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Mathematical models are critical to understanding and accurately predicting the behavior of complex systems. These models enable critical tasks, such as:
Forecasting and optimizing system behavior
Designing control systems
Characterizing system response
MathWorks products provide all the tools you need to develop mathematical models. MATLAB® supports both numeric and symbolic modeling approaches and provides curve fitting, statistics, optimization, ODE and PDE solving, calculus, and other core mathematical tools. Simulink® adds an environment for modeling and simulating the behavior of multidomain systems and for developing embedded systems.

Software and internet companies are in a race to extract meaningful information from big data. MATLAB® products can enable computer scientists and data analysts to quickly convert the information found in big data into valuable insights. MATLAB can be used to:
Explore data to look for gaps and patterns
Develop algorithms for predictive models
Accelerate analysis using high performance computing
Integrate and deploy applications into enterprise solutions

**数以百万计的工程师和科学家使用 MATLAB? 来分析和设计可改变世界的系统和产品。MATLAB 广泛应用于汽车主动安全系统、行星际宇宙飞船、健康监控设备、智能电网和 LTE 蜂窝网络。它用于机器学习、信号处理、图像处理、计算机视觉、通讯、计算金融学、控制设计、机器人学等等。


MATLAB 集成工作流
重大的工程和科学挑战需要广泛合作才能使想法付诸实施。沿途的每次交接都会增加错误和延迟。
MATLAB 会使从研究到生产的整个路径自动化。您可以：
MATLAB 还是基于模型的设计的关键部分，该设计用于多域仿真、物理和离散事件仿真以及验证和代码生成。探索 Simulink、Simscape和 Stateflow以了解更多关于基于模型的设计的信息。
MATLAB 算法和分析可以集成到企业应用中并部署在生产环境内。
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Acquire live data from individual instruments, cards, sensors, or internet of things approaches
Read or write stored data including **s, images, video, and ‘omics data from files, databases, spreadsheets, or via web access
Manage datasets too large to fit in memory
Model and simulate biological systems with an intuitive graphical interface or symbolic math
Refine your models with optimization, curve fitting, and parameter estimation
Design experiments and characterize results with frequentist or Bayesian statistics or machine learning
Report results
Scale up computing to multicore machines and GPUs, clusters and HPC centers, and the cloud
Collaborate and support teams with a range of deployment options including apps, desktop or web executables, and mobile devices
Deploy royalty-free integrations with third-party software and programming languages
Re-use code assets developed and shared by the global scientific community
Readily automate tasks into pipelines or processes using code that can be shared and evolved
MathWorks also provides training and consulting services to help you or your team become more proficient and complete projects faster.
Because MATLAB and Simulink® toolboxes have been trusted by the global science community for over 30 years, researchers and educators have created a large and diverse collection of domain-specific tools written in MATLAB. Many of these tools are freely available at MathWorks File Exchange, GitHub, or the MathWorks Connections Program.

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