Enroll Course: https://www.coursera.org/learn/lisan-youhua-jianmo-jichupian
Optimization problems are ubiquitous in our daily lives and industries, ranging from solving Sudoku puzzles to scheduling flights and managing production lines. The Coursera course ‘离散优化建模基础篇 Basic Modeling for Discrete Optimization’ offers a comprehensive introduction to addressing these complex decision-making problems through advanced modeling techniques. This course is perfect for students and professionals eager to learn how to leverage state-of-the-art tools to simplify seemingly impossible tasks.
The course begins with an introduction to MiniZinc, a powerful high-level modeling language tailored for discrete optimization problems. You will learn how to construct basic models and understand existing ones, laying a solid foundation for more advanced topics.
Next, the course dives into set modeling, guiding you through methods to represent and solve set selection problems, ensuring all models correspond to valid decisions. Following that, it explores function modeling, helping you address pure assignment and partitioning problems, which are applicable in scheduling and constraint clustering. You’ll also learn about techniques like common subexpression elimination and global constraints to optimize models.
The final module introduces multi-modeling, demonstrating how to approach problems from different perspectives. You’ll discover how combining models with diverse viewpoints can enhance solution quality and robustness.
Overall, this course combines theoretical knowledge with practical skills, enabling learners to use MiniZinc and constraint solvers effectively. Whether you’re interested in industry applications or academic research, this course provides the tools you need to solve challenging optimization problems efficiently.
I highly recommend this course to anyone looking to deepen their understanding of discrete optimization and improve their problem-solving capabilities. The skills gained here are highly applicable across multiple domains, making it a valuable addition to your technical toolkit.
Enroll Course: https://www.coursera.org/learn/lisan-youhua-jianmo-jichupian