Sin, Cos, Tan , ArcSin, ArcCos, ArcTan , Exp , Ln , Sqrt , Abs , Sign , Complex , Re , Im , I , Conjugate , Arg , RootsOfUnity , !, !!, ***, Subfactorial , Bin , Eulerian , Add , Sum , Average , Factorize , Min , Max , IsZero , IsRational , Numer , Denom , Commutator , Taylor , InverseTaylor , ReversePoly , BigOh , Newton , D , Curl , Diverge , Integrate , Simplify , RadSimp , Rationalize , Solve , SuchThat , Eliminate , PSolve , Pi() , Random, RandomSeed , RngCreate, RngSeed, Rng , Limit , TrigSimpCombine , LagrangeInterpolant , Fibonacci .

Calculus and elementary functions

In this chapter, some facilities for doing calculus are described. These include functions implementing differentiation, integration, standard mathematical functions, and solving of equations.

Sin, Cos, Tan trigonometric functions
ArcSin, ArcCos, ArcTan inverse trigonometric functions
Exp exponential function
Ln natural logarithm
Sqrt square root
Abs absolute value or modulus
Sign sign of a number
Complex construct a complex number
Re real part of a complex number
Im imaginary part of a complex number
I imaginary unit
Conjugate complex conjugate
Arg argument of a complex number
RootsOfUnity find the n complex roots of unity
!, !!, ***, Subfactorial factorial and related functions
Bin binomial coefficients
Eulerian Eulerian numbers
Add find sum of a list of values
Sum find sum of a sequence
Average average of a list of values
Factorize product of a list of values
Min minimum of a number of values
Max maximum of a number of values
IsZero test whether argument is zero
IsRational test whether argument is a rational
Numer numerator of an expression
Denom denominator of an expression
Commutator commutator of two objects
Taylor univariate Taylor series expansion
InverseTaylor Taylor expansion of inverse
ReversePoly solve h(f(x))=g(x)+O(x^n) for h
BigOh drop all terms of a certain order in a polynomial
Newton solve an equation numerically with Newton's method
D differentiation
Curl curl of a vector field
Diverge divergence of a vector field
Integrate integration
Simplify try to simplify an expression
RadSimp simplify expression with nested radicals
Rationalize convert floating point numbers to fractions
Solve solve one or more algebraic equations
SuchThat find a value which makes some expression zero
Eliminate substitute and simplify
PSolve solve a polynomial equation
Pi() numerical approximation of Pi
Random, RandomSeed (pseudo-)random number generator
RngCreate, RngSeed, Rng manipulate random number generators as objects
Limit limit of an expression
TrigSimpCombine combine products of trigonometric functions
LagrangeInterpolant polynomial interpolation
Fibonacci Fibonacci sequence


Sin, Cos, Tan -- trigonometric functions

Standard library
Calling format:
Sin(x)
Cos(x)
Tan(x)

Parameters:
x -- argument to the function, in radians

Description:
These functions represent the trigonometric functions sine, cosine, and tangent respectively. Yacas leaves them alone even if x is a number, trying to keep the result as exact as possible. The floating point approximations of these functions can be forced by using the N function.

Yacas knows some trigonometric identities, so it can simplify to exact results even if N is not used. This is the case, for instance, when the argument is a multiple of Pi/6 or Pi/4.

These functions are threaded, meaning that if the argument x is a list, the function is applied to all entries in the list.

Examples:
In> Sin(1)
Out> Sin(1);
In> N(Sin(1),20)
Out> 0.84147098480789650665;
In> Sin(Pi/4)
Out> Sqrt(2)/2;

See also:
ArcSin , ArcCos , ArcTan , N , Pi .


ArcSin, ArcCos, ArcTan -- inverse trigonometric functions

Standard library
Calling format:
ArcSin(x)
ArcCos(x)
ArcTan(x)

Parameters:
x -- argument to the function

Description:
These functions represent the inverse trigonometric functions. For instance, the value of ArcSin(x) is the number y such that Sin(y) equals x.

Note that the number y is not unique. For instance, Sin(0) and Sin(Pi) both equal 0, so what should ArcSin(0) be? In Yacas, it is agreed that the value of ArcSin(x) should be in the interval [-Pi/2, Pi/2]. The same goes for ArcTan(x). However, ArcCos(x) is in the interval [0,Pi].

Usually, Yacas leaves these functions alone unless it is forced to do a numerical evaluation by the N function. If the argument is -1, 0, or 1 however, Yacas will simplify the expression. If the argument is complex, the expression will be rewritten using the Ln function.

These functions are threaded, meaning that if the argument x is a list, the function is applied to all entries in the list.

Examples:
In> ArcSin(1)
Out> Pi/2;

In> ArcSin(1/3)
Out> ArcSin(1/3);
In> Sin(ArcSin(1/3))
Out> 1/3;

In> N(ArcSin(0.75))
Out> 0.848062;
In> N(Sin(%))
Out> 0.7499999477;

See also:
Sin , Cos , Tan , N , Pi , Ln .


Exp -- exponential function

Standard library
Calling format:
Exp(x)

Parameters:
x -- argument to the function

Description:
This function calculates e raised to the power x, where e is the mathematic constant 2.71828... One can use Exp(1) to represent e.

This function is threaded, meaning that if the argument x is a list, the function is applied to all entries in the list.

Examples:
In> Exp(0)
Out> 1;
In> Exp(I*Pi)
Out> -1;
In> N(Exp(1))
Out> 2.7182818284;

See also:
Ln , Sin , Cos , Tan , N .


Ln -- natural logarithm

Standard library
Calling format:
Ln(x)

Parameters:
x -- argument to the function

Description:
This function calculates the natural logarithm of "x". This is the inverse function of the exponential function, Exp, i.e. Ln(x)=y implies that Exp(y)=x. For complex arguments, the imaginary part of the logarithm is in the interval (- Pi, Pi]. This is compatible with the branch cut of Arg.

This function is threaded, meaning that if the argument x is a list, the function is applied to all entries in the list.

Examples:
In> Ln(1)
Out> 0;
In> Ln(Exp(x))
Out> x;
In> D(x) Ln(x)
Out> 1/x;

See also:
Exp , Arg .


Sqrt -- square root

Standard library
Calling format:
Sqrt(x)

Parameters:
x -- argument to the function

Description:
This function calculates the square root of "x". If the result is not rational, the call is returned unevaluated unless a numerical approximation is forced with the N function. This function can also handle negative and complex arguments.

This function is threaded, meaning that if the argument x is a list, the function is applied to all entries in the list.

Examples:
In> Sqrt(16)
Out> 4;
In> Sqrt(15)
Out> Sqrt(15);
In> N(Sqrt(15))
Out> 3.8729833462;
In> Sqrt(4/9)
Out> 2/3;
In> Sqrt(-1)
Out> Complex(0,1);

See also:
Exp , ^ , N .


Abs -- absolute value or modulus

Standard library
Calling format:
Abs(x)

Parameters:
x -- argument to the function

Description:
This function returns the absolute value (also called the modulus) of "x". If "x" is positive, the absolute value is "x" itself; if "x" is negative, the absolute value is "-x". For complex "x", the modulus is the "r" in the polar decomposition x=r*Exp(I*phi).

This function is connected to the Sign function by the identity "Abs(x) * Sign(x) = x" for real "x".

This function is threaded, meaning that if the argument x is a list, the function is applied to all entries in the list.

Examples:
In> Abs(2);
Out> 2;
In> Abs(-1/2);
Out> -1/2;
In> Abs(3+4*I);
Out> 5;

See also:
Sign , Arg .


Sign -- sign of a number

Standard library
Calling format:
Sign(x)

Parameters:
x -- argument to the function

Description:
This function returns the sign of the real number x. It is "1" for positive numbers and "-1" for negative numbers. Somewhat arbitrarily, Sign(0) is defined to be 1.

This function is connected to the Abs function by the identity Abs(x)*Sign(x)=x for real x.

This function is threaded, meaning that if the argument x is a list, the function is applied to all entries in the list.

Examples:
In> Sign(2)
Out> 1;
In> Sign(-3)
Out> -1;
In> Sign(0)
Out> 1;
In> Sign(-3) * Abs(-3)
Out> -3;

See also:
Arg , Abs .


Complex -- construct a complex number

Standard library
Calling format:
Complex(r, c)

Parameters:
r -- real part

c -- imaginary part

Description:
This function represents the complex number "r + I*c", where "I" is the imaginary unit. It is the standard representation used in Yacas to represent complex numbers. Both "r" and "c" are supposed to be real.

Note that, at the moment, many functions in Yacas assume that all numbers are real unless it is obvious that it is a complex number. Hence Im(Sqrt(x)) evaluates to 0 which is only true for nonnegative "x".

Examples:
In> I
Out> Complex(0,1);
In> 3+4*I
Out> Complex(3,4);
In> Complex(-2,0)
Out> -2;

See also:
Re , Im , I , Abs , Arg .


Re -- real part of a complex number

Standard library
Calling format:
Re(x)

Parameters:
x -- argument to the function

Description:
This function returns the real part of the complex number "x".

Examples:
In> Re(5)
Out> 5;
In> Re(I)
Out> 0;
In> Re(Complex(3,4))
Out> 3;

See also:
Complex , Im .


Im -- imaginary part of a complex number

Standard library
Calling format:
Im(x)

Parameters:
x -- argument to the function

Description:
This function returns the imaginary part of the complex number "x".

Examples:
In> Im(5)
Out> 0;
In> Im(I)
Out> 1;
In> Im(Complex(3,4))
Out> 4;

See also:
Complex , Re .


I -- imaginary unit

Standard library
Calling format:
I

Description:
This symbol represents the imaginary unit, which equals the square root of -1. It evaluates to Complex(0,1).

Examples:
In> I
Out> Complex(0,1);
In> I = Sqrt(-1)
Out> True;

See also:
Complex .


Conjugate -- complex conjugate

Standard library
Calling format:
Conjugate(x)

Parameters:
x -- argument to the function

Description:
This function returns the complex conjugate of "x". The complex conjugate of a+I*b is a-I*b. This function assumes that all unbound variables are real.

Examples:
In> Conjugate(2)
Out> 2;
In> Conjugate(Complex(a,b))
Out> Complex(a,-b);

See also:
Complex , Re , Im .


Arg -- argument of a complex number

Standard library
Calling format:
Arg(x)

Parameters:
x -- argument to the function

Description:
This function returns the argument of "x". The argument is the angle with the positive real axis in the Argand diagram, or the angle "phi" in the polar representation r*Exp(I*phi) of "x". The result is in the range (-Pi, Pi], that is, excluding -Pi but including Pi. The argument of 0 is Undefined.

Examples:
In> Arg(2)
Out> 0;
In> Arg(-1)
Out> Pi;
In> Arg(1+I)
Out> Pi/4;

See also:
Abs , Sign .


RootsOfUnity -- find the n complex roots of unity

Standard library
Calling format:
RootsOfUnity(n)

Parameters:
n -- positive integer

Description:
This function returns the list of n roots of unity. The first element of this list is the primitive n-th root of unity, and the last element is simply 1.

Examples:
In> RootsOfUnity(3)
Out> {Complex(-1/2,Sqrt(3/4)),Complex(-1/2,-Sqrt(3/4)),1};
In> RootsOfUnity(1)
Out> {1};
In> RootsOfUnity(2)
Out> {-1,1};

See also:
I , Complex .


!, !!, ***, Subfactorial -- factorial and related functions

Standard library
Calling format:
n!
n!!
a *** b
Subfactorial(m)

Parameters:
m -- integer n -- integer, half-integer, or list a, b -- numbers

Description:
The factorial function n! calculates the factorial of integer or half-integer numbers. For nonnegative integers, n! :=n*(n-1)*(n-2)*...*1. The factorial of half-integers is defined via Euler's Gamma function, z! :=Gamma(z+1). If n=0 the function returns 1.

The "double factorial" function n!! calculates n*(n-2)*(n-4)*.... This product terminates either with 1 or with 2 depending on whether n is odd or even. If n=0 the function returns 1.

The "partial factorial" function a *** b calculates the product a*(a+1)*... which is terminated at the least integer not greater than b. The arguments a and b do not have to be integers; for integer arguments, a *** b = b! /(a-1)!. This function is sometimes a lot faster than evaluating the two factorials, especially if a and b are close together. If a>b the function returns 1.

The Subfactorial function can be interpreted as the number of permutations of m objects in which no object appears in its natural place, also called "derangements."

The factorial functions are threaded, meaning that if the argument n is a list, the function will be applied to each element of the list.

Note: For reasons of Yacas syntax, the factorial sign ! cannot precede other non-letter symbols such as + or *. Therefore, you should enter a space after ! in expressions such as x! +1.

The factorial functions terminate and print an error message if the arguments are too large (currently the limit is n<65535) because exact factorials of such large numbers are computationally expensive and most probably not useful. One can call LnGammaNum() to evaluate logarithms of such factorials to desired precision.

Examples:
In> 5!
Out> 120;
In> 1 * 2 * 3 * 4 * 5
Out> 120;
In> (1/2)!
Out> Sqrt(Pi)/2;
In> 7!!;
Out> 105;
In> 1/3 *** 10;
Out> 17041024000/59049;
In> Subfactorial(10)
Out> 1334961;

See also:
Bin , Factorize , Gamma , !! , *** , Subfactorial .


Bin -- binomial coefficients

Standard library
Calling format:
Bin(n, m)

Parameters:
n, m -- integers

Description:
This function calculates the binomial coefficient "n" above "m", which equals

n! /(m! *(n-m)!)

This is equal to the number of ways to choose "m" objects out of a total of "n" objects if order is not taken into account. The binomial coefficient is defined to be zero if "m" is negative or greater than "n"; Bin(0,0)=1.

Examples:
In> Bin(10, 4)
Out> 210;
In> 10! / (4! * 6!)
Out> 210;

See also:
! , Eulerian .


Eulerian -- Eulerian numbers

Standard library
Calling format:
Eulerian(n,m)

Parameters:
n, m --- integers

Description:
The Eulerian numbers can be viewed as a generalization of the binomial coefficients, and are given explicitly by

Sum(j,0,k+1,(-1)^j*Bin(n+1,j)*(k-j+1)^n)

.

Examples:
In> Eulerian(6,2)
Out> 302;
In> Eulerian(10,9)
Out> 1;

See also:
Bin .


Add -- find sum of a list of values

Standard library
Calling format:
Add(val1, val2, ...)
Add({list})

Parameters:
val1, val2 -- epressions

{list} -- list of expressions to add

Description:
This function adds all its arguments and returns their sum. It accepts any number of arguments. The arguments can be also passed as a list.

Examples:
In> Add(1,4,9);
Out> 14;
In> Add(1 .. 10);
Out> 55;

See also:
Average .


Sum -- find sum of a sequence

Standard library
Calling format:
Sum(var, from, to, body)

Parameters:
var -- variable to iterate over

from -- integer value to iterate from

to -- integer value to iterate up to

body -- expression to evaluate for each iteration

Description:
The command finds the sum of the sequence generated by an iterative formula. The expression "body" is evaluated while the variable "var" ranges over all integers from "from" up to "to", and the sum of all the results is returned. Obviously, "to" should be greater than or equal to "from".

Warning: Sum does not evaluate its arguments var and body until the actual loop is run.

Examples:
In> Sum(i, 1, 3, i^2);
Out> 14;

See also:
Factorize .


Average -- average of a list of values

Standard library
Calling format:
Average(list)

Parameters:
list -- list of values to average

Description:
This command calculates the (arithmetical) average of all the entries in "list", which is the sum of all entries divided by the number of entries.

Examples:
In> Average({1,2,3,4,5});
Out> 3;
In> Average({2,6,7});
Out> 5;

See also:
Add .


Factorize -- product of a list of values

Standard library
Calling format:
Factorize(list)
Factorize(var, from, to, body)

Parameters:
list -- list of values to multiply

var -- variable to iterate over

from -- integer value to iterate from

to -- integer value to iterate up to

body -- expression to evaluate for each iteration

Description:
The first form of the Factorize command simply multiplies all the entries in "list" and returns their product.

If the second calling sequence is used, the expression "body" is evaluated while the variable "var" ranges over all integers from "from" up to "to", and the product of all the results is returned. Obviously, "to" should be greater than or equal to "from".

Examples:
In> Factorize({1,2,3,4});
Out> 24;
In> Factorize(i, 1, 4, i);
Out> 24;

See also:
Sum , Apply .


Min -- minimum of a number of values

Standard library
Calling format:
Min(x,y)
Min(list)

Parameters:
x, y -- pair of values to determine the minimum of

list -- list of values from which the minimum is sought

Description:
This function returns the minimum value of its argument(s). If the first calling sequence is used, the smaller of "x" and "y" is returned. If one uses the second form, the smallest of the entries in "list" is returned. In both cases, this function can only be used with numerical values and not with symbolic arguments.

Examples:
In> Min(2,3);
Out> 2;
In> Min({5,8,4});
Out> 4;

See also:
Max , Sum , Average .


Max -- maximum of a number of values

Standard library
Calling format:
Max(x,y)
Max(list)

Parameters:
x, y -- pair of values to determine the maximum of

list -- list of values from which the maximum is sought

Description:
This function returns the maximum value of its argument(s). If the first calling sequence is used, the larger of "x" and "y" is returned. If one uses the second form, the largest of the entries in "list" is returned. In both cases, this function can only be used with numerical values and not with symbolic arguments.

Examples:
In> Max(2,3);
Out> 3;
In> Max({5,8,4});
Out> 8;

See also:
Min , Sum , Average .


IsZero -- test whether argument is zero

Standard library
Calling format:
IsZero(n)

Parameters:
n -- number to test

Description:
IsZero(n) evaluates to True if "n" is zero. In case "n" is not a number, the function returns False.

Examples:
In> IsZero(3.25)
Out> False;
In> IsZero(0)
Out> True;
In> IsZero(x)
Out> False;

See also:
IsNumber , IsNotZero .


IsRational -- test whether argument is a rational

Standard library
Calling format:
IsRational(expr)

Parameters:
expr -- expression to test

Description:
This commands tests whether the expression "expr" is a rational number. This is the case if the top-level operator of "expr" is /.

Examples:
In> IsRational(5)
Out> False;
In> IsRational(2/7)
Out> True;
In> IsRational(a/b)
Out> True;
In> IsRational(x + 1/x)
Out> False;

See also:
Numer , Denom .


Numer -- numerator of an expression

Standard library
Calling format:
Numer(expr)

Parameters:
expr -- expression to determine numerator of

Description:
This function determines the numerator of the rational expression "expr" and returns it. As a special case, if its argument is numeric but not rational, it returns this number. If "expr" is neither rational nor numeric, the function returns unevaluated.

Examples:
In> Numer(2/7)
Out> 2;
In> Numer(a / x^2)
Out> a;
In> Numer(5)
Out> 5;

See also:
Denom , IsRational , IsNumber .


Denom -- denominator of an expression

Standard library
Calling format:
Denom(expr)

Parameters:
expr -- expression to determine denominator of

Description:
This function determines the denominator of the rational expression "expr" and returns it. As a special case, if its argument is numeric but not rational, it returns 1. If "expr" is neither rational nor numeric, the function returns unevaluated.

Examples:
In> Denom(2/7)
Out> 7;
In> Denom(a / x^2)
Out> x^2;
In> Denom(5)
Out> 1;

See also:
Numer , IsRational , IsNumber .


Commutator -- commutator of two objects

Standard library
Calling format:
Commutator(a, b)

Parameters:
a, b -- two objects whose commutator should be computed

Description:
This command computes the commutator of 'a" and "b", i.e. the expression "a b - b a". For numbers and other objects for which multiplication is commutative, the commutator is zero. But this is not necessarily the case for matrices.

Examples:
In> Commutator(2,3)
Out> 0;
In> PrettyPrinter("PrettyForm");

True

In> A := { {0,x}, {0,0} }

/              \
| ( 0 ) ( x )  |
|              |
| ( 0 ) ( 0 )  |
\              /

In> B := { {y,0}, {0,z} }

/              \
| ( y ) ( 0 )  |
|              |
| ( 0 ) ( z )  |
\              /

In> Commutator(A,B)

/                          \
| ( 0 ) ( x * z - y * x )  |
|                          |
| ( 0 ) ( 0 )              |
\                          /


Taylor -- univariate Taylor series expansion

Standard library
Calling format:
Taylor(var, at, order) expr

Parameters:
var -- variable

at -- point to get Taylor series around

order -- order of approximation

expr -- expression to get Taylor series for

Description:
This function returns the Taylor series expansion of the expression "expr" with respect to the variable "var" around "at" up to order "order". This is a polynomial which agrees with "expr" at the point "var = at", and furthermore the first "order" derivatives of the polynomial at this point agree with "expr". Taylor expansions around removable singularities are correctly handled by taking the limit as "var" approaches "at".

Examples:
In> PrettyForm(Taylor(x,0,9) Sin(x))

     3    5      7       9
    x    x      x       x
x - -- + --- - ---- + ------
    6    120   5040   362880

Out> True;

See also:
D , InverseTaylor , ReversePoly , BigOh .


InverseTaylor -- Taylor expansion of inverse

Standard library
Calling format:
InverseTaylor(var, at, order) expr

Parameters:
var -- variable

at -- point to get inverse Taylor series around

order -- order of approximation

expr -- expression to get inverse Taylor series for

Description:
This function builds the Taylor series expansion of the inverse of the expression "expr" with respect to the variable "var" around "at" up to order "order". It uses the function ReversePoly to perform the task.

Examples:
In> PrettyPrinter("PrettyForm")

True

In> exp1 := Taylor(x,0,7) Sin(x)

     3    5      7
    x    x      x
x - -- + --- - ----
    6    120   5040

In> exp2 := InverseTaylor(x,0,7) ArcSin(x)

 5      7     3
x      x     x
--- - ---- - -- + x
120   5040   6

In> Simplify(exp1-exp2)

0

See also:
ReversePoly , Taylor , BigOh .


ReversePoly -- solve h(f(x))=g(x)+O(x^n) for h

Standard library
Calling format:
ReversePoly(f, g, var, newvar, degree)

Parameters:
f, g -- functions of "var"

var -- a variable

newvar -- a new variable to express the result in

degree -- the degree of the required solution

Description:
This function returns a polynomial in "newvar", say "h(newvar)", with the property that "h(f(var))" equals "g(var)" up to order "degree". The degree of the result will be at most "degree-1". The only requirement is that the first derivative of "f" should not be zero.

This function is used to determine the Taylor series expansion of the inverse of a function "f": if we take "g(var)=var", then "h(f(var))=var" (up to order "degree"), so "h" will be the inverse of "f".

Examples:
In> f(x):=Eval(Expand((1+x)^4))
Out> True;
In> g(x) := x^2
Out> True;
In> h(y):=Eval(ReversePoly(f(x),g(x),x,y,8))
Out> True;
In> BigOh(h(f(x)),x,8)
Out> x^2;
In> h(x)
Out> (-2695*(x-1)^7)/131072+(791*(x-1)^6)
/32768 +(-119*(x-1)^5)/4096+(37*(x-1)^4)
/1024+(-3*(x-1)^3)/64+(x-1)^2/16;

See also:
InverseTaylor , Taylor , BigOh .


BigOh -- drop all terms of a certain order in a polynomial

Standard library
Calling format:
BigOh(poly, var, degree)

Parameters:
poly -- a univariate polynomial

var -- a free variable

degree -- positive integer

Description:
This function drops all terms of order "degree" or higher in "poly", which is a polynomial in the variable "var".

Examples:
In> BigOh(1+x+x^2+x^3,x,2)
Out> x+1;

See also:
Taylor , InverseTaylor .


Newton -- solve an equation numerically with Newton's method

Standard library
Calling format:
Newton(expr, var, initial, accuracy)
Newton(expr, var, initial, accuracy,min,max)

Parameters:
expr -- an expression to find a zero for

var -- free variable to adjust to find a zero

initial -- initial value for "var" to use in the search

accuracy -- minimum required accuracy of the result

min -- minimum value for "var" to use in the search

max -- maximum value for "var" to use in the search

Description:
This function tries to numerically find a zero of the expression expr, which should depend only on the variable var. It uses the value initial as an initial guess.

The function will iterate using Newton's method until it estimates that it has come within a distance accuracy of the correct solution, and then it will return its best guess. In particular, it may loop forever if the algorithm does not converge.

When min and max are supplied, the Newton iteration takes them into account by returning Fail if it failed to find a root in the given range. Note this doesn't mean there isn't a root, just that this algorithm failed to find it due to the trial values going outside of the bounds.

Examples:
In> Newton(Sin(x),x,3,0.0001)
Out> 3.1415926535;
In> Newton(x^2-1,x,2,0.0001,-5,5)
Out> 1;
In> Newton(x^2+1,x,2,0.0001,-5,5)
Out> Fail;

See also:
Solve , NewtonNum .


D -- differentiation

Standard library
Calling format:
D(var) expr
D(list) expr
D(var,n) expr

Parameters:
var -- variable

list -- a list of variables

expr -- expression to take derivatives of

n -- order of derivative

Description:
This function calculates the derivative of the expression expr with respect to the variable var and returns it. If the third calling format is used, the n-th derivative is determined. Yacas knows how the differentiate standard functions such as Ln and Sin.

The D operator is threaded in both var and expr. This means that if either of them is a list, the function is applied to each entry in the list. The results are collected in another list which is returned. If both var and expr are a list, their lengths should be equal. In this case, the first entry in the list expr is differentiated with respect to the first entry in the list var, the second entry in expr is differentiated with respect to the second entry in var, and so on.

The D operator returns the original function if n=0, a common mathematical idiom that simplifies many formulae.

Examples:
In> D(x)Sin(x*y)
Out> y*Cos(x*y);
In> D({x,y,z})Sin(x*y)
Out> {y*Cos(x*y),x*Cos(x*y),0};
In> D(x,2)Sin(x*y)
Out> -Sin(x*y)*y^2;
In> D(x){Sin(x),Cos(x)}
Out> {Cos(x),-Sin(x)};

See also:
Integrate , Taylor , Diverge , Curl .


Curl -- curl of a vector field

Standard library
Calling format:
Curl(vector, basis)

Parameters:
vector -- vector field to take the curl of

basis -- list of variables forming the basis

Description:
This function takes the curl of the vector field "vector" with respect to the variables "basis". The curl is defined in the usual way,

Curl(f,x) = {
    D(x[2]) f[3] - D(x[3]) f[2],
    D(x[3]) f[1] - D(x[1]) f[3],
    D(x[1]) f[2] - D(x[2]) f[1]
}
Both "vector" and "basis" should be lists of length 3.

Example:
In> Curl({x*y,x*y,x*y},{x,y,z})
Out> {x,-y,y-x};

See also:
D , Diverge .


Diverge -- divergence of a vector field

Standard library
Calling format:
Diverge(vector, basis)

Parameters:
vector -- vector field to calculate the divergence of

basis -- list of variables forming the basis

Description:
This function calculates the divergence of the vector field "vector" with respect to the variables "basis". The divergence is defined as

Diverge(f,x) = D(x[1]) f[1] + ...
    + D(x[n]) f[n],
where n is the length of the lists "vector" and "basis". These lists should have equal length.

Example:
In> Diverge({x*y,x*y,x*y},{x,y,z})
Out> y+x;

See also:
D , Curl .


Integrate -- integration

Standard library
Calling format:
Integrate(var, x1, x2) expr
Integrate(var) expr

Parameters:
var -- atom, variable to integrate over

x1 -- first point of definite integration

x2 -- second point of definite integration

expr -- expression to integrate

Description:
This function integrates the expression expr with respect to the variable var. The first calling format is used to perform definite integration: the integration is carried out from var=x1 to var=x2". The second form is for indefinite integration.

Some simple integration rules have currently been implemented. Polynomials, quotients of polynomials, the functions Sin, Cos, Exp, and Ln, and products of these functions with polynomials can be integrated.

Examples:
In> Integrate(x,a,b) Cos(x)
Out> Sin(b)-Sin(a);
In> Integrate(x) Cos(x)
Out> Sin(x)+C9;

See also:
D , UniqueConstant .


Simplify -- try to simplify an expression

Standard library
Calling format:
Simplify(expr)

Parameters:
expr -- expression to simplify

Description:
This function tries to simplify the expression expr as much as possible. It does this by grouping powers within terms, and then grouping similar terms.

Examples:
In> a*b*a^2/b-a^3
Out> (b*a^3)/b-a^3;
In> Simplify(a*b*a^2/b-a^3)
Out> 0;

See also:
TrigSimpCombine , RadSimp .


RadSimp -- simplify expression with nested radicals

Standard library
Calling format:
RadSimp(expr)

Parameters:
expr -- an expression containing nested radicals

Description:
This function tries to write the expression "expr" as a sum of roots of integers: Sqrt(e1)+Sqrt(e2)+..., where e1, e2 and so on are natural numbers. The expression "expr" may not contain free variables.

It does this by trying all possible combinations for e1, e2, ... Every possibility is numerically evaluated using N and compared with the numerical evaluation of "expr". If the approximations are equal (up to a certain margin), this possibility is returned. Otherwise, the expression is returned unevaluated.

Note that due to the use of numerical approximations, there is a small chance that the expression returned by RadSimp is close but not equal to expr. The last example underneath illustrates this problem. Furthermore, if the numerical value of expr is large, the number of possibilities becomes exorbitantly big so the evaluation may take very long.

Examples:
In> RadSimp(Sqrt(9+4*Sqrt(2)))
Out> Sqrt(8)+1;
In> RadSimp(Sqrt(5+2*Sqrt(6)) \
  +Sqrt(5-2*Sqrt(6)))
Out> Sqrt(12);
In> RadSimp(Sqrt(14+3*Sqrt(3+2
*Sqrt(5-12*Sqrt(3-2*Sqrt(2))))))
Out> Sqrt(2)+3;

But this command may yield incorrect results:

In> RadSimp(Sqrt(1+10^(-6)))
Out> 1;

See also:
Simplify , N .


Rationalize -- convert floating point numbers to fractions

Standard library
Calling format:
Rationalize(expr)

Parameters:
expr -- an expression containing real numbers

Description:
This command converts every real number in the expression "expr" into a rational number. This is useful when a calculation needs to be done on floating point numbers and the algorithm is unstable. Converting the floating point numbers to rational numbers will force calculations to be done with infinite precision (by using rational numbers as representations).

It does this by finding the smallest integer n such that multiplying the number with 10^n is an integer. Then it divides by 10^n again, depending on the internal gcd calculation to reduce the resulting division of integers.

Examples:
In> {1.2, 3.123, 4.5}
Out> {1.2,3.123,4.5};
In> Rationalize(%)
Out> {6/5,3123/1000,9/2};

See also:
IsRational .


Solve -- solve one or more algebraic equations

Standard library
Calling format:
Solve(eq, var)
Solve(eqlist, varlist)

Parameters:
eq -- single identity equation

var -- single variable

eqlist -- list of identity equations

varlist -- list of variables

Description:
This command tries to solve one or more equations. Use the first form to solve a single equation and the second one for systems of equations.

The first calling sequence solves the equation "eq" for the variable "var". Use the == operator to form the equation. The value of "var" which satisfies the equation, is returned. Note that only one solution is found and returned.

To solve a system of equations, the second form should be used. It solves the system of equations contained in the list "eqlist" for the variables appearing in the list "varlist". A list of results is returned, and each result is a list containing the values of the variables in "varlist". Again, at most a single solution is returned.

The task of solving a single equation is simply delegated to SuchThat. Multiple equations are solved recursively: firstly, an equation is sought in which one of the variables occurs exactly once; then this equation is solved with SuchThat; and finally the solution is substituted in the other equations by Eliminate decreasing the number of equations by one. This suffices for all linear equations and a large group of simple nonlinear equations.

Examples:
In> Solve(a+x*y==z,x)
Out> (z-a)/y;
In> Solve({a*x+y==0,x+z==0},{x,y})
Out> {{-z,z*a}};

This means that "x = (z-a)/y" is a solution of the first equation and that "x = -z", "y = z*a" is a solution of the systems of equations in the second command.

An example which Solve cannot solve:

In> Solve({x^2-x == y^2-y,x^2-x == y^3+y},{x,y});
Out> {};

See also:
SuchThat , Eliminate , PSolve , == .


SuchThat -- find a value which makes some expression zero

Standard library
Calling format:
SuchThat(expr, var)

Parameters:
expr -- expression to make zero

var -- variable (or subexpression) to solve for

Description:
This functions tries to find a value of the variable "var" which makes the expression "expr" zero. It is also possible to pass a subexpression as "var", in which case SuchThat will try to solve for that subexpression.

Basically, only expressions in which "var" occurs only once are handled; in fact, SuchThat may even give wrong results if the variables occurs more than once. This is a consequence of the implementation, which repeatedly applies the inverse of the top function until the variable "var" is reached.

Examples:
In> SuchThat(a+b*x, x)
Out> (-a)/b;
In> SuchThat(Cos(a)+Cos(b)^2, Cos(b))
Out> Cos(a)^(1/2);
In> Expand(a*x+b*x+c, x)
Out> (a+b)*x+c;
In> SuchThat(%, x)
Out> (-c)/(a+b);

See also:
Solve , Subst , Simplify .


Eliminate -- substitute and simplify

Standard library
Calling format:
Eliminate(var, value, expr)

Parameters:
var -- variable (or subexpression) to substitute

value -- new value of "var"

expr -- expression in which the substitution should take place

Description:
This function uses Subst to replace all instances of the variable (or subexpression) "var" in the expression "expr" with "value", calls Simplify to simplify the resulting expression, and returns the result.

Examples:
In> Subst(Cos(b), c) (Sin(a)+Cos(b)^2/c)
Out> Sin(a)+c^2/c;
In> Eliminate(Cos(b), c, Sin(a)+Cos(b)^2/c)
Out> Sin(a)+c;

See also:
SuchThat , Subst , Simplify .


PSolve -- solve a polynomial equation

Standard library
Calling format:
PSolve(poly, var)

Parameters:
poly -- a polynomial in "var"

var -- a variable

Description:
This commands returns a list containing the roots of "poly", considered as a polynomial in the variable "var". If there is only one root, it is not returned as a one-entry list but just by itself. A double root occurs twice in the result, and similarly for roots of higher multiplicity. All polynomials of degree up to 4 are handled.

Examples:
In> PSolve(b*x+a,x)
Out> -a/b;
In> PSolve(c*x^2+b*x+a,x)
Out> {(Sqrt(b^2-4*c*a)-b)/(2*c),(-(b+
Sqrt(b^2-4*c*a)))/(2*c)};

See also:
Solve , Factor .


Pi() -- numerical approximation of Pi

Internal function
Calling format:
Pi()

Description:
This commands returns the value of the mathematical constant pi at the current precision, as set by Precision. Usually this function should not be called directly. The constant Pi can (and should) be used to represent the exact value of pi, as it is recognized by the simplification rules. When the function N is invoked on an expression, Pi will be replaced with the value returned by Pi().

Examples:
In> Pi()
Out> 3.14159265358979323846;
In> Sin(3*Pi/2)
Out> -1;
In> Sin(3*Pi()/2)
Out> Sin(4.7123889804);
In> Precision(35)
Out> True;
In> Pi()
Out> 3.14159265358979323846264338327950288;

See also:
N , Pi , Precision .


Random, RandomSeed -- (pseudo-)random number generator

Standard library
Calling format:
Random()
RandomSeed(init)

*PARAMS init -- positive integer, initial random seed

Description:
The function Random returns a random number, uniformly distributed in the interval between 0 and 1. The same sequence of random numbers is generated in every Yacas session.

The random number generator can be initialized by calling RandomSeed with an integer value. Each seed value will result in the same sequence of pseudo-random numbers.

See also:
RandomInteger , RandomPoly , Rng .


RngCreate, RngSeed, Rng -- manipulate random number generators as objects

Standard library
Calling format:
RngCreate()
RngCreate(init)
RngCreate(option=value,...)
RngSeed(r, init)
Rng(r)

Parameters:
init -- integer, initial seed value

option -- atom, option name

value -- atom, option value

r -- a list, RNG object

Description:
These commands are an object-oriented interface to (pseudo-)random number generators (RNGs).

RngCreate returns a list which is a well-formed RNG object. Its value should be saved in a variable and used to call Rng and RngSeed.

Rng(r) returns a floating-point random number between 0 and 1 and updates the RNG object r. (Currently, the Gaussian option makes a RNG return a complex random number instead of a real random number.)

RngSeed(r,init) re-initializes the RNG object r with the seed value init. The seed value should be a positive integer.

The RngCreate function accepts several options as arguments. Currently the following options are available:

If the initial seed is not specified, the value of 76544321 will be used.

The gauss option will create a RNG object that generates pairs of Gaussian distributed random numbers as a complex random number. The real and the imaginary parts of this number are independent random numbers taken from a Gaussian (i.e. "normal") distribution with unit variance.

Note that unlike the global Random function, the RNG objects created with RngCreate are independent RNGs and do not affect each other. They generate independent streams of pseudo-random numbers. However, the Random function is slightly faster.

Examples:
In> r1:=RngCreate(seed=1,dist=gauss)
Out> {"GaussianRNGDist","RNGEngine'LCG'2",{1}}
In> Rng(r1)
Out> Complex(-1.6668466417,0.228904004);
In> Rng(r1);
Out> Complex(0.0279296109,-0.5382405341);
The second RNG gives a uniform distribution (default option) but uses a more complicated algorithm:
In> [r2:=RngCreate(engine=advanced);Rng(r2);]
Out> 0.3653615377;
The generator r1 can be re-initialized with seed 1 again to obtain the same sequence:
In> RngSeed(r1, 1)
Out> True;
In> Rng(r1)
Out> Complex(-1.6668466417,0.228904004);


See also:
Random .


Limit -- limit of an expression

Standard library
Calling format:
Limit(var, val) expr
Limit(var, val, dir) expr

Parameters:
var -- a variable

val -- a number

dir -- a direction (Left or Right)

expr -- an expression

Description:
This command tries to determine the value that the expression "expr" converges to when the variable "var" approaches "val". One may use Infinity or -Infinity for "val". The result of Limit may be one of the symbols Undefined (meaning that the limit does not exist), Infinity, or -Infinity.

The second calling sequence is used for unidirectional limits. If one gives "dir" the value Left, the limit is taken as "var" approaches "val" from the positive infinity; and Right will take the limit from the negative infinity.

Examples:
In> Limit(x,0) Sin(x)/x
Out> 1;
In> Limit(x,0) (Sin(x)-Tan(x))/(x^3)
Out> -1/2;
In> Limit(x,0) 1/x
Out> Undefined;
In> Limit(x,0,Left) 1/x
Out> -Infinity;
In> Limit(x,0,Right) 1/x
Out> Infinity;


TrigSimpCombine -- combine products of trigonometric functions

Standard library
Calling format:
TrigSimpCombine(expr)

Parameters:
expr -- expression to simplify

Description:
This function applies the product rules of trigonometry, e.g. Cos(u)*Sin(v)=1/2*(Sin(v-u)+Sin(v+u)). As a result, all products of the trigonometric functions Cos and Sin disappear. The function also tries to simplify the resulting expression as much as possible by combining all similar terms.

This function is used in for instance Integrate, to bring down the expression into a simpler form that hopefully can be integrated easily.

Examples:
In> PrettyPrinter("PrettyForm");

True

In> TrigSimpCombine(Cos(a)^2+Sin(a)^2)

1

In> TrigSimpCombine(Cos(a)^2-Sin(a)^2)

Cos( -2 * a )

Out>
In> TrigSimpCombine(Cos(a)^2*Sin(b))

Sin( b )   Sin( -2 * a + b ) 
-------- + ----------------- 
   2               4         

    Sin( -2 * a - b )
  - -----------------
            4

See also:
Simplify , Integrate , Expand , Sin , Cos , Tan .


LagrangeInterpolant -- polynomial interpolation

Standard library
Calling format:
LagrangeInterpolant(xlist, ylist, var)

Parameters:
xlist -- list of argument values

ylist -- list of function values

var -- free variable for resulting polynomial

Description:
This function returns a polynomial in the variable "var" which interpolates the points "(xlist, ylist)". Specifically, the value of the resulting polynomial at "xlist[1]" is "ylist[1]", the value at "xlist[2]" is "ylist[2]", etc. The degree of the polynomial is not greater than the length of "xlist".

The lists "xlist" and "ylist" should be of equal length. Furthermore, the entries of "xlist" should be all distinct to ensure that there is one and only one solution.

This routine uses the Lagrange interpolant formula to build up the polynomial.

Examples:
In> f := LagrangeInterpolant({0,1,2}, \
  {0,1,1}, x);
Out> (x*(x-1))/2-x*(x-2);
In> Eval(Subst(x,0) f);
Out> 0;
In> Eval(Subst(x,1) f);
Out> 1;
In> Eval(Subst(x,2) f);
Out> 1;

In> PrettyPrinter("PrettyForm");

True

In> LagrangeInterpolant({x1,x2,x3}, {y1,y2,y3}, x)

y1 * ( x - x2 ) * ( x - x3 ) 
---------------------------- 
 ( x1 - x2 ) * ( x1 - x3 )   

  y2 * ( x - x1 ) * ( x - x3 )
+ ----------------------------
   ( x2 - x1 ) * ( x2 - x3 )

  y3 * ( x - x1 ) * ( x - x2 )
+ ----------------------------
   ( x3 - x1 ) * ( x3 - x2 )

See also:
Subst .


Fibonacci -- Fibonacci sequence

Standard library
Calling format:
Fibonacci(n)

Parameters:
n -- an integer

Description:
This command calculates and returns the "n"-th Fibonacci number.

The Fibonacci sequence is 1, 1, 2, 3, 5, 8, 13, 21, ... where every number is the sum of the two preceding numbers. Formally, it is defined by F(1)=1, F(2)=1, and F(n+1)=F(n)+F(n-1), where F(n) denotes the n-th Fibonacci number.

Examples:
In> Fibonacci(4)
Out> 3;
In> Fibonacci(8)
Out> 21;
In> Table(Fibonacci(i), i, 1, 10, 1)
Out> {1,1,2,3,5,8,13,21,34,55};