MagicPlot Manual

Plotting and nonlinear fitting software

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Formula Editing

Formula editor is used in the following windows:

MagicPlot uses standard IEEE 754 double precision floating-point arithmetic. Double precision floating point takes 8 bytes per number and provides a relative precision of about 16 decimal digits and magnitude range from about 10-308 to about 10+308.

Syntax Highlighting

MagicPlot formula editor highlights expression syntax. It also marks matching brackets:

General Rules

Case Sensitivity

MagicPlot formula translator is generally case sensitive, i.e. you can write sin but not Sin.

The x and X are different variables. You can use this feature when naming curve parameters.

Entering Numbers

You can use only dot (.) as decimal separator, e.g. 12.45. The comma (,) is used as function arguments separator, e.g. max(3.56,17.865).

You can use e or E for scientific notation: 1.45e-3 or 1.45E-3.

Using Spaces and Line Breaks

You can freely insert space characters and line breaks in formula, but do not break function names, numbers, operators. You do not need to enter special characters to indicate line break.

Cycle Variable

You can use the cycle variable in expression. This variable is:

  • i (row number) in Set Column Formula window,
  • x in curve equation,
  • x or y in Transform X/Y Data window.

Using Table Data

Only in Set Column Formula window.

There are two functions to obtain current table cell values in formula:

  • col(A) – returns the value of cell in column 'A' in the current (i-th) row. Equivalent to cell(A, i).
  • cell(A, 3) – returns the value in column A and row 3.

You can use either upper-case letters (A…Z, e.g. col(B)) or numbers (1, 2, 3,.., e.g. col(1)) in columns numeration in arguments of col and cell functions.

Example
  • col(A) + 15 + cell(B, i+1)

What is "Not-a-Number returned at row #" Warning?

Some mathematical functions are defined only on a certain interval. For example, the square root (sqrt(x)) is not defined for negative numbers (all calculations in MagicPlot are made in real numbers, not complex). Hence if the argument of sqrt is negative the Not-a-Number (NaN) is returned. If the NaN value occurs in some part of the formula the result of calculation will be NaN, and the corresponding table cells will be empty.

The calculations are not terminated if NaN value occurs in some row(s).

In some cases you may want to check if the NaN values occurs in calculations. MagicPlot shows the warning “Not-a-Number returned at row #”. This row number is the first row in which NaN value was returned. MagicPlot also highlights the function or operator which first produces NaN value.

Functions

You can see the list of all available functions and their descriptions in Functions tab in Set Column Formula window.

MagicPlot uses functions of Java programming language library StrictMath to evaluate sin, cos, exp, etc. These functions are available from the well-known network library netlib as the package “Freely Distributable Math Library”, fdlibm. The same library is widely used in many scientific computing applications.

Constants

The predefined constants are:

  • pi, Pi, PI – the π = 3.1416… value (the ratio of the circumference of a circle to its diameter).
  • e – the e = 2.7183… value (the base of the natural logarithms). Note: The expression e^a is evaluated as exp(a).
  • nan, NaN, NAN – Not-a-Number value.
  • inf, Inf, infinity, Infinity – the positive infinity value which may be used in some calculations. Note: Write -inf for negative infinity.
  • epsmachine epsilon, gives an upper bound on the relative error due to rounding in floating point arithmetic. Note: eps = ulp(1) = 2^(-52) = 2,2204E-16. (52 bits are used to store fractional part of a number).

Boolean Logic

MagicPlot can interpret boolean logic expressions. Zero and negative values (<=0) are interpreted as false and positive values (>0) are interpreted as true similarly to C programming language. You can use simple logical operators which are described below. Use 1 as true and 0 as false.

'if' Function

The major logical function is if(condition, a, b). If condition argument is true (greater than 0) it returns the second argument (a), else returns the third argument (b).

Examples
  • if(col(A) >= 0, col(A), -col(A)) – evaluates absolute value of column A (certainly, you can use abs(col(A)) for that).
  • if(col(B) >= 0, col(B), NaN) – returns only positive values from column B. Negative values are replaced with NaN value. You can use this expression to filter negative values if you do not want to use them in future calculations. Note that “Not-a-Number returned at row #” warning can be shown for such expression.
  • if(col(A) > 0 & col(B) > 0, max(col(A), col(B)), NaN)

Equality Checking

You have to be careful if you need to check the equality of two values. Due to inaccuracy of computer calculations the result of evaluation is always approximate. For example, the result of sqrt(3)^2 is the number 2.9999999999999996, not exactly 3. The expression sqrt(3)^2 == 3 is false (it returns 0). Keep in mind that for convenience MagicPlot rounds numbers when showing on the screen, so this value will be shown as 3 in table if the number of showed fractional digits in MagicPlot preferences is not big enough.

Generally if you need to check the equality of two values you need use some equality threshold for relative difference. That is you should compare the absolute of relative difference of two values A and B with threshold t: if(abs((A-B)/A) < t, …, …).

Examples
  • sqrt(3)^2 - 3 results something about -4,4409E-16
  • if(abs(sqrt(3)^2 - 3) / 3 < 1e-10, …, …) – checks the equality of sqrt(3)^2 and 3 with threshold 1e-10.

Operators

Operator Description Operator Description
+ addition == equal to
- subtraction != not equal to
* multiplication < less than
/ division > greater than
^ power <= less than or equal to
| or >= greater than or equal to
& and

Operations Priority

Operators with lower precedence value are evaluated earlier. You can use brackets to change calculation sequence.

Expression is evaluated left-to-right, excluding repeated exponentiation operator ^. The ^ operator is right-associative like in Fortran language (evaluated right-to-left; note that in general case a^(b^c) ≠ (a^b)^c). Hence a^b^c is evaluated as a^(b^c).

The reason exponentiation is right-associative is that a repeated left-associative exponentiation operation would be less useful. Multiple appearances could (and would) be rewritten with multiplication: (a^b)^c = a^(b*c).

Operations Precedence Associativity
() (function call) 1
^ 2 Right-to-left
- (unary minus) 3
*, / 4 Left-to-right
+, - 5 Left-to-right
<, >, <=, >= 6 Left-to-right
==, != 7 Left-to-right
& 8 Left-to-right
| 9 Left-to-right
= (assignment) 10 Left-to-right
Examples
  • 1 + 2 * 3 returns 7.
  • (1 + 2) * 3 returns 9.
  • 2*-3 returns -6.
  • -3^2 is equal to -(3^2), because ^ priority is higher than that of unary minus. The result is -9.
  • (-3)^2 returns 9.
  • 2^2^3 is equal to 2^(2^3), because ^ is right-associative operator. The result is 256.

Trigonometric Functions

MagicPlot supports all standard trigonometric functions (sin, cos, etc.). All angles are always measured in radians for clarity.

You can use the following functions to convert angles units:

  • toDeg(a) – converts angles input in radians to an equivalent measure in degrees.
  • toRad(a) – converts angles input in degrees to an equivalent measure in radians.
Examples
  • sin(toRad(90))
  • toDeg(asin(1))

Table Rows Evaluation Order

Rows are evaluated one after another from the first to the last in range which was specified in 'Set Column Formula' window. Accordingly the row number i is incremented on each step.

Example

You can use this behaviour to calculate factorial: Set 1 in the first row of a column A and after that set formula cell(A, i-1) * i and set rows interval from 2 to 100. Note that formula is to be setted for rows beginning from second, and not from the first. You will get the factorial of row number (i).

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formula.1267196067.txt.gz · Last modified: Sun Nov 8 12:20:32 2015 (external edit)