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Dynamical systems - Exam
Contributed by: Grant
  • 1. Dynamical systems refer to mathematical models used to describe the evolution of a system over time. These systems are characterized by their sensitivity to initial conditions and demonstrate complex behaviors such as chaos, bifurcation, and stability. In the field of mathematics and physics, dynamical systems theory is widely employed to study the behavior of systems in various disciplines, such as biology, economics, and engineering. By analyzing the dynamics of these systems, researchers gain insights into patterns, trends, and predictability, ultimately providing a deeper understanding of the underlying mechanisms governing natural and artificial systems.

    What is a fixed point in a dynamical system?
A) a point that moves randomly
B) a point that remains unchanged under the system's dynamics
C) a singular point
D) a point of high variability
  • 2. What is a phase space in dynamics?
A) a space that represents only stable states
B) a one-dimensional space
C) a space where time is not a factor
D) a space in which all possible states of a system are represented
  • 3. What is the Lyapunov exponent used for in dynamical systems?
A) to quantify the rate of exponential divergence or convergence of nearby trajectories
B) to measure the exact position of a trajectory
C) to study chaotic behavior
D) to determine fixed points
  • 4. What is a strange attractor in dynamical systems?
A) a simple point attractor
B) a periodic attractor
C) an attractor with a fractal structure and sensitive dependence on initial conditions
D) an attractor with no variability
  • 5. What characterizes a Hamiltonian dynamical system?
A) exponential divergence of nearby trajectories
B) sensitivity to initial conditions
C) non-conservative dynamics
D) conservation of energy and symplectic structure
  • 6. How does a bifurcation diagram help in understanding dynamical systems?
A) it shows transitions between different dynamical behaviors as a control parameter is varied
B) it helps in solving differential equations
C) it represents stable fixed points
D) it quantifies chaos in a system
  • 7. What is the role of Jacobian matrix in analyzing dynamical systems?
A) it generates bifurcation diagrams
B) it determines stability and behavior near fixed points
C) it defines strange attractors
D) it specifies the Lyapunov exponent
  • 8. What is ergodic theory in the context of dynamical systems?
A) a theory of fixed points
B) a theory of bifurcations
C) a theory of attractors
D) a branch that studies the statistical properties of systems evolving over time
  • 9. Which of the following fields is NOT mentioned as having applications for dynamical systems theory?
A) Literature
B) Physics
C) Mathematics
D) Biology
  • 10. Which of the following is NOT a property that can be associated with dynamical systems?
A) Deterministic
B) Stochastic
C) Chaotic
D) Non-deterministic
  • 11. What is the term for the study of properties of dynamical systems that do not change under coordinate changes?
A) Qualitative study
B) Analytical study
C) Computational study
D) Quantitative study
  • 12. What mathematical technique was primarily used before computers to find orbits in dynamical systems?
A) Graphical methods
B) Sophisticated mathematical techniques
C) Numerical simulations
D) Statistical analysis
  • 13. What is the term for the study of dynamical systems that focuses on the existence and uniqueness of solutions?
A) Determinism
B) Integrability
C) Chaos theory
D) Stability
  • 14. Which of the following is NOT a type of behavior that trajectories in a dynamical system might exhibit?
A) Linear
B) Chaotic
C) Stochastic
D) Periodic
  • 15. Which of the following is NOT a field where dynamical systems theory is applied?
A) Chemistry
B) Economics
C) Engineering
D) Philosophy
  • 16. Which of the following is NOT a method used to describe the relation from one state to another in a dynamical system?
A) Algebraic equation
B) Difference equation
C) Differential equation
D) Function in parameter t
  • 17. What is the term for the study of how dynamical systems change as a parameter is varied?
A) Stability theory
B) Bifurcation theory
C) Chaos theory
D) Ergodic theory
  • 18. Which of the following is NOT a characteristic of a dynamical system?
A) Non-evolving
B) Deterministic
C) Continuous
D) Discrete
  • 19. Who is regarded as the founder of dynamical systems?
A) Stephen Smale
B) George David Birkhoff
C) Aleksandr Lyapunov
D) Henri Poincaré
  • 20. Which theorem states that certain systems will return to a state very close to the initial state after a sufficiently long but finite time?
A) Sharkovsky's theorem
B) Lyapunov's theorem
C) Poincaré recurrence theorem
D) Ergodic theorem
  • 21. Who proved Poincaré's 'Last Geometric Theorem'?
A) Aleksandr Lyapunov
B) George David Birkhoff
C) Henri Poincaré
D) Stephen Smale
  • 22. What significant result did George David Birkhoff discover in 1931?
A) Poincaré recurrence theorem
B) Sharkovsky's theorem
C) The Smale horseshoe
D) The ergodic theorem
  • 23. What did Stephen Smale's first contribution to dynamical systems involve?
A) Lyapunov's stability methods
B) The Smale horseshoe
C) The ergodic theorem
D) Sharkovsky's theorem
  • 24. Who applied nonlinear dynamics in mechanical and engineering systems?
A) Ali H. Nayfeh
B) Stephen Smale
C) Henri Poincaré
D) George David Birkhoff
  • 25. What is Φ in the context of a cellular automaton?
A) a set of functions
B) a lattice
C) a tuple
D) a (locally defined) evolution function
  • 26. What is another term for discrete dynamical systems when information is passed from one step to the next?
A) automata
B) cascades
C) maps
D) lattices
  • 27. What approach did Koopman use to study ergodic systems?
A) Classical mechanics
B) Experimental observation
C) Functional analysis
D) Numerical simulation
  • 28. What principle allows for the generation of new solutions from known ones in linear dynamical systems?
A) Stability principle
B) Oscillation principle
C) Superposition principle
D) Eigenvalue principle
  • 29. Which of the following is an example of a cascade?
A) avalanches
B) maps
C) automata
D) lattices
  • 30. What is the graph of the function Φ_x called?
A) The trajectory through x
B) The orbit through x
C) The invariant set
D) The evolution parameter
  • 31. What is the term used to describe the unpredictable behavior of simple nonlinear dynamical systems?
A) Chaos
B) Periodicity
C) Stability
D) Determinism
  • 32. What is a system called when T is restricted to the non-negative integers?
A) a map
B) a cellular automaton
C) a cascade
D) a semi-cascade
  • 33. What does a semigroup structure introduce in time evolution?
A) Randomness.
B) Associativity.
C) Non-associativity.
D) Irreversibility.
  • 34. Which scenario is associated with the logistic map?
A) Picard-Lindelof theorem
B) Horseshoe map
C) Fermi–Pasta–Ulam–Tsingou problem
D) Pomeau–Manneville scenario
  • 35. In which formulation are time and space considered on the same footing?
A) Hamiltonian mechanics formulation.
B) Newtonian mechanics formulation.
C) Classical mechanics formulation.
D) Lagrangian mechanics formulation.
  • 36. What is a non-trivial aspect of limit orbits in topological dynamical systems?
A) Limit orbits always have full Lebesgue measure.
B) Limit orbits may never be reached.
C) Limit orbits are always reached.
D) Limit orbits are always unique.
  • 37. What is the role of M in a cellular automaton?
A) represents the 'time' lattice
B) represents the 'space' lattice
C) is an evolution function
D) is a set of functions
  • 38. What is the inverse transformation in a reversible time evolution?
A) T-1 = T(-t).
B) T-1 = T(0).
C) T-1 = 1.
D) T-1 = T(t).
  • 39. What does the lattice in M represent in a cellular automaton?
A) an evolution function
B) the 'time' lattice
C) the 'space' lattice
D) a set of functions
  • 40. Who used the Poincaré recurrence theorem to object to Boltzmann's derivation of the increase in entropy?
A) Zermelo
B) Ruelle
C) Koopman
D) Boltzmann
  • 41. What is typically attached to the origin of the chosen reference frame in the state space X?
A) The neutral element
B) The identity element
C) The identity matrix
D) The zero vector
  • 42. What does the lattice in T represent in a cellular automaton?
A) the 'space' lattice
B) an evolution function
C) a set of functions
D) the 'time' lattice
  • 43. Which mathematical tool is used to catalog bifurcations in dynamical systems?
A) Taylor series approximations.
B) Laplace transforms.
C) Partial differential equations.
D) Fourier series.
  • 44. What is a natural measure for Hamiltonian systems?
A) The Gaussian measure.
B) The Lebesgue measure.
C) The Liouville measure.
D) The Riemann measure.
  • 45. Which mathematical concept is a prototype of a discrete dynamical system?
A) The Fibonacci sequence.
B) The Mandelbrot set.
C) The Logistic map.
D) The Lorenz attractor.
  • 46. What can sometimes be done with patches to extend the rectification theorem to the whole phase space?
A) Stitching several patches together
B) Removing singular points
C) Increasing the size of each patch
D) Ignoring the vector field
  • 47. In the Hamiltonian formalism, what is preserved by the flow when deriving the appropriate generalized momentum?
A) The momentum
B) The position
C) The associated volume
D) The energy
  • 48. In Hamiltonian flows, what can motion be considered as?
A) An irreversible change.
B) A non-transformative process.
C) A continuous transformation.
D) A canonical transformation, ultimately a map.
  • 49. What type of equations are considered when extending dynamical systems to infinite-dimensional manifolds?
A) Ordinary differential equations
B) Algebraic equations
C) Integral equations
D) Partial differential equations
  • 50. Which mathematical structure can describe the state of a black hole?
A) A vector space
B) A group
C) A manifold
D) A ring
  • 51. Which of the following is another example of a discrete space in dynamical systems?
A) A continuous field
B) A finite field
C) An infinite field
D) A vector field
  • 52. What is a mechanical system called when v(t, x) = v(x)?
A) Non-homogeneous
B) Autonomous
C) Non-autonomous
D) Homogeneous
  • 53. What is the phase space or state space in a dynamical system?
A) U
B) Φ
C) X
D) T
  • 54. What is the dimension of the volume that is invariant in phase space for mechanical systems derived from Newton's laws?
A) ν-dimensional
B) 1-dimensional
C) 2-dimensional
D) 3-dimensional
  • 55. What replaces the Boltzmann factor in the generalized approach by Sinai, Bowen, and Ruelle?
A) Poincaré recurrences
B) Koopman operators
C) SRB measures
D) Liouville measures
  • 56. In the context of discrete dynamical systems, what is studied for every integer n?
A) The iterates Φn = Φ / Φ / ... / Φ.
B) The iterates Φn = Φ ∘ Φ ∘ ... ∘ Φ.
C) The iterates Φn = Φ - Φ - ... - Φ.
D) The iterates Φn = Φ + Φ + ... + Φ.
  • 57. What is the nature of quantum systems until they are measured?
A) Non-deterministic.
B) Stochastic.
C) Chaotic.
D) Deterministic.
  • 58. What is the composition law in time evolution?
A) T(t1 + t2) = T(t1) - T(t2).
B) T(t1 + t2) = T(t1) + T(t2).
C) T(t1 + t2) = T(t1)T(t2).
D) T(t1 + t2) = T(t1) / T(t2).
  • 59. Which field has been known for years to involve complex, even chaotic behavior?
A) Biology
B) Meteorology
C) Economics
D) Chemistry
  • 60. What is a prototype example of a stochastic dynamical system?
A) Stock prices.
B) Robot control parameters.
C) Planetary positions.
D) Image processing systems.
  • 61. What property do Sinai–Ruelle–Bowen measures exhibit under small perturbations?
A) They become measure-preserving.
B) They become non-invariant.
C) They do not behave physically.
D) They behave physically.
  • 62. What is the identity in a semi-group of time evolution?
A) T(1) = 0.
B) T(0) = 1.
C) T(0) = 0.
D) T(1) = 1.
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