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Use fsolve to have Maple use numerical approximation techniques (as opposed to algebraic methods) to find a decimal approximation to a solution of an equation 





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Maple is a powerful mathematical calculator often called a computer algebra system is not a polynomial fsolve will find at most

:
fsolve Use fsolve to have Maple use numerical approximation techniques (as opposed to algebraic methods) to find a decimal approximation to a solution of an equation or system of equations. The syntax of fsolve is the standard Maple syntax: fsolve(what,how); where "what" stands for the equation (or system of equations) to be solved and "how" refers to the variable(s) being solved for. To read more about setting up equations for solution, see the description of the solve command. Using fsolve to solve a single equation: Because fsolve uses numerical techniques rather than algebraic ones, it is required that the number of equations be precisely the same as the number of variables being solved for. So, when fsolving one equation, it is crucial that there be exactly one unspecified variable in the equation. There are two ways to use the fsolve command. The first is precisely like the solve command: > restart; > fsolve(x^2+5*x=17,x); -7.321825380, 2.321825380 This demonstrates that fsolve, like solve, knows how many roots to expect of a polynomial and will attempt to find them all (even if some are complex). When solving a transcendental equation, fsolve is usually content to find one solution. The second way to use fsolve is especially important when an equation has many solutions, and you want to pick out a specific one. In this version of fsolve, it is possible to specify a domain (interval) in which the solution should be found. For example, consider the equation > eqn:=x=tan(x); eqn := x = tanx() 61
As we can see from plotting both sides, this equation has many solutions: > plot({x,tan(x)},x=-8..8,-8..8,discont=true,thickness=2,color =black); x 8 8 4 0 4 -4 -8 0-4-8 Just using fsolve on this equation will find one solution: > fsolve(eqn,x); 0. Now, suppose we want to find the solution between 6 and 8. Then we enter: > fsolve(eqn,x,x=6..8);

7.725251837

> tan(%);

7.725251841

So we have found the solution to about 7 decimal places. What can go wrong? Aside from syntax errors, there are a few things that can go wrong when using fsolve. First, as with solve, it is possible that the "variable" in the equation to be solved has already been given a value (perhaps one that was forgotten in the course of the Maple session). This results in the following response: > x:=3: fsolve(x^2=4,x);

Error, (in fsolve) invalid arguments

62
The other things that can go wrong involve Maple's seeming inability to find a solution. This can result from one of two situations: first, there might be no solution -- second, the numerical procedure being used by Maple might need a little assistance from the user. For example: > x:='x':fsolve(sin(x)=exp(x^2),x); fsolve sinx() = e x 2 , x ae This "non-response" from Maple indicates that it cannot find a solution. But that is because this equation has no solutions. Sometimes, fsolve chooses its initial approximation poorly and subsequently is unable to find a solution even if it exists. In this case Maple returns a message to this effect, and suggests choosing a "different" starting interval. In this case, using the second version of fsolve with specified domain will remedy the problem. (Of course, to find the appropriate domain, the most reasonable thing to do is plot the two sides of the equation and look for the intersection point!). Finally , fsolve will return an error message if there is a different number of equations than unknowns: > fsolve(a*x=1,x); Error, (in fsolve) a is in the equation, and is not solved for Of course, the solve command is able to handle this equation easily. > solve(a*x=1,x); 1 a Using fsolve to solve systems of equations: To be consistent with its "what","how" syntax, fsolve requires that a system of equations be enclosed in braces { } and that the list of variables being solved for also be so enclosed. For example: > fsolve({2*x+y=17,x^2-y^2=20},{x,y}); x = 16.37758198, y = -15.75516397{} It is important to remember that the number of equations must be the same as the number of unknowns, and that no other (unspecified) variables are allowed in the equations: > fsolve({a*x+y=13,b*x-y=20},{x,y}); Error, (in fsolve) {a, b} are in the equation, and are not solved for Finally, we note that it is possible (and often advisable) to give fsolve a domain to search in -- this is done by giving an interval for each variable separately, thereby providing fsolve 63
with a rectangular box-like region in which to find a solution. For example, let's consider the system solved above: > eqn1:=2*x+y=17: eqn2:=x^2-y^2=20: We give the equations names mostly to remind you that this is possible. Experimenting with several plots ultimately resulted in the following one, which shows that our "fsolve" statement above returned only one of the two intersection points: > plot({17-2*x,sqrt(x^2-20),-sqrt(x^2-20)},x=4..20,color=black ,thickness=2); 20 10 x 0 -10 20 -20

161284

We can force fsolve to find the leftmost one as follows: > fsolve({eqn1,eqn2},{x,y},{x=4..8,y=0..10}); y = 4.421830634, x = 6.289084683{} The syntax here is important! First comes the set of equations to solve (enclosed in braces), then the set of variables to solve for (enclosed in braces) and then the list of ranges for the variables (enclosed in braces). Only the third of these (the list of variable ranges) is optional when solving systems of equations. The other two must be present. As usual with solve and fsolve, we can substitute this solution (just as it is!) back into the equations to make sure it is correct. First, we give it a name: > s:=%; s := y = 4.421830634, x = 6.289084683{} 64
> subs(s,eqn1),subs(s,eqn2);

17.00000000 = 17, 19.99999999 = 20

So it seems to work.

A quick note about the last output: 19.99999999 is obviously not 20, but it is as close as Maple can come under the circumstances. All computers (and calculators) do arithmetic to a limited number of digits and, as a result, values which require more digits than available are rounded off or chopped off, depending on the way the computer/calculator is designed. Calculations made with imprecise numbers lead to imprecise results and, for longer problems involving many calculations, can cause the computer/calculator to produce results not even close to the correct answer. One final note -- when you give intervals for the variables, it is necessary to give ranges for all of the variables. fsolve will return nothing if intervals are specified for some but not all variables. 65
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