MATLAB Programming

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11 Improving Performance and Memory Usage Assigning Real and Complex Numbers Assigning a complex number to a variable that already holds a real number impacts the performance of your program. Similarly, you should not assign a realvaluetoavariablethatalreadyholdsacomplexvalue. OperatingonRealData When operating on real (i.e., noncomplex) numbers, it is more efficient to use MATLAB functions that have been designed specifically for real numbers. The following functions return numeric values that are real. Function reallog realpow realsqrt Description Find natural logarithm for nonnegative real arrays Find array power for real-only output Find square root for nonnegative real arrays Using Appropriate Logical Operators When performing a logical AND or OR operation, you have a choice of two operators of each type. Operator &, | &&, || Description Perform logical AND and OR on arrays element by element Perform logical AND and OR on scalar values with short-circuiting In if and while statements, it is more efficient to use the short-circuiting operators, && for logical AND and || for logical OR. This is because these operators often don’t have to evaluate the entire logical expression. For example, MATLAB evaluates only the first part of this expression whenever the number of input arguments is less than three: if (nargin >= 3) && (ischar(varargin{3})) See Short-Circuit Operators in the MATLAB documentation for a discussion on short-circuiting with && and ||. 11-10
Techniques for Improving Performance Overloading Built-In Functions Overloading MATLAB built-in functions on any of the standard MATLAB data types can negatively affect performance. For example, if you overload the plus function tohandleanyoftheintegerdatatypesdifferently,youmay hinder certain optimizations in the MATLAB built-in function code for plus, and thus may slow down any programs that make use of this overload. Functions Are Generally Faster Than Scripts Your code executes more quickly if it is implemented in a function rather than a script. Load and Save Are Faster Than File I/O Functions If you have a choice of whether to use load and save instead of the low-level MATLAB file I/O routines such as fread and fwrite, choose the former. load and save have been optimized to run faster and reduce memory fragmentation. Avoid Large Background Processes Avoid running largeprocessesinthebackgroundatthesametimeyouare executing your program in MATLAB. This frees more CPU time for your MATLAB session. 11-11
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MATLAB ® 7 Programming
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Revision History June 2004 First pr
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Operating on Diagonal Matrices ....
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Converting Between Strings and Cell
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A External Interfaces Finding the D
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3 Basic Program Components Symbol R
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4 M-File Programming Function Argum
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4 M-File Programming Saving the Pro
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5 Types of Functions Overview of MA
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6 Data Import and Export Working wi
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8 Error Handling Checking for Error
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9 Classes and Objects Classes and O
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12 Programming Tips -- METHOD #1 --
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12 Programming Tips Starting MATLAB
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A External Interfaces A-2
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Index arithmetic operators 3-17 ove
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Index debugging 9-6 designing 9-9 j
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Index string, vector of input 2-70
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Index internet 6-116 downloading fr
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Index I if and empty arrays 3-89 ex
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Index scalar 1-47 See also matrices
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Index inheritance multiple 9-40 sim
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Index rotating matrices 1-34 S save
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MATLAB Programming

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