August 16, Alice in Stretch & SqueezeLand: 15 Knife Map. Chapter Summary-01. Overview-01. Overview-02. Rossler-01. Rossler-02.

Similar documents
Example Chaotic Maps (that you can analyze)

One Dimensional Dynamical Systems

The Big, Big Picture (Bifurcations II)

One dimensional Maps

Unit Ten Summary Introduction to Dynamical Systems and Chaos

Solution to Homework #4 Roy Malka

PHY411 Lecture notes Part 4

4 Problem Set 4 Bifurcations

CHALMERS, GÖTEBORGS UNIVERSITET. EXAM for DYNAMICAL SYSTEMS. COURSE CODES: TIF 155, FIM770GU, PhD

Math 345 Intro to Math Biology Lecture 7: Models of System of Nonlinear Difference Equations

A Novel Three Dimension Autonomous Chaotic System with a Quadratic Exponential Nonlinear Term

Chapter 3. Gumowski-Mira Map. 3.1 Introduction

Lecture2 The implicit function theorem. Bifurcations.

Bifurcation of Fixed Points

Physics Department Drexel University Philadelphia, PA

CHALMERS, GÖTEBORGS UNIVERSITET. EXAM for DYNAMICAL SYSTEMS. COURSE CODES: TIF 155, FIM770GU, PhD

Problem Set Number 5, j/2.036j MIT (Fall 2014)

The Existence of Chaos in the Lorenz System

11 Chaos in Continuous Dynamical Systems.

Mechanisms of Chaos: Stable Instability

Lecture3 The logistic family.

Practice Problems for Final Exam

NONLINEAR DYNAMICS PHYS 471 & PHYS 571

2017, James Sethna, all rights reserved. This exercise was developed in collaboration with Christopher Myers.

8.1 Bifurcations of Equilibria

Dynamical Systems and Chaos Part I: Theoretical Techniques. Lecture 4: Discrete systems + Chaos. Ilya Potapov Mathematics Department, TUT Room TD325

Introduction Knot Theory Nonlinear Dynamics Topology in Chaos Open Questions Summary. Topology in Chaos

DIFFERENTIAL EQUATIONS, DYNAMICAL SYSTEMS, AND AN INTRODUCTION TO CHAOS

Physics Department Drexel University Philadelphia, PA 19104

2 Discrete growth models, logistic map (Murray, Chapter 2)

CHAOS/FRACTAL

WHAT IS A CHAOTIC ATTRACTOR?

DYNAMICAL SYSTEMS. I Clark: Robinson. Stability, Symbolic Dynamics, and Chaos. CRC Press Boca Raton Ann Arbor London Tokyo

DIFFERENTIAL EQUATIONS, DYNAMICAL SYSTEMS, AND AN INTRODUCTION TO CHAOS

APPLIED SYMBOLIC DYNAMICS AND CHAOS

Stability of Dynamical systems

Dynamical Systems with Applications

Bifurcations in the Quadratic Map

BIFURCATIONS AND STRANGE ATTRACTORS IN A CLIMATE RELATED SYSTEM

f[x_, μ_] := 4. μ... Nest[f[#,...] &,...,...] Plot[{x, f[...]}, {x, 0, 1}, AspectRatio Equal]

More Details Fixed point of mapping is point that maps into itself, i.e., x n+1 = x n.

Chapitre 4. Transition to chaos. 4.1 One-dimensional maps

RELAXATION AND TRANSIENTS IN A TIME-DEPENDENT LOGISTIC MAP

Chapter 4. Transition towards chaos. 4.1 One-dimensional maps

Fundamentals of Dynamical Systems / Discrete-Time Models. Dr. Dylan McNamara people.uncw.edu/ mcnamarad

A useful canonical form for low dimensional attractors

Chaos. Dr. Dylan McNamara people.uncw.edu/mcnamarad

Stability and Bifurcation in the Hénon Map and its Generalizations

Solutions to homework assignment #7 Math 119B UC Davis, Spring for 1 r 4. Furthermore, the derivative of the logistic map is. L r(x) = r(1 2x).

Solutions for B8b (Nonlinear Systems) Fake Past Exam (TT 10)

Invariant manifolds of the Bonhoeffer-van der Pol oscillator

Physics Department Drexel University Philadelphia, PA

Finding numerically Newhouse sinks near a homoclinic tangency and investigation of their chaotic transients. Takayuki Yamaguchi

The Sine Map. Jory Griffin. May 1, 2013

Chaos Theory. Namit Anand Y Integrated M.Sc.( ) Under the guidance of. Prof. S.C. Phatak. Center for Excellence in Basic Sciences

On Riddled Sets and Bifurcations of Chaotic Attractors

MATH 614 Dynamical Systems and Chaos Lecture 2: Periodic points. Hyperbolicity.

Co-existence of Regular and Chaotic Motions in the Gaussian Map

Homework 2 Modeling complex systems, Stability analysis, Discrete-time dynamical systems, Deterministic chaos

vii Contents 7.5 Mathematica Commands in Text Format 7.6 Exercises

Solution to Homework #5 Roy Malka 1. Questions 2,3,4 of Homework #5 of M. Cross class. dv (x) dx

arxiv: v1 [nlin.cd] 20 Jul 2010

Sufficient conditions for a period incrementing big bang bifurcation in one-dimensional maps.

Unstable Periodic Orbits as a Unifying Principle in the Presentation of Dynamical Systems in the Undergraduate Physics Curriculum

On the periodic logistic equation

A MINIMAL 2-D QUADRATIC MAP WITH QUASI-PERIODIC ROUTE TO CHAOS

theory, which can be quite useful in more complex systems.

Mathematical Foundations of Neuroscience - Lecture 7. Bifurcations II.

PHY411 Lecture notes Part 5

A Two-dimensional Discrete Mapping with C Multifold Chaotic Attractors

Introduction to Dynamical Systems Basic Concepts of Dynamics

Chapter 23. Predicting Chaos The Shift Map and Symbolic Dynamics

B5.6 Nonlinear Systems

1. deterministic 2. bounded 3. nonperiodic 4. sensitive to initial conditions. dx i dt. D f i (x 1, x 2,...,x N I c). (1.1)

Dynamical Systems with Applications using Mathematica

2 Discrete Dynamical Systems: Maps

Part II. Dynamical Systems. Year

TWO DIMENSIONAL FLOWS. Lecture 5: Limit Cycles and Bifurcations

Lecture 1: A Preliminary to Nonlinear Dynamics and Chaos

Numerical Algorithms as Dynamical Systems

2 Dynamics of One-Parameter Families

ECE 8803 Nonlinear Dynamics and Applications Spring Georgia Tech Lorraine

ONE DIMENSIONAL CHAOTIC DYNAMICAL SYSTEMS

A New Hyperchaotic Attractor with Complex Patterns

CHALMERS, GÖTEBORGS UNIVERSITET. EXAM for DYNAMICAL SYSTEMS. COURSE CODES: TIF 155, FIM770GU, PhD

Essential Understandings. Essential Questions. Essential Knowledge. Vocabulary. Essential Skills. 1 of 5

Clearly the passage of an eigenvalue through to the positive real half plane leads to a qualitative change in the phase portrait, i.e.

Math 212-Lecture Interior critical points of functions of two variables

Are numerical studies of long term dynamics conclusive: the case of the Hénon map

Nonlinear Dynamics and Chaos

computer session iv: Two-parameter bifurcation analysis of equilibria and limit cycles with matcont

Logistic Map, Euler & Runge-Kutta Method and Lotka-Volterra Equations

Liapunov Exponent. September 19, 2011

Constructing a chaotic system with any number of equilibria

Electronic Circuit Simulation of the Lorenz Model With General Circulation

ALGEBRAIC GEOMETRY HOMEWORK 3

CHAPTER 2 FEIGENBAUM UNIVERSALITY IN 1-DIMENSIONAL NONLINEAR ALGEBRAIC MAPS

Lesson 4: Non-fading Memory Nonlinearities

MATH 415, WEEK 11: Bifurcations in Multiple Dimensions, Hopf Bifurcation

Chapter 1 Bifurcations and Chaos in Dynamical Systems

Transcription:

Summary- Overview- Rossler- August 16, 22 Logistic Knife

Abstract Summary- Overview- Rossler- Logistic What is the order of orbit creation in the Lorenz attractor? The attractor is created by a tearing and squeezing mechanism since g > 1. How are these orbits organized? For attractors created by a stretch and fold mechanism (g = 1) the logistic map x = f(x; a) = a x 2 provides useful insight. For attractors created by a tear and squeeze mechanism (g > 1) the knife map y = g(y; b) = b y 1/2 provides useful insight. The two maps share many similarities and exhibit important differences. Knife

Overview- Summary- Overview- Rossler- What We Did 1 Studied maps with 2 branches 2 L & R 3 Separated by a singularity 4 Models for Tearing Mechanism 5 Looked for universality 6 Searched for scaling Logistic Knife

Summary- Overview- Rossler- What We Found 1 Simple form: x = a x k 2 k = 2 folding; k = 1 2 tearing 3 Localized global attractor 4 Either chaos or pd. 1 fixed point 5 Orbits of periods 1 and 2 organize systematics 6 Explosions 7 Prime and compound orbits 8 Local and Global focus points Logistic Knife

Rössler Attractor Rössler Attractor Summary- Overview- Rossler- Logistic Knife

Rössler Attractor Rössler Attractor - Return Summary- Overview- Rossler- Logistic Knife

Lorenz Attractor Lorenz Attractor Summary- Overview- Rossler- Logistic Knife

Lorenz Attractor Return for Lorenz Attractor Summary- Overview- Rossler- Logistic Knife

Lorenz Attractor Image of Lorenz Return Summary- Overview- Rossler- Logistic Knife

Stability Regions Summary- Overview- Rossler- Logistic Knife

: Logistic Summary- Overview- Rossler- Logistic Knife

: Knife Summary- Overview- Rossler- Logistic Knife

02 Stability Regions Summary- Overview- Rossler- Logistic Knife

Logistic- Return - Rössler Attractor Summary- Overview- Rossler- Logistic Knife

Image Return - Lorenz Image Summary- Overview- Rossler- Logistic Knife

Logistic 02 Summary- Overview- Rossler- Logistic Return Approximations The Rossler return map is well approximated by the following maps: x = λx(1 x) x = a x 2 x = 1 µx 2 x = 1 x m w 2 Knife

Image Summary- Overview- Rossler- Image of Lorenz Return The image of the Lorenz return map is well approximated by the following maps: y = b y 1/2 y = 1 µ y 1/2 y = 1 y m w 1/2 Logistic Knife

Side by Side- Summary- Comparison: Logistic & Knife s Overview- Logistic M ap Knif e M ap Rossler- x = f(x; a) = a ( x ) 2 y = f(y; b) = b ( y ) 1/2 Logistic Knife

Logistic-04... for several values of a Summary- Overview- Rossler- Logistic Knife

Image Lorenz-04 Knife Return s Summary- Overview- Rossler- Logistic Knife

Orbit Search- Second Return Summary- Overview- Rossler- Logistic Knife

Orbit Search-02 Period 1 & 2 Orbits - Logistic Summary- Overview- Rossler- Logistic Knife

Bifurcation- Bifurcation Diagram Summary- Overview- Rossler- Logistic Knife

Bifurcation-02.. Blow Up... with Caustics Summary- Overview- Rossler- Logistic Knife

Bifurcation-03 Knife - Bifurcation Diagram Summary- Overview- Rossler- Logistic Knife No windows! No caustics!

Bifurcation-04 Knife - Lyapunov Exponent Summary- Overview- Rossler- Logistic Knife

Orbit Search-03 Fixed Points (Knife) Summary- Overview- Rossler- Logistic Knife

Orbit Search-04 Second Iterates - Knife Summary- Overview- Rossler- Logistic Knife

Skeleton- Period-One & Period-Two Orbits Summary- Overview- Rossler- Logistic Knife

Skeleton-02 Attractor boundary (Knife) Summary- Overview- Rossler- Logistic Knife

Skeleton-03 Attractor Boundaries - Logistic Summary- Overview- Rossler- Logistic Knife

Rite of Passage- Summary- Overview- Rossler- Logistic Knife

Explosions- Knife Iterates Summary- Overview- Rossler- Logistic Knife

Explosions-02 Summary- Overview- Rossler- Table: Values M (p) of y where the pth iterate f (p) (y; b) has maxima. These locations are determined by a simple recursion relation (last line) where the indices s p = ±1 are incoherent. p Number Max. Coordinate Values 1 1 0 2 2 ±b 2 3 4 ±(b ± b 2 ) 2 p + 1 2 p M (p+1) = s p (b + M (p) ) 2 Logistic Knife

Explosions-03 Summary- Overview- Rossler- As p, with all s j = +1, the abscissa of the rightmost point goes to a limit. The quadratic equation for this limit gives: ( ) 1 1 y(b) = 2 b 4 b At b = 1 4 the bounding box is a square beyond that the diagonal fails to intersect all the zig - zags. Orbits begin to get pruned away in singular saddle node bifurcations. Logistic Knife

Explosions-04 Structural Stability: 0 < b < 1 4 Summary- Overview- Rossler- Logistic Knife

Rite of Passage-02 End Play - Near b = 1 Summary- Overview- Rossler- Logistic Knife

Rite of Passage-03 Iterates Near b = 1 Summary- Overview- Rossler- Logistic Knife implosion1

Renormalization- Note Scaling Relations Summary- Overview- Rossler- Logistic Knife

Explosions-05 Structural Stability: 3 4 < b < 1 Summary- Overview- Rossler- Logistic Knife

Orbit Search-05 Hunt for Saddle-Node Bifurcations Caustic Crossings Summary- Overview- Rossler- Logistic Knife

Orbit Search-06 Hunt for Singular SNBs Summary- Overview- Rossler- Logistic Knife

Orbit Search-07 Anti Caustic Crossings Summary- Overview- Rossler- Logistic Knife

Orbit Search-08 Anti Caustic Crossings: Expansion Summary- Overview- Rossler- Logistic Knife

Orbit Search-09 Period Three Singular SNB Summary- Overview- Rossler- Logistic Knife

Renormalization-02 Summary- Overview- Rossler- Local expression near y = 0 for the period-three explosion: h(y; b) = f (3) (y; b) = b b b y h(b 3 + ɛ; y) ( b3 ) b 3 b 3 + ( 2 ) ( ) b 3 1 1 + 4 1 y ɛ + b3 b 3 b3 4 b3 b 3 b3 Logistic Knife

Renormalization-03 Renormalization for the period-three explosion. y = h(y; b 3 + ɛ) (b b 3 ) + α y = Summary- Overview- Rossler- 1.286974759(b b 3 ) + 0.7869747590 y z = ( /α 2 )(b 3 b) z Logistic Knife

Renormalization-04 Summary- Overview- Rossler- Logistic Renormalization Algorithm: K10* 1 Write down the symbol sequence for the primary period-p orbit: K10 = Kσ 1 σ 2 σ p 1. 2 Make the identification σ = +1 s = +1, σ = 0 s = 1. 3 Construct f (p) (b; y) b s p 1 (b s 2 (b s 1 (b y)) ) 4 Taylor expand this function to terms linear in b and y and determine the value of b for which the constant term vanishes. Knife

Renormalization-05 Summary- Overview- Rossler- Equations: K10* For the saddle node pair 5 2 = K10 this algorithm gives b (+1)(b ( 1)(b ( 1)(b (+1)(b y)))) The constant term vanishes for b = 0.418656, and for this value of b y = (b b 52 ) + α y = 3.231180 b 1.983690 y Logistic Knife

Renormalization-06 Results: K10* to Period 6 y = (b b c ) + α y y, y 0 Summary- Overview- Rossler- Logistic Orbit Symbolics b c α 3 1 K10 0.465571 1.286974 0.786974 4 2 K100 0.3657 2.624703 1.180563 5 3 K1000 0.318897 4.647225 1.664335 5 2 K10 0.418656 3.231180 1.983690 5 1 K11 0.513175 2.628970 1.509712 6 5 K10000 0.297846 7.481728 2.233184 6 4 K100 0.340328 8.535145 3.639587 6 3 K101 0.380540 7.596535 3.574548 Knife

Renormalization-07 Renormalization for the final period-two explosion. f (2) (1 ɛ, y) ɛ 2 + ( 1 2 + ɛ 4) y (1) Summary- Overview- Rossler- Logistic Knife

Orbit Search-05 Hunt for Saddle-Node Bifurcations Summary- Overview- Rossler- Logistic Knife

Orbit Search-08 Hunt for S. Saddle-Node Bifurcations Summary- Overview- Rossler- Logistic Knife

Important Markers Summary- Overview- Rossler- Breakpoints Table: Important parameter values for global stability and unstable periodic orbit behavior. Global Stability Unstable Orbits 0.0 1/4 1/4 0.5957439420 3/4 0.7825988587 1.0 Logistic Knife

U Sequence Summary- Overview- Rossler- Logistic Knife

Endplay- Symbol Exchange Near Endplay Summary- Overview- Rossler- Logistic Knife

Endplay-02 Summary- Overview- Rossler- Symbol Exchange Near Endplay Symbols 0, 1 created at b = 0 New orbit, (11), created at b = 3 4 Symbol pair - 11 -, replaced by - (11) - as b 1 Implosions begin at b = 0.5957..., end at midpoint Explosions begin at midpoint, end at b = 0.7825.. Implosions and explosions symmetrically matched Logistic Knife