Sparse State-Space Models: Create, combine, and analyze large-scale linear models.3-D Geometry Creation: Extrude a 2-D geometry into a 3-D geometry.Integration with FORCES PRO: Simulate and generate code for MPC controllers with FORCES PRO solvers developed by Embotech AG.Native Interfaces: Support added for MySQL ® and PostgreSQL ® databases.Automatic Differentiation: Solve problems faster and more accurately using automatically computed gradients of objective and constraint functions.Docker support: Use to package a standalone application and selective MATLAB Runtime as docker images (Linux OS only).Backtesting Workflow: Define investment strategies, run backtests, and summarize results.Python: Start and stop a Python interpreter from a MATLAB session.Function Argument Validation: Use additional validators including mustBeA, mustBeText, and mustBeVector.readstruct and writestruct Functions: Read and write structured data in XML files.Optimize Live Editor Task: Interactively create and solve optimization problems.Diff and merge App Designer apps using the MATLAB Comparison Tool and add custom figure icons and custom components to your MATLAB apps.Visualize data with new bubble and swarm charts and customize charts with new options for titles, labels and axis limits.Statistics and Machine Learning Toolbox - Use AutoML for classification and regression, LIME interpretability, and native Simulink blocks for SVM prediction.Simulink Real-Time - Discover new 64-bit RTOS, explorer, graphical instrumentation, and signal logging.Simulink Check - Assess completeness of requirements-based testing activities for ISO 26262 or DO-178C with testing dashboard.
SimBiology - Build models interactively in a single consolidated view using SimBiology Model Builder.SerDes Toolbox - Model jitter and cross-talk in time-domain simulation and statistical analysis of SerDes systems.Sensor Fusion and Tracking Toolbox - Design, simulate, and test multisensor tracking and positioning systems in autonomous and surveillance applications.RF Toolbox - Design RF transceivers using nonlinear harmonic balance analysis in the RF Budget Analyzer app.RF Blockset - Model transceiver antennas, including frequency-dependent impedance and far-field radiation pattern.Apply automatic differentiation to nonlinear expressions Optimization Toolbox - Solve optimization problems using a Live Editor task.Model Predictive Control Toolbox - Simulate and generate code for MPC controllers with FORCES PRO solvers developed by Embotech.Mapping Toolbox - Build 3D map displays with basemaps and convert geographic data between coordinate reference systems.GPU Coder - Simulate and deploy Simulink models to NVIDIA ® GPUs.MATLAB App Building - Diff and merge App Designer apps, and add custom figure icons and custom components to your MATLAB apps.MATLAB Graphics - Use new bubble and swarm charts, and customize charts with new options for titles, labels, and axis limits.