Butterfly Effect
Every small change matters…
• The butterfly effect is the sensitive
dependency on initial conditions in which a
small change at one place in system can result
in large differences in a later state of that
system.
• This was first theorised by
Edward Lorenz.
• The theory derives its name from the example
by Lorenz.
• He showed the details of a hurricane (exact
time of formation, exact path taken) being
influenced by minor perturbations equating to
the flapping of the wings of a distant butterfly
several weeks earlier.
• Thus he proposed that events of large scale
could be largely influenced by insignificant
seeming events of a very small scale.
Talking of geometric limits and dynamic process systems…
FRACTAL THEORY
• If something has complicated results, it does
not necessarily mean that it had a
complicated input. Chaos may have crept in
(in something as simple as round-off error for
a calculation), producing complicated results.
• Fractal Dimensions are used to measure the
complexity of objects. Like in the geometry of
snow flakes.
Its not always annoying to be chaotic…
CHAOS THEORY
• It is a mathematical order of the butterfly
effect.
• Deals with the behavior of dynamical
systems that are highly sensitive to initial
conditions—a response popularly referred to
as the butterfly effect.
• Small differences in initial conditions (such as
those due to rounding errors in numerical
computation) yield widely diverging outcomes
for such dynamical systems, rendering long-
term prediction impossible in general.
• This happens even though these systems
are deterministic, meaning that their future
behavior is fully determined by their initial
conditions, with no random elements
involved. This behavior is known
as deterministic chaos, or simply chaos.
• Thus its implementation lies
mostly in the interpretation
of philosophy and history.
A double pendulum showing the chaotic
behavior being a product of simple initial
manipulation
The resulting pattern is an iteration of simple
pattern being looped chaotically over time.
• Thethe
ory was summarized by Edward
Lorenz as follows:
“
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.“
Revisting the butterflies…
HOW BUTTERFLIES MATTER…
• Real world application of butterfly effect and
its supplementing theories lies in the study of
highly dynamic systems.
Flight Simulations: Vortex Formations
Other applications
• Meteorology
• Satellite trajectories
• Weather models
• Climatic change observations
• Hydrodynamics
• Pure mathematics
• Computing
• Still a research field
• Awareness and interest amongst general
masses is catching up
• The next big thing after quantum sciences.
butterflyeffect-141115090247-conversion-gate02 (1).pptx

butterflyeffect-141115090247-conversion-gate02 (1).pptx

  • 1.
  • 2.
    • The butterflyeffect is the sensitive dependency on initial conditions in which a small change at one place in system can result in large differences in a later state of that system. • This was first theorised by Edward Lorenz.
  • 3.
    • The theoryderives its name from the example by Lorenz. • He showed the details of a hurricane (exact time of formation, exact path taken) being influenced by minor perturbations equating to the flapping of the wings of a distant butterfly several weeks earlier. • Thus he proposed that events of large scale could be largely influenced by insignificant seeming events of a very small scale.
  • 4.
    Talking of geometriclimits and dynamic process systems… FRACTAL THEORY
  • 6.
    • If somethinghas complicated results, it does not necessarily mean that it had a complicated input. Chaos may have crept in (in something as simple as round-off error for a calculation), producing complicated results. • Fractal Dimensions are used to measure the complexity of objects. Like in the geometry of snow flakes.
  • 7.
    Its not alwaysannoying to be chaotic… CHAOS THEORY
  • 8.
    • It isa mathematical order of the butterfly effect. • Deals with the behavior of dynamical systems that are highly sensitive to initial conditions—a response popularly referred to as the butterfly effect. • Small differences in initial conditions (such as those due to rounding errors in numerical computation) yield widely diverging outcomes for such dynamical systems, rendering long- term prediction impossible in general.
  • 9.
    • This happenseven though these systems are deterministic, meaning that their future behavior is fully determined by their initial conditions, with no random elements involved. This behavior is known as deterministic chaos, or simply chaos. • Thus its implementation lies mostly in the interpretation of philosophy and history.
  • 10.
    A double pendulumshowing the chaotic behavior being a product of simple initial manipulation The resulting pattern is an iteration of simple pattern being looped chaotically over time.
  • 11.
    • Thethe ory wassummarized by Edward Lorenz as follows: “ C h a o s :W h e nt h ep r e s e n td e t e r m i n e st h e f u t u r e ,b u tt h ea p p r o x i m a t e p r e s e n td o e s n o t a p p r o x i m a t e l yd e t e r m i n et h e f u tu r e .“
  • 12.
    Revisting the butterflies… HOWBUTTERFLIES MATTER…
  • 13.
    • Real worldapplication of butterfly effect and its supplementing theories lies in the study of highly dynamic systems. Flight Simulations: Vortex Formations
  • 14.
    Other applications • Meteorology •Satellite trajectories • Weather models • Climatic change observations • Hydrodynamics • Pure mathematics • Computing
  • 15.
    • Still aresearch field • Awareness and interest amongst general masses is catching up • The next big thing after quantum sciences.