Matlab 2018a (MATLAB 9.4

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, R2018a) introduced on 15 Mar 2018 with a range of new capabilities in MATLAB and Simulink. R2018a includes two new products, Predictive Maintenance Toolbox for designing and testing condition monitoring and predictive maintenance algorithms, and Vehicle Dynamics Blockset for modeling and simulating vehicle dynamics in a virtual 3D environment. In addition to new features in MATLAB and Simulink, and the new products, this release also includes updates and bug fixes to 94 other products.

What's new in Matlab 2018a

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Desktop

Live Editor: Create live functions with richly formatted documentation, including equations and images
Live Editor: Debug live functions and scripts
Live Editor: Add sliders and drop-down lists to control variable values in a live script
Live Editor: Sort table data interactively
Live Editor: Create a table of contents and add formatted code examples
Live Editor: Select and edit a rectangular area of code
Add-Ons Explorer: Browse by category to discover convenient, helpful add-ons
Comparison Tool: Find differences in live scripts and functions
Favorites: Rerun favorite commands
Toolbox Packaging: Specify portability information for custom toolboxes

Language and Programming

Empty Arrays: Create complex empty arrays using functions such as zeros and ones
Code Compatibility Report: Generate compatibility report from Current Folder browser
timer Object: Access properties with multilevel indexing
Functionality being removed or changed

Mathematics

graph and digraph Objects: Work with multigraphs that have multiple edges between two nodes
graph and digraph Objects: Calculate component sizes and weighted adjacency matrices
GraphPlot Object: Visualize graphs with additional options for 'force', 'force3', and 'circle' layouts
polyshape Objects: Analyze polygons with turningdist, nearestvertex, and overlaps functions
polyshape Objects: Return vertex map and accept arrays with compatible sizes for intersect, subtract, union, and xor functions
polybuffer Function: Create buffer around points or lines
triangulation Objects: Find neighboring vertices and locations of query points with improved performance
ode45 Function: Solve nonstiff differential equations faster

Graphics

Axes Object: View axes at small size with improved layout, limit selection, and font scaling
Axes Object: Map data values to colormap using linear or logarithmic scale
Legend Object: Create legends with multiple columns
heatmap Function: Zoom and pan data, display data tips, and sort rows and columns interactively
geobubble Function: Explore with interactive data tips and a scale bar
Axes Toolbar: Add toolbars to your axes for quick access to pan, zoom, and other data exploration tools
Property Inspector: Modify graphics interactively with an improved property inspector
Polygon Object: Control color and transparency of hole edges
Functionality being removed or changed

Data Import and Export

readtable Function: Specify the number of rows to read from a text file using import options
readtable Function: Easily manage prefixes and suffixes from data using import options
preview Function: Preview first 8 rows of a table in a file without importing the full table
imageDatastore Function: Work with millions of images with improved memory usage and performance
Datastore Functions: Seamlessly work with datasets stored on cloud and local machines
Datastore Functions: Read HDFS data more easily when using Hortonworks or Cloudera
readtable, detectImportOptions, datastore, and tabularTextDatastore Functions: Automatically detect and return duration data in text files
detectImportOptions Function: Control import properties of duration data
VideoReader Function: Read video files faster on all platforms
VideoWriter Function: Write video files faster on all platforms
openDiskFile Function: Read data files in FITS (Flexible Image Transport System) data format
webwrite Function: Support for NTLM authentication
Functionality being removed or changed

Data Analysis

groupsummary Function: Group and discretize data for summary operations on table and timetable variables
Table and Timetable Variables: Add, delete, and rearrange column-oriented variables with the functions
addvars, removevars, movevars, splitvars, mergevars, rows2vars, and inner2outer
Preallocated Tables and Timetables: Initialize table and timetable variables so that they have specified sizes and data types
Regular Timetables: Create regularly spaced timetables using a time step or sampling rate
retime and synchronize Functions: Synchronize timetables to a time step or sampling rate that you specify
duration Arrays: Create duration arrays from text that represents elapsed times
normalize Function: Normalize array, table, and timetable data
tall Arrays: Operate on tall arrays with more functions, including smoothdata, find, and isoutlier
tall Array Indexing: Use tall numeric arrays to index the first dimension
tall Arrays: Solve linear systems Ax = b
tall Arrays: Return group labels with findgroups
tall Arrays: Set date and time components of tall datetime and tall duration arrays
tall Arrays: Set properties of tall tables and tall timetables
Functionality being removed or changed

App Building

App Designer: Create deployed web apps using MATLAB Compiler
App Designer: Add and configure tree components on the App Designer canvas
App Designer: Select from recently used argument sets when running apps with input arguments
App Designer: Edit axes title and label directly in the canvas
GUIDE: Migrate GUIDE apps to App Designer
App Testing Framework: Author automated tests for App Designer apps
Figure Objects: Maximize and minimize figures programmatically
uitable Function: Specify data as table array
uidatepicker Function: Add date selection controls to apps
uiprogressdlg Function: Create modal in-app progress dialog boxes to apps
uitree Function: Create trees with editable node text in the running app
Component Text Alignment: Improved text alignment for labels, check boxes, and radio buttons
Functionality being removed or changed

Performance

Startup: Increased speed of MATLAB startup time
Execution Engine: Execute tight loops with scalar math faster
Execution Engine: Improved performance for common programming patterns
App Designer: Starting, loading, and layout tasks are faster

Hardware Support

Raspberry Pi: Support for Raspberry Pi Zero W board
MATLAB Online: Acquire live images from USB webcams in MATLAB Online

Advanced Software Development

Tab Completion: Describe your function syntaxes for custom tab completion and other contextual suggestions
Unit Testing Framework: Run tests from the