Mathematical Modelling
Mathematical Modelling代写 1.(a) Derive the equation defifining the Newton-Raphson method for fifinding a root of a function f(x), x ∈ R.
1.
(a) Derive the equation defifining the Newton-Raphson method for fifinding a root of a function f(x), x ∈ R. Provide a brief explanation for each step of the derivation.
(b) Use the Newton-Raphson method with x0 = 1.0 to determine the fourth root of 2, accurate to three decimal places, showing your intermediate results.
2. Mathematical Modelling代写
Consider the initial value problem
with initial conditions x = 1 for t = 0.
(a) Use Euler’s method with h = 0.1 to estimate x at t = 0.2, giving a table of appropriate intermediate steps to support your answer.
(b) Repeat the calculation in part (a) using Heun’s method. State whether you expect Euler’s or Heun’s method to be more accurate and brieflfly explain why.
(c) Obtain the exact solution of the difffferential equation (1) and compare your results from (a) and (b) with the exact solution for x at t = 0.2.
3. Mathematical Modelling代写
A one-dimensional population model is defifined by the difffferential equation
with a, b and k all positive, real parameters.
(a) Determine the conditions the parameters have to satisfy for the model to have exactly two distinct steady states, calculate these steady states, and determine their linear stability.
(b) Without solving the difffferential equation, sketch the dependence of typical solutions N(t) versus time t, including the two steady states.
4. Mathematical Modelling代写
A predator-prey model is described by the difffferential equation system
with x, y ≥ 0.
(a) Find the steady states for this system and determine the nature of each steady state.
(b) Find the nullclines of this system.
(c) Draw a sketch of the phase plane, using the information you have found in (a) and (b). To which steady state does a general initial state evolve as t → ∞?
5. Mathematical Modelling代写
A particle of mass m = 1 moves along the x-axis with velocity v i under the action of a force F(x)i, starting from x = 0 with a velocity v0 i.
(a) Using F = −dV/dx, where V (x) is the potential energy, derive the energy equation, providing intermediate steps. Identify the individual terms in the energy equation.
(b) Given that
fifind and sketch V (x), under the condition that V (0) = 0.
(c) For what, if any, initial velocities v0 does the particle
(i) oscillate?
(ii) escape to +∞?
(iii) excape to −∞?
6. Mathematical Modelling代写
(a) Assume that f(x) is the periodic extension of a (square-integrable) function defifined between −l and l, such that
to derive the defifinition of the coeffiffifficient bn, giving brief explanations of your reasoning at each intermediate step.
(b) Determine the Fourier coeffiffifficients of the periodic extension of the function
f(x) = 1 − x²
defifined for x ∈ [−1, 1), providing all intermediate steps of your calculation.
Hence write down the Fourier series for f(x).
(c) Sketch the function to which the series converges for −3 < x < 3.
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