![]() ![]() ITK is an open-source, widely adopted, cross-platform system that provides developers with an extensive suite of software tools for image analysis, including fundamental algorithms for image segmentation and registration. The most widely used open source software tools for medical image analysis and visualization will be used as the platform: The Insight Registration Segmentation Toolkit (ITK), the Visualization Toolkit (VTK), OpenCV, Qt, and CMake. The goal of this course is to introduce graduate level and senior undergraduate students who are working in imaging research to image processing and visualization in 3D using advanced libraries and fully functional software development framework. Application examples are drawn from aerospace, biomedical, civil, computer, electrical, industrial, mechanical, and systems engineering. Equilibrium modeling concepts for strategic form games and extensive form games are introduced as extensions of the core optimization concepts. Uncertainty associated with real-world modeling is captured through simulation techniques with specific emphasis on discrete events simulation. Key results and applications of queuing models are presented. Various network models and the corresponding solution algorithms are discussed. After a brief overview of linear and discrete optimization models, the course covers four main types of techniques: network models, queuing theory, discrete events simulation and game theoretic analysis. ![]() Emphasis is on developing strong formulations, understanding key solution concepts, developing efficient algorithms, and grasping the advantages and limitations of each approach. This course provides an overview of a broad range of deterministic and probabilistic operations research models with a focus on engineering applications. ![]()
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