Index Theory for Dynamical Systems, Part 1: The Basics
Index theory is a powerful global topological method to analyze vector fields, and reveal the existence (or absence) of fixed points and periodic orbits. As in electrostatics, where the vector field along a hypothetical Gaussian surface is used to infer point charges, this method uses the rotation of vectors along a test curve to infer the presence of fixed points. Properties of the index and several examples given.
► Next, Poincare-Hopf index theorem for compact manifolds.
https://youtu.be/CYOzEy0Sptk
► For background on 2D dynamical systems, see
Phase plane introduction https://youtu.be/U4IM7HFzcuY
Classifying 2D fixed points https://youtu.be/7Ewe_tVa5Fs
Linearizing about fixed points https://youtu.be/m0d3sLqPftA
Rabbits versus sheep example https://youtu.be/07V_UNLz0qs
Systems with special structure https://youtu.be/uGUzPZzvPWQ
► From 'Nonlinear Dynamics and Chaos' (online course).
Playlist https://is.gd/NonlinearDynamics
► Dr. Shane Ross, Virginia Tech professor (Caltech PhD)
Subscribe https://is.gd/RossLabSubscribe
► Follow me on Twitter
https://twitter.com/RossDynamicsLab
► Make your own phase portrait
https://is.gd/phaseplane
► Course lecture notes (PDF)
https://is.gd/NonlinearDynamicsNotes
References:
Steven Strogatz, "Nonlinear Dynamics and Chaos", Chapter 6: Phase Plane
► Courses and Playlists by Dr. Ross
📚Attitude Dynamics and Control
https://is.gd/SpaceVehicleDynamics
📚Nonlinear Dynamics and Chaos
https://is.gd/NonlinearDynamics
📚Hamiltonian Dynamics
https://is.gd/AdvancedDynamics
📚Three-Body Problem Orbital Mechanics
https://is.gd/SpaceManifolds
📚Lagrangian and 3D Rigid Body Dynamics
https://is.gd/AnalyticalDynamics
📚Center Manifolds, Normal Forms, and Bifurcations
https://is.gd/CenterManifolds
Charles Conley index theory gradient system autonomous on the plane phase plane are introduced 2D ordinary differential equations 2d ODE vector field topology cylinder bifurcation robustness fragility cusp unfolding perturbations structural stability emergence critical point critical slowing down supercritical bifurcation subcritical bifurcations buckling beam model change of stability nonlinear dynamics dynamical systems differential equations dimensions phase space Poincare Strogatz graphical method Fixed Point Equilibrium Equilibria Stability Stable Point Unstable Point Linear Stability Analysis Vector Field Two-Dimensional 2-dimensional Functions Hamiltonian Hamilton streamlines weather vortex dynamics point vortices pendulum Newton's Second Law Conservation of Energy topology
#NonlinearDynamics #DynamicalSystems #VectorFields #topology #IndexTheory #EnergyConservation #Hamiltonian #Streamfunction #Streamlines #Vortex #SkewGradient #Gradient #PopulationBiology #FixedPoint #DifferentialEquations #Bifurcation #SaddleNode #Eigenvalues #HyperbolicPoints #NonHyperbolicPoint #CuspBifurcation #CriticalPoint #buckling #PitchforkBifurcation #robust #StructuralStability #DifferentialEquations #dynamics #dimensions #PhaseSpace #PhasePortrait #PhasePlane #Poincare #Strogatz #Wiggins #VectorField #GraphicalMethod #FixedPoints #EquilibriumPoints #Stability #NonlinearODEs #StablePoint #UnstablePoint #Stability #LinearStability #LinearStabilityAnalysis #StabilityAnalysis #VectorField #TwoDimensional #Functions #PopulationGrowth #DynamicalSystems #PopulationDynamics #Population #Logistic #GradientSystem #GradientVectorField #Cylinder #Pendulum #Newton #LawOfMotion
Видео Index Theory for Dynamical Systems, Part 1: The Basics канала Dr. Shane Ross
► Next, Poincare-Hopf index theorem for compact manifolds.
https://youtu.be/CYOzEy0Sptk
► For background on 2D dynamical systems, see
Phase plane introduction https://youtu.be/U4IM7HFzcuY
Classifying 2D fixed points https://youtu.be/7Ewe_tVa5Fs
Linearizing about fixed points https://youtu.be/m0d3sLqPftA
Rabbits versus sheep example https://youtu.be/07V_UNLz0qs
Systems with special structure https://youtu.be/uGUzPZzvPWQ
► From 'Nonlinear Dynamics and Chaos' (online course).
Playlist https://is.gd/NonlinearDynamics
► Dr. Shane Ross, Virginia Tech professor (Caltech PhD)
Subscribe https://is.gd/RossLabSubscribe
► Follow me on Twitter
https://twitter.com/RossDynamicsLab
► Make your own phase portrait
https://is.gd/phaseplane
► Course lecture notes (PDF)
https://is.gd/NonlinearDynamicsNotes
References:
Steven Strogatz, "Nonlinear Dynamics and Chaos", Chapter 6: Phase Plane
► Courses and Playlists by Dr. Ross
📚Attitude Dynamics and Control
https://is.gd/SpaceVehicleDynamics
📚Nonlinear Dynamics and Chaos
https://is.gd/NonlinearDynamics
📚Hamiltonian Dynamics
https://is.gd/AdvancedDynamics
📚Three-Body Problem Orbital Mechanics
https://is.gd/SpaceManifolds
📚Lagrangian and 3D Rigid Body Dynamics
https://is.gd/AnalyticalDynamics
📚Center Manifolds, Normal Forms, and Bifurcations
https://is.gd/CenterManifolds
Charles Conley index theory gradient system autonomous on the plane phase plane are introduced 2D ordinary differential equations 2d ODE vector field topology cylinder bifurcation robustness fragility cusp unfolding perturbations structural stability emergence critical point critical slowing down supercritical bifurcation subcritical bifurcations buckling beam model change of stability nonlinear dynamics dynamical systems differential equations dimensions phase space Poincare Strogatz graphical method Fixed Point Equilibrium Equilibria Stability Stable Point Unstable Point Linear Stability Analysis Vector Field Two-Dimensional 2-dimensional Functions Hamiltonian Hamilton streamlines weather vortex dynamics point vortices pendulum Newton's Second Law Conservation of Energy topology
#NonlinearDynamics #DynamicalSystems #VectorFields #topology #IndexTheory #EnergyConservation #Hamiltonian #Streamfunction #Streamlines #Vortex #SkewGradient #Gradient #PopulationBiology #FixedPoint #DifferentialEquations #Bifurcation #SaddleNode #Eigenvalues #HyperbolicPoints #NonHyperbolicPoint #CuspBifurcation #CriticalPoint #buckling #PitchforkBifurcation #robust #StructuralStability #DifferentialEquations #dynamics #dimensions #PhaseSpace #PhasePortrait #PhasePlane #Poincare #Strogatz #Wiggins #VectorField #GraphicalMethod #FixedPoints #EquilibriumPoints #Stability #NonlinearODEs #StablePoint #UnstablePoint #Stability #LinearStability #LinearStabilityAnalysis #StabilityAnalysis #VectorField #TwoDimensional #Functions #PopulationGrowth #DynamicalSystems #PopulationDynamics #Population #Logistic #GradientSystem #GradientVectorField #Cylinder #Pendulum #Newton #LawOfMotion
Видео Index Theory for Dynamical Systems, Part 1: The Basics канала Dr. Shane Ross
Показать
Комментарии отсутствуют
Информация о видео
Другие видео канала
![Chaotic Atmospheric Dynamics, Hurricanes & Disease Spread](https://i.ytimg.com/vi/7lbHNMzTtmA/default.jpg)
![Index Theory for Dynamical Systems, Part 2: Poincaré-Hopf Index Theorem | You Can't Comb a Coconut](https://i.ytimg.com/vi/CYOzEy0Sptk/default.jpg)
![ALPHA Field Campaign, Week 1 Experiments 2018](https://i.ytimg.com/vi/m6jQ9fNK_SU/default.jpg)
![Trajectory Types Near L1, L2, & L3 in the Three Body Problem - Theory and MATLAB Examples | Topic 11](https://i.ytimg.com/vi/WeXEPHzJqQQ/default.jpg)
![Jumping and Slam Dunking on the Moon](https://i.ytimg.com/vi/SO4MK7D95Fg/default.jpg)
![Time Series Analysis Introduction](https://i.ytimg.com/vi/R4tcKNJe3xw/default.jpg)
![Control Moment Gyroscopes & Falling Cats: Attitude Control](https://i.ytimg.com/vi/HFKKq6tmaZQ/default.jpg)
![Selection of Attitude Coordinates](https://i.ytimg.com/vi/Td4r15HXzAA/default.jpg)
![Moon's Velocity & Acceleration with Respect to Sun | Worked Example with Kinematic Transport Theorem](https://i.ytimg.com/vi/ZwZkU-LuD-Y/default.jpg)
![Don't Use the Rainbow Color Map](https://i.ytimg.com/vi/ZOyS8xm6W78/default.jpg)
![Bead in a Rotating Hoop, Part 2: High Damping Limit](https://i.ytimg.com/vi/UOQxFf1eSJs/default.jpg)
![Professor Shane Ross Introduction](https://i.ytimg.com/vi/iAlNnYJinRs/default.jpg)
![Optimal Trajectory in a Time-Varying 3D Flow | Front Propagation Method #shorts](https://i.ytimg.com/vi/vFRKxW2HKYM/default.jpg)
![Geometry of Transition Dynamics in 3 Degrees of Freedom Systems with Energy Dissipation #shorts](https://i.ytimg.com/vi/7DEfIhXW0Ds/default.jpg)
![3-Body Problem Jacobi Constant, Zero Velocity Curves, Hill Regions of Possible Motion | Topic 6](https://i.ytimg.com/vi/_pzpf_j6ZVM/default.jpg)
![3D-Printed Bio-Inspired Microfliers- Autorotating Maple Seeds](https://i.ytimg.com/vi/MHKPs82Kvfc/default.jpg)
![Bifurcations Part 4- Robustness of Bifurcations Under Perturbation](https://i.ytimg.com/vi/oQnWVmt_A3U/default.jpg)
![Conservative Systems - Nonlinear Systems with Special Structure, Part 3](https://i.ytimg.com/vi/pY4VOskRUGA/default.jpg)
![Baker's Map- Simple 2D Map with a Fractal Chaotic Attractor](https://i.ytimg.com/vi/eBEY2c4vwpw/default.jpg)
![System of Particles | Dynamics, Energy & Momenta](https://i.ytimg.com/vi/ANU9VuTxTmc/default.jpg)
![FTLE field and LCS without particle integration](https://i.ytimg.com/vi/EG1BfCV-LPg/default.jpg)