AJITESH VERMA 1.  Dictionary meaning of chaos- state of confusion lack of any order or control.  Chaos theory is a branch of mathematics which studies.

Slides:



Advertisements
Similar presentations
Immigrant Integration as a Complex Adaptive Social Systems Agnes Meinhard, PhD.
Advertisements

The flapping of a single butterfly's wing today produces a tiny change in the state of the atmosphere. Over a period of time, what the atmosphere actually.
More on Julia & Mandelbrot Sets, Chaos
Goodson Chapter 7 Resnicow & Page, 2008 Krieger, 1994.
Fractal Euclidean RockCrystal Single planet Large-scale distribution of galaxies.
DYNAMICS OF RANDOM BOOLEAN NETWORKS James F. Lynch Clarkson University.
Pendulum without friction
Dealing with Complexity Robert Love, Venkat Jayaraman July 24, 2008 SSTP Seminar – Lecture 10.
Lynn S. Fichter Dept Geology/Environmental Science James Madison University 1410h AN: ED23C-03.
Self-organised Reality
Critical Transitions in Nature and Society Marten Scheffer.
Predictability and Chaos EPS and Probability Forecasting.
Jochen Triesch, UC San Diego, 1 Iterative Maps and Chaos Goals: what is deterministic chaos? how does it relate to randomness?
CHAOS THEORY and the butterfly effect English presentation By: Assaad Moawad.
Dynamics, Chaos, and Prediction. Aristotle, 384 – 322 BC.
Lab 8: The onset of chaos Unpredictable dynamics of deterministic systems, often found in non-linear systems. Background of chaos Logistic Equation Non-linear.
Dynamical Systems and Chaos CAS Spring Introduction to Dynamical Systems Basic Concepts of Dynamics A dynamical system: –Has a notion of state,
1. 2 Class #26 Nonlinear Systems and Chaos Most important concepts  Sensitive Dependence on Initial conditions  Attractors Other concepts  State-space.
Social Complexity, Public Policy and Subsidiarity Presentation to IES on 21 September 2011 Greg Fisher Managing Director, Synthesis
The infinitely complex… Fractals Jennifer Chubb Dean’s Seminar November 14, 2006 Sides available at
Dynamic Systems Thanks to Derek Harter for having notes on the web. Also see, Port & Van Gelder and Beltrami.
1 : Handout #20 Nonlinear Systems and Chaos Most important concepts  Sensitive Dependence on Initial conditions  Attractors Other concepts 
Admin stuff. Questionnaire Name Math courses taken so far General academic trend (major) General interests What about Chaos interests you the most?
Nonlinear Physics Textbook: –R.C.Hilborn, “Chaos & Nonlinear Dynamics”, 2 nd ed., Oxford Univ Press (94,00) References: –R.H.Enns, G.C.McGuire, “Nonlinear.
A PowerPoint presentation brought to you by Christian Malone and Alissa Ousley.
Strange Attractors and Lorenz Equations
Strategies and Rubrics for Teaching Chaos and Complex Systems Theories as Elaborating, Self-Organizing, and Fractionating Evolutionary Systems Fichter,
Chaos and Strange Attractors
Renormalization and chaos in the logistic map. Logistic map Many features of non-Hamiltonian chaos can be seen in this simple map (and other similar one.
C T H H A E O O S R Y PatternsOfLife Chaos What is Chaos? Chaos, from a static view, is “pieces waiting to come together,” an inchoate pattern about.
SPSU, Fall 08, CS6353 Alice In Wonderland! Richard Gharaat.
Introduction to Quantum Chaos
Ch 9.8: Chaos and Strange Attractors: The Lorenz Equations
Chaos, Communication and Consciousness Module PH19510 Lecture 16 Chaos.
Fractals. In colloquial usage, a fractal is "a rough or fragmented geometric shape that can be subdivided in parts, each of which is (at least approximately)
Conceptual Modelling and Hypothesis Formation Research Methods CPE 401 / 6002 / 6003 Professor Will Zimmerman.
Fractals smooth surfaces and regular shapes - Euclidean-geometry methods -object shapes were described with equations natural objects - have irregular.
The Science of Complexity J. C. Sprott Department of Physics University of Wisconsin - Madison Presented to the First National Conference on Complexity.
Chaos Theory MS Electrical Engineering Department of Engineering
Complexity: Ch. 2 Complexity in Systems 1. Dynamical Systems Merely means systems that evolve with time not intrinsically interesting in our context What.
Deterministic Chaos and the Chao Circuit
Jochen Triesch, UC San Diego, 1 Motivation: natural processes unfold over time: swinging of a pendulum decay of radioactive.
Fractional Dimensions, Strange Attractors & Chaos
Low-Dimensional Chaotic Signal Characterization Using Approximate Entropy Soundararajan Ezekiel Matthew Lang Computer Science Department Indiana University.
David Chan TCM and what can you do with it in class?
Some figures adapted from a 2004 Lecture by Larry Liebovitch, Ph.D. Chaos BIOL/CMSC 361: Emergence 1/29/08.
Fractal Project Mariellen Hemmerling. Fractals “A fractal is "a rough or fragmented geometric shape that can be split into parts, each of which is (at.
Introduction to Chaos by: Saeed Heidary 29 Feb 2013.
ILUTE Complexity and Simulation Matthew Roorda University of Toronto MAMAMIA – Module 2c April 23, 2004.
“It’s the “It’s the SYSTEM !” SYSTEM !” Complex Earth Systems
Numerical Solutions and chaotic behavior 1 Numerical Solutions and Chaos.
Dynamical Systems 4 Deterministic chaos, fractals Ing. Jaroslav Jíra, CSc.
Strategies and Rubrics for Teaching Chaos and Complex Systems Theories as Elaborating, Self-Organizing, and Fractionating Evolutionary Systems Fichter,
Dynamics, Chaos, and Prediction. Aristotle, 384 – 322 BC.
Copyright © MSC.Software Corporation, All rights reserved. Chaos and Uncertainty: Fighting the Stagnation in CAE J. Marczyk Ph.D. MSC Software Managing.
Chaos : Making a New Science
Complexity Leadership Dynamical Systems & Leadership Jim Hazy July 19, 2007.
Chaos Theory in Economics JINGWEI SHE 02/14/2016.
Fractals Cassi Blum.
Chaos Control in Nonlinear Dynamical Systems Nikolai A. Magnitskii Institute for Systems Analysis of RAS, Moscow,Russia.
T306 managing complexity: a systems approach TUTORIAL 7 BLOCK 1 – PART 4.
Chaos and the Butterfly Effect Presented by S. Yuan.
Spencer Hart Advisor: Gus Hart
Chapter 21: SuperVision, Change, and School Success

Chaos Analysis.
تهیه شده توسط: شعله خداداد
نگاهی به تئوری های معاصر در مدیریت با تاکید بر کاربرد تئوری آشوب در پرستاری دکتر اکرم ثناگو، دکتر لیلا جویباری دانشگاه علوم پزشکی گرگان
By: Bahareh Taghizadeh
Localizing the Chaotic Strange Attractors of Multiparameter Nonlinear Dynamical Systems using Competitive Modes A Literary Analysis.
Presentation transcript:

AJITESH VERMA 1

 Dictionary meaning of chaos- state of confusion lack of any order or control.  Chaos theory is a branch of mathematics which studies the behavior of certain dynamical system that maybe highly sensitive to initial system.  On the contrary of its name, it actually tells you that not all that chaos you see is due to chance or random or caused by unknown factors.  Oxymoron term coined “DETERMINISTIC RANDOMNESS” that means finding order in chaos. 2

 System must be sensitive to initial condition means that system is arbitrarily closely approximated by other points with significantly different future trajectories. This property give birth to the question that : does the flap of a butterfly’s wings in brazil set off a tornado in Texas.  System must be topologically mixing means that system will evolve over time so that any given region or open set of its phase space will eventually overlap with any other given region. 3

Chaos theory investigates the behavior of complex non linear systems. These systems have described as:  Dynamic, complex, non linear  Chaotic, unpredictable, sensitive to initial condition  Strange attractor, fractal 4

 Phase Space  Strange Attractors & Basins of attraction  Self-affinity  Fractals  Bifurcation  unpredictability  Butterfly Effect  Self-Organization 5

 The Phase Space: a conceptualization (often pictorial or geometric) of the possible states a system might take.  Conveys that, at best, we see only a portion of “reality” at one time—that part on which we choose to focus.  Phase space allows scientists to map information from complex systems, make a picture of their moving parts, and allows insight into a dynamic system's possibilities. It is a mathematically constructed conceptual space where each dimension corresponds to one variable of the system 6

 Strange attractors are focal points for many patterns generated by dynamical, chaotic systems.  An attractor informally described as strange If it has non integer dimension if the dynamics on it are chaotic  Basins of attraction are the areas containing those patterns within their boundaries. 7

LORENZ’S STRANGE ATTARCTOR 8

 Self-affinity denotes the tendency for phenomena to evidence recurring patterns.  The affinity can be over size, time, different angles, or other ways more difficult to see or to grasp, for example, by the process that generates them or probabilistically. 9

 A fractal is a rough or fragmented geometric shape that can be split into parts, each of which is (at least approximately) a reduced-size copy of the whole, a property called self- similarity.  Fractals are related to chaos because they are complex systems that have definite properties.. 10

 Bifurcation is a scientific way to say something splits in two—branches.  If patterns bifurcate quickly enough, they can become complex very fast, leading to bifurcation cascade and chaos. 11

 Unpredictability is the inability to state with certainty the next state (or, for that matter, the previous state) of a system given knowledge of its present state. 12

 The butterfly effect is a phrase that encapsulates the more technical notion of sensitive dependence on initial conditions in chaos theory. Small variations of the initial condition of a dynamical system may produce large variations in the long term behavior of the system 13

 Self-organization is the inherent tendency for systems in a chaotic state to form a new coherent pattern.  Their innate ability to reorganize is based only on the interactions of their components 14

 Organisations operate in turbulent and dynamic environments.  This means uncertainty, unease and feelings of powerlessness with people in and around organisations.  This is unfortunate as it often is on the outskirts of chaos that creativity flourishes. 15

 ”Understanding chaos theory is important because of its significant implications for world systems design, organization design and administrative behaviour, and public policy analysis and implementation.” (Farazmand 2003:341) 16

 In biology, chaos is used in the identification of new evolutionary processes leading to understanding the genetic algorithm, artificial life simulations, better understanding of learning processes in systems including the brain, and studies of such previously areas as consciousness and the mind.  In physics, thermodynamics in particular, chaos is applied in the study of turbulence leading to the understanding of self- organizing systems and system states (equilibrium, near equilibrium, the edge of chaos, and chaos) 17

 Chaos in the world brings uneasiness, but it also allows the opportunity for creativity and growth. (T. Barrett) 18