Alvaro Meseguer - Fundamentals of Numerical Mathematics for Physicists and Engineers

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Introduces the fundamentals of numerical mathematics and illustrates its applications to a wide variety of disciplines in physics and engineering Applying numerical mathematics to solve scientific problems, this book helps readers understand the mathematical and algorithmic elements that lie beneath numerical and computational methodologies in order to determine the suitability of certain techniques for solving a given problem. It also contains examples related to problems arising in classical mechanics, thermodynamics, electricity, and quantum physics.
Fundamentals of Numerical Mathematics for Physicists and
Engineers
Provides a modern perspective of numerical mathematics by introducing top-notch techniques currently used by numerical analysts Contains two parts, each of which has been designed as a one-semester course Includes computational practicals in Matlab (with solutions) at the end of each section for the instructor to monitor the student's progress through potential exams or short projects Contains problem and exercise sets (also with solutions) at the end of each section  is an excellent book for advanced undergraduate or graduate students in physics, mathematics, or engineering. It will also benefit students in other scientific fields in which numerical methods may be required such as chemistry or biology.

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(1.1) An obvious question is whether there is an expression similar to Eq 11 - фото 83

An obvious question is whether there is an expression similar to Eq. (1.1) providing the roots or zeros of the cubic equation The answer is yes and such expression is usually termed as Cardanos formula - фото 84. The answer is yes, and such expression is usually termed as Cardano's formula . 1 We will not detail here the explicit expression of Cardano's formula but, as an example, if we apply such formulas to solve the equation

(1.2) Fundamentals of Numerical Mathematics for Physicists and Engineers - изображение 85

we can obtain one of its roots:

(1.3) There are similar formulas to solve arbitrary quartic equations in terms of - фото 86

There are similar formulas to solve arbitrary quartic equations in terms of radicals, but not for quintic or higher degree polynomials, as proposed by the Italian mathematician Paolo Ruffini in 1799 but eventually proved by the Norwegian mathematician Niels Henrik Abel around 1824.

What we have described is just a symptom of a more general problem of mathematics: the impossibility of solving arbitrary equations analytically. This is a problem that has serious implications in the development of science and technology since physicists and engineers frequently need to solve complicated equations. In general, equations that cannot be solved by means of algebraic methods are called transcendental or nonlinear equations, i.e. equations involving combinations of rational, trigonometric, hyperbolic, or even special functions. An example of a nonlinear equation arising in the field of classical celestial mechanics is Kepler's equation 2

(1.4) Fundamentals of Numerical Mathematics for Physicists and Engineers - изображение 87

where картинка 88and картинка 89are known constants. Another popular example can be found in quantum physics when solving Schrödinger's equation for a particle of mass картинка 90in a square well potential of finite depth картинка 91and width картинка 92. In this problem, the admissible energy levels corresponding to the bounded states are the solutions of any of the two - фото 93corresponding to the bounded states are the solutions of any of the two transcendental equations 3 :

(1.5) Fundamentals of Numerical Mathematics for Physicists and Engineers - изображение 94

where Fundamentals of Numerical Mathematics for Physicists and Engineers - изображение 95and картинка 96is the reduced Planck constant. In this chapter, we will study different methods to obtain approximate solutions of algebraic and transcendental or nonlinear equations such as ( 1.2), ( 1.4), or ( 1.5). That is, while Cardano's formula ( 1.3) provides the exact value картинка 97of one of the roots of ( 1.2), the methods we are going to study here will provide just a numerical approximation of that root. If you have a rigorous mathematical mind you may feel a bit disappointed since it seems always preferable to have an exact analytical expression rather than an approximation. However, we should first clarify the actual meaning of exact solution within the context of physics.

It is obvious that if the coefficients appearing in the quadratic equation Fundamentals of Numerical Mathematics for Physicists and Engineers - изображение 98are known to infinite precision, then the solutions appearing in ( 1.1) are exact. The same can be said for Cardano's solution ( 1.3) of cubic equation ( 1.2). However, equations arising in physics or engineering such as ( 1.4) or ( 1.5) frequently involve universal constants (such as Planck constant картинка 99, the gravitational constant картинка 100, or the elementary electric charge All universal constants are known with limited precision For example the - фото 101). All universal constants are known with limited precision. For example, the currently accepted value of the Newtonian constant of gravitation is, according to NIST, 4

As of 2019 the most accurately measured universal constant is known as - фото 102

As of 2019, the most accurately measured universal constant is

known as Rydberg constant In other words the most accurate physical constant - фото 103

known as Rydberg constant . In other words, the most accurate physical constant is known with 12 digits of precision. Other equations may also contain empirical parameters (such as the thermal conductivity картинка 104or the magnetic permeability картинка 105of a certain material), which are also known with limited (and usually much less) precision. Therefore, the solutions obtained from equations arising in empirical sciences or technology (even if they have been obtained by analytical methods) are, intrinsically, inaccurate.

Current standard double precision floating point operations are nearly 10 000 times more accurate than the most precise universal constant known in nature. In this book, we will study how to take advantage of this precision in order to implement computational methods capable of satisfying the required accuracy constraints, even in the most demanding situations.

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