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Encyclopedia > Equation solving

In mathematics, equation solving is the problem of finding what values (numbers, functions, sets, etc.) fulfill a condition stated as an equality (an equation). Usually, this condition involves expressions with variables (or unknowns), which are to be substituted by values in order for the equality to hold. More precisely, an equation involves some free variables. Euclid, Greek mathematician, 3rd century BC, known today as the father of geometry; shown here in a detail of The School of Athens by Raphael. ... A number is an abstract entity that represents a count or measurement. ... Partial plot of a function f. ... In mathematics, a set can be thought of as any collection of distinct things considered as a whole. ... An equation is a mathematical statement, in symbols, that two things are the same. ... In computer science and mathematics, a variable is a symbol denoting a quantity or symbolic representation. ... In mathematics, and in other disciplines involving formal languages, including mathematical logic and computer science, a free variable is a notation for a place or places in an expression, into which some definite substitution may take place, or with respect to which some operation (summation or quantification, to give two...


In one general case, we have a situation such as

f(x1,...,xn)=c,

with c being a constant, which has a set of solutions S of the form

{(a1,...,an)∈Tn|f(a0,...,an)=c}

with Tn the domain of the function. Note that the set of solutions can be empty (there are no solutions), singleton (there is exactly 1 solution), finite, or infinite (there are infinitely many solutions). Generally, a singleton is something which exists alone in some way. ...


For example, an expression such as

3x+2y=21z

can be solved by first modifying the equation in some way as to preserve the equality, such as subtracting both sides by 21z to obtain

3x+2y-21z=0

Now, it occurs that in solving this equation, that there is not just one solution to this equation, but an infinite set of solutions, which can be written

{(x, y, z)|3x+2y-21z=0}.

One particular solution is x = 20/3, y = 11, z = 2. In fact, this particular set of solutions describe a plane in three dimensions, which passes through the point (20/3, 11, 2).

Contents

Solution sets

If the solution set is empty, then there are no such xi such that In mathematics, a solution set for a collection of polynomials over some ring is defined to be the set . ...

f(x0,...,xn)=c

becomes true for a given c.


For example, let us examine the classic one-variable case, given a function

consider the equation

f(x) = -1

The solution set is {}, in that no positive real number solves this equation. However note that in attempting to find solutions for this equation, if we modify the function's definition - more specifically, the function's domain, we can find solutions to this equation. So, if we were instead to define

g(x) = -1

has a solution set {i, -i}, where i is the imaginary unit. This equation has exactly two solutions. In mathematics, the imaginary unit (sometimes also represented by the Latin or the Greek iota) allows the real number system to be extended to the complex number system . ...


We have already seen that certain solutions sets can describe surfaces. For example, in studying elementary mathematics, one knows that the solution set of an equation in the form ax=b with a,b real-valued constants, this forms a line in the vector space R2. However, it may not always be easy to graphically depict solutions sets - for example, the solution set to an equation in the form ax+by+cz+dw=k (with a, b, c, d, and k real-valued constants) is a hyperplane. In mathematics, a vector space (or linear space) is a collection of objects (called vectors) that, informally speaking, may be scaled and added. ... A hyperplane is a concept in geometry. ...


Methods of solution

In simple cases, it is rather easy to solve an equation provided certain conditions are met. However, in more complicated cases, exact symbolic forms for solutions are often difficult to obtain or cumbersome to manipulate with, and an approximate numerical solution may be in fact sufficient for use.


Inverse functions

In the simple case of a function of one variable, say, h(x), we can solve an equation of the form

h(x)=c, c constant

by considering what is known as the inverse function of h. In mathematics, an inverse function is in simple terms a function which does the reverse of a given function. ...


Given a function h : AB, the inverse function, denoted h-1, defined as h-1 : BA is a function such that

h-1(h(x)) = h(h-1(x)) = x.

Now, if we apply the inverse function to both sides of

h(x)=c, c constant

we obtain

h-1(h(x))=h-1(c)
x = h-1(c)

and we have found the solution to the equation. However, depending on the function, the inverse may be difficult to be defined, or may not be a function on all of the set B (only on some subset), and have many values at some point.


Examples

If the x is being added onto, we add the opposite number to both sides of the equation to solve for x. If the x is being multiplied, we multiply both sides of the equation by the reciprocal number. If x is an exponent in an exponential equation, we take the logarithm of the appropriate base of both sides of the equation. If x is the base of a power equation, we take the appropriate root of both sides of the equation. If x is the angle in a trigonometric equation, we take the inverse trig function of both sides of the equation.


Numerical methods

With more complicated equations, simple methods to solve equations can fail. In certain circumstances, a root-finding algorithm can be used to find a numerical solution to an equation, which within some applications can be entirely sufficient to solve some problem. A root-finding algorithm is a numerical method, or algorithm, for finding a value x such that f(x) = 0, for a given function f. ...


Taylor series

One well-studied area of mathematics involves examining whether we can create some simple function to approximate a more complex equation near a given point. In fact, polynomials in one or several variables can be used to approximate functions in this way - these are known as Taylor series. As the degree of the Taylor series rises, it approaches the correct function. ...


Solving other equations

It is important to note that we can create even more complex equations, involving differential operators, matrices, and so on. The underlying principle of solving equations by finding a value which satisfies the equation is maintained, but with vastly differing methodologies used to find them. In mathematics, a differential operator is a linear operator defined as a function of the differentiation operator. ... In mathematics, a matrix (plural matrices) is a rectangular table of numbers or, more generally, a table consisting of abstract quantities that can be added and multiplied. ...


  Results from FactBites:
 
Equation solving - Wikipedia, the free encyclopedia (690 words)
In mathematics, equation solving is the problem of finding what values (numbers, functions, sets, etc.) fulfill a condition stated as an equality (an equation).
However, depending on the function, the inverse may be difficult to be defined, or may not be a function on all of the set B (only on some subset), and have many values at some point.
In certain circumstances, a root-finding algorithm can be used to find a numerical solution to an equation, which within some applications can be entirely sufficient to solve some problem.
Equation solving - definition of Equation solving in Encyclopedia (680 words)
In mathematics, equation solving is the problem of finding what values (numbers, functions, sets...) fulfil a condition stated as an equality (an equation).
However, it may not always be easy to graphically depict solutions sets - for example, the solution set to an equation in the form ax+by+cz+dw=k (with a, b, c, d, and k real-valued constants) is a hyperplane.
The underlying principle of solving equations by finding a value which satisfies the equation is maintained, but with vastly differing methodologies used to find them.
  More results at FactBites »


 

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