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On the emergence of local flocking phenomena in Cucker-Smale ensemble : 쿠커-스메일 집단에서의 국소적 플로킹 현상 창발에 관하여

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dc.contributor.advisor하승열-
dc.contributor.author고동남-
dc.date.accessioned2018-05-28T17:12:04Z-
dc.date.available2018-05-28T17:12:04Z-
dc.date.issued2018-02-
dc.identifier.other000000150361-
dc.identifier.urihttps://hdl.handle.net/10371/141146-
dc.description학위논문 (박사)-- 서울대학교 대학원 : 자연과학대학 수리과학부, 2018. 2. 하승열.-
dc.description.abstractWe study the Cucker-Smale model which describes the flocking phenomena. In detail, we focus on the sufficient conditions to achieve the local flocking phenomena in various scenarios and models. The Lyapunov functional approach and bootstrapping argument play key roles to prove the asymptotic stability on emergence of flocking along time evolution. In the Cucker-Smale model, the dynamics of the particles are presented by the couplings proportional to the relative velocities between each pair of particles. The sufficient condition to the global flocking was suggested by Cucker and Smale, while necessary condition or local flocking was not analytically studied.
Our interests covers not only the Cucker-Smale particle model, but also the unit-speed model and the hydrodynamic model. The unit-speed model breaks the symmetry of equations and the hydrodynamic model needs the existence of solutions. The hydrodynamic equations are the macroscopic description through the mean-field limit process of the particle model. We avoid free boundary problems by describing Lagrangian variables.
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dc.description.tableofcontents1 Introduction 8
2 Preliminaries 12
2.1 Flocking phenomena 12
2.2 Two particle results 15
2.3 Review on the global flocking 19
2.4 Cucker-Smale model with unit speed constraint 20
2.4.1 A generalized J-K model 22
2.4.2 A multi-dimensional C-S type model 25
2.5 Hydrodynamic descriptions of Cucker-Smale model 27
3 Existence of bi-cluster flocking 31
3.1 A framework for bi-cluster flocking 31
3.1.1 Reformulation of the C-S model 32
3.1.2 Derivation of a dissipative differential inequalities 35
3.1.3 Well-prepared initial configurations 39
3.2 Analysis of the bi-cluster flocking phenomenon 40
3.2.1 Some elementary estimates in finite-time 40
3.2.2 Bi-cluster flocking estimates 42
3.3 Numerical simulations 46
4 Multi-cluster flocking in terms of coupling strength 49
4.1 Necessary condition for mono-cluster flocking 50
4.1.1 Framework and main result 51
4.1.2 Dynamics of local averages and fluctuations 54
4.1.3 Non-existence of mono-cluster flocking 56
4.2 Emergence of multi-cluster flocking 64
4.2.1 Framework and main result 65
4.2.2 Dynamics of local averages and fluctuations 66
4.2.3 Proof on multi-cluster flocking 67
4.3 Numerical simulations 71
4.3.1 Non-flocking configurations 72
4.3.2 Emergence of multi-cluster flocking 72
5 Existence of bi-cluster flocking with unit speed constraint 75
5.1 A generalized two-dimensional J-K model 75
5.1.1 A reformulation of the J-K model 76
5.1.2 A class of admissible initial data 77
5.1.3 Time-evolution of functionals 78
5.1.4 Emergence of bi-cluster flocking 83
5.2 The multi-dimensional C-S model with the unit speed constraint 86
5.2.1 A reformulation of the C-S model 87
5.2.2 A class of admissible initial data 89
5.2.3 Time-evolution of functionals 90
5.2.4 Emergence of bi-cluster flocking 93
5.3 Numerical simulations 97
6 Multi-cluster flocking with unit speed constraint 100
6.1 A necessary condition for mono-cluster flocking 100
6.1.1 A framework and main result 101
6.1.2 Dynamics of local averages and fluctuations 103
6.1.3 Non-existence of mono-cluster flocking 104
6.2 Emergence of multi-cluster flocking 112
6.2.1 A framework and main result 112
6.2.2 Dynamics of local averages and fluctuations 114
6.2.3 Proof on multi-cluster flocking 117
6.3 Numerical simulations 121
6.3.1 Non-existence of mono-cluster flocking 122
6.3.2 Total separation of particles 122
6.3.3 Emergence of multi-cluster flockings 123
7 Local flocking scenarios with two ensemble coupling network 127
7.1 Emergence of mono-cluster flocking 129
7.1.1 Estimates on moments and functionals 129
7.1.2 Proof on the mono-cluster flocking pheonomena 133
7.2 Emergence of the local flocking phenomena 136
7.2.1 Description of bi-cluster flocking 137
7.2.2 Emergence of bi-cluster flocking 141
7.2.3 Description of partial flocking 149
7.2.4 Emergence of partial flocking 152
8 Bi-cluster flocking on hydrodynamic Cucker-Smale model 158
8.1 Lagrangian formulation and variables 160
8.1.1 Lagrangian formulation 160
8.1.2 Macroscopic quantities 163
8.2 Description of frameworks and main results 166
8.2.1 Description of mono-cluster flocking 167
8.2.2 Description of bi-cluster flocking 168
8.3 Dynamics of the coupled C-S system 170
8.3.1 Dynamics of mono-cluster flocking 171
8.3.2 Bi-cluster flocking 175
8.4 Global existence of classical solutions 182
8.4.1 Local existence of smooth solutions 183
8.4.2 A priori estimates 184
8.4.3 Proof on the global-time flocking phenomena 194
9 Conclusion and future works 195
Appendix A Gronwall type inequalities 197
Bibliography 198
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dc.formatapplication/pdf-
dc.format.extent6523644 bytes-
dc.format.mediumapplication/pdf-
dc.language.isoen-
dc.publisher서울대학교 대학원-
dc.subjectCucker-Smale model-
dc.subjectcritical coupling strength-
dc.subjecthydrodynamic model-
dc.subjectflocking-
dc.subjectmulti-cluster flocking-
dc.subjectdynamical system-
dc.subject.ddc510-
dc.titleOn the emergence of local flocking phenomena in Cucker-Smale ensemble-
dc.title.alternative쿠커-스메일 집단에서의 국소적 플로킹 현상 창발에 관하여-
dc.typeThesis-
dc.contributor.AlternativeAuthorDongnam Ko-
dc.description.degreeDoctor-
dc.contributor.affiliation자연과학대학 수리과학부-
dc.date.awarded2018-02-
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