to reference Leonard, N. E., Paley, D. A., Lekien, F., Sepulchre, R., Fratantoni, D.M. and Davis, R. E.: Collective motion, sensor networks and ocean sampling, Proc. IEEE 95, 48–74 (2007).CrossRef Leonard, N. E., Paley, D. A., Lekien, F., Sepulchre, R., Fratantoni, D.M. and Davis, R. E.: Collective motion, sensor networks and ocean sampling, Proc. IEEE 95, 48–74 (2007).CrossRef
50.
go back to reference Li, Z. and Xue, X.: Cucker-Smale flocking under rooted leadership with fixed and switching topologies, SIAM J. Appl. Math. 70, 3156–3174 (2010).MathSciNetCrossRefMATH Li, Z. and Xue, X.: Cucker-Smale flocking under rooted leadership with fixed and switching topologies, SIAM J. Appl. Math. 70, 3156–3174 (2010).MathSciNetCrossRefMATH
52.
go back to reference Motsch, S. and Tadmor, E.: A new model for self-organized dynamics and its flocking behavior, J. Stat. Phys. 144, 923–947 (2011).MathSciNetCrossRefMATH Motsch, S. and Tadmor, E.: A new model for self-organized dynamics and its flocking behavior, J. Stat. Phys. 144, 923–947 (2011).MathSciNetCrossRefMATH
53.
go back to reference Nagy, M., Ákos, Z., Biro, D., and Vicsek, T.: Hierarchical group dynamics in pigeon flocks, Nature 464, 890–893 (2010).CrossRef Nagy, M., Ákos, Z., Biro, D., and Vicsek, T.: Hierarchical group dynamics in pigeon flocks, Nature 464, 890–893 (2010).CrossRef
54.
go back to reference O’Rourke, P.: Collective drop effects on vaporising liquid sprays, Ph. D. Thesis, Princeton University, Princeton, NJ, 1981. O’Rourke, P.: Collective drop effects on vaporising liquid sprays, Ph. D. Thesis, Princeton University, Princeton, NJ, 1981.
55.
go back to reference Paley, D.A., Leonard, N. E., Sepulchre, R., Grunbaum, D. and Parrish, J. K.: Oscillator models and collective motion, IEEE Control Systems 27, 89–105 (2007).CrossRef Paley, D.A., Leonard, N. E., Sepulchre, R., Grunbaum, D. and Parrish, J. K.: Oscillator models and collective motion, IEEE Control Systems 27, 89–105 (2007).CrossRef
56.
go back to reference Park, J., Kim, H., and Ha, S.-Y.: Cucker-Smale flocking with inter-particle bonding forces, IEEE Tran. Automatic Control 55, 2617–2623 (2010).MathSciNetCrossRef Park, J., Kim, H., and Ha, S.-Y.: Cucker-Smale flocking with inter-particle bonding forces, IEEE Tran. Automatic Control 55, 2617–2623 (2010).MathSciNetCrossRef
57.
go back to reference Perea, L., Gómez, G., and Elosegui, P.: Extension of the Cucker-Smale control law to space flight formation, J. Guidance, Control and Dynamics 32, 526–536 (2009).CrossRef Perea, L., Gómez, G., and Elosegui, P.: Extension of the Cucker-Smale control law to space flight formation, J. Guidance, Control and Dynamics 32, 526–536 (2009).CrossRef
58.
go back to reference Reynolds, C. W.: Flocks, herds and schools: A distributed behavioral model, Proceeding SIGGRAPH 87 Proceedings of the 14th annual conference on Computer graphics and interactive techniques 25–34 (1987). Reynolds, C. W.: Flocks, herds and schools: A distributed behavioral model, Proceeding SIGGRAPH 87 Proceedings of the 14th annual conference on Computer graphics and interactive techniques 25–34 (1987).
59.
go back to reference Ranz, W. and Marshall, W.: Evaporization from drops, Chem. Eng. Prog. 48, 141–180 (1952). Ranz, W. and Marshall, W.: Evaporization from drops, Chem. Eng. Prog. 48, 141–180 (1952).
61.
go back to reference Spannenberg, A. and Galvin, K. P.: Continuous differential sedimentation of a binary suspension, Chem. Eng. Aust. 21, 7–11 (1996). Spannenberg, A. and Galvin, K. P.: Continuous differential sedimentation of a binary suspension, Chem. Eng. Aust. 21, 7–11 (1996).
62.
go back to reference Tadmor, E. and Tan, C.: Critical thresholds in flocking hydrodynamics with nonlocal alignment, Proc. Royal Soc. A, 372:20130401 (2014).MathSciNetMATH Tadmor, E. and Tan, C.: Critical thresholds in flocking hydrodynamics with nonlocal alignment, Proc. Royal Soc. A, 372:20130401 (2014).MathSciNetMATH
63.
go back to reference Toner, J. and Tu, Y.: Flocks, herds, and Schools: A quantitative theory of flocking, Physical Review E. 58, 4828–4858 (1998).MathSciNetCrossRef Toner, J. and Tu, Y.: Flocks, herds, and Schools: A quantitative theory of flocking, Physical Review E. 58, 4828–4858 (1998).MathSciNetCrossRef
64.
go back to reference Vicsek, T., Czirók, A., Ben-Jacob, E., Cohen I., and Shochet O.: Novel type of phase transition in a system of self-driven particles, Phys. Rev. Lett. 75, 1226–1229 (1995).MathSciNetCrossRef Vicsek, T., Czirók, A., Ben-Jacob, E., Cohen I., and Shochet O.: Novel type of phase transition in a system of self-driven particles, Phys. Rev. Lett. 75, 1226–1229 (1995).MathSciNetCrossRef
65.
go back to reference Vinkovic, I., Aguirre, C., Simoëns S., and Gorokhovski, M.: Large eddy simulation of droplet dispersion for inhomogeneous turbulent wall flow, Int. J. Multiph. Flow 32, 344–364 (2006).CrossRefMATH Vinkovic, I., Aguirre, C., Simoëns S., and Gorokhovski, M.: Large eddy simulation of droplet dispersion for inhomogeneous turbulent wall flow, Int. J. Multiph. Flow 32, 344–364 (2006).CrossRefMATH
66.
67.
go back to reference Xue, X., and Guo, L.: A kind of nonnegative matrices and its application on the stability of discrete dynamical systems, J. Math. Anal. Appl. 331, 1113–1121 (2007).MathSciNetCrossRefMATH Xue, X., and Guo, L.: A kind of nonnegative matrices and its application on the stability of discrete dynamical systems, J. Math. Anal. Appl. 331, 1113–1121 (2007).MathSciNetCrossRefMATH
68.
go back to reference Xue, X., and Li, Z.: Asymptotic stability analysis of a kind of switched positive linear discrete systems, IEEE Trans. Autom. Control 55, 2198–2203 (2010).MathSciNetCrossRef Xue, X., and Li, Z.: Asymptotic stability analysis of a kind of switched positive linear discrete systems, IEEE Trans. Autom. Control 55, 2198–2203 (2010).MathSciNetCrossRef
Metadata
Title
Emergent Dynamics of the Cucker–Smale Flocking Model and Its Variants
Authors
Young-Pil Choi
Seung-Yeal Ha
Zhuchun Li
Copyright Year
2017
DOI
https://doi.org/10.1007/978-3-319-49996-3_8

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