Intelligent optimization algorithms are an important branch in the field of computational intelligence and one of the cutting-edge hot spots in the field of artificial intelligence. In today's context of big data and computing resources, intelligent optimization algorithms have become a common technology for solving various complex optimization problems. This course aims to introduce the principles, methods, and applications of intelligent optimization algorithms and cultivate students' ability to apply optimization algorithms in solving practical problems. The course will start with basic concepts and systematically introduce the principles, methods, and applications of various intelligent optimization algorithms. By studying this course, you will acquire the skills to use artificial intelligence technology to solve complex engineering optimization problems; understand the basic concepts, principles, and characteristics of intelligent optimization algorithms; become familiar with common intelligent optimization algorithms and their advantages and disadvantages, master the implementation and adjustment of intelligent optimization algorithms, and skills to independently design and implement optimization algorithms. It is hoped that this course can provide students with a broad knowledge horizon and practical ability and promote the cross-integration of artificial intelligence with computer science, management, applied mathematics, and other disciplines.