Polynomial functions

The next step is to consider powers of the independent variable x. A term of the form axm is called a monomial of degree m. Summing monomials, we get a polynomial function: Here n is the degree of the polynomial. A few polynomial functions are shown in Fig. 2.8. A quick glance at the three plots suggests a few observations: We define concepts like local or global minimum… Continue reading Polynomial functions

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Linear functions

A linear affine function has the following general form: Figure 2.7 shows a few linear functions. Strictly speaking, only the first function is linear. A function f is linear if the following condition holds: Fig. 2.7 Graphs of linear (affine) functions. for arbitrary numbers αi and xi, i = 1, 2. However, this holds only when the coefficient q in (2.4) is zero. To see… Continue reading Linear functions

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FUNCTIONS

Functions are rules that map input values to output values in a well determined way. They come in many guises, depending on what is mapped on what. Generally, a function is specified as where D is the domain of the function, i.e., the set of possible input values on which the function is defined, and I is the image or range of the function, i.e.,… Continue reading FUNCTIONS

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Permutations and combinations

Many practical problems involve permutations and combinations of objects. A first question is: Given a collection of n objects, in how many ways can we permute them? For instance, let us consider the set {a, b, c}. Since the set is quite small, we can enumerate all of the possible permutations systematically. First we consider permutations beginning… Continue reading Permutations and combinations

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The sum notation

Consider an expression like We will meet similar expressions quite often in the book, and a nice shorthand notation for this expression is which should be read as the sum of “x subscript i,” for i ranging from 1 to 4. Sometimes, the sum limits can be symbolic, as in We may even consider an infinite sum like In… Continue reading The sum notation

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Intervals on the real line

Inequalities like a ≤ x ≤ b, where a and b are arbitrary real numbers such that a < b, define intervals on the real line. The inequality above defines an interval that includes its extreme points. In such a case, we use the notation [a, b] to denote the interval, and we speak of a closed interval. On the contrary, inequalities a < x < b define the open interval (a, b). For… Continue reading Intervals on the real line

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Real vs. integer numbers

If we order cars from a car manufacturer, we cannot order 10.56986 cars; we may order either 10 or 11 cars, but any value in between makes no sense. It should be intuitively clear what we mean by an integer number; integer numbers are used to measure variables that have a intrinsically discrete nature. A real number is… Continue reading Real vs. integer numbers

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A LITTLE BACKGROUND

As we have already pointed out, the reader is assumed to be equipped with a basic mathematical background about sets as well as integer and real numbers. In this section we briefly recall a few basic concepts for convenience.

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