课程描述
Optimization problems and algorithms is a training course provided by Udemy that teaches how to identify, formulate, and solve the optimization problem difficulties using the MATLAB or Hurricane Search Algorithm in MATLAB. The problem of optimization is to find the best solution among all the practical solutions in mathematics and computer science. Discovery or heuristic search algorithm is a method used to solve problems that cannot be solved in the classical way.
优化问题和算法是 Udemy 提供的培训课程，教授如何使用 MATLAB 或 Hurricane Search Algorithm 在 MATLAB 中识别、制定和解决优化问题困难。最优化问题是在数学和计算机科学中的所有实际解决方案中寻找最佳解决方案。发现或启发式搜索算法是一种用于解决无法以经典方式解决的问题的方法。
During this course, you will learn about optimization and algorithms, which form the basis of many sub-branches of artificial intelligence, and learn its core concepts, including metaheuristic algorithms and overcrowding intelligence. After completing and completing this course, you will be able to identify and implement the most important components of an optimization problem.
在本课程中，您将学习构成人工智能许多分支基础的优化和算法，并学习其核心概念，包括元启发式算法和过度拥挤智能。完成并完成本课程后，您将能够识别和实施优化问题的最重要组成部分。
Courses taught in this course:; 本课程讲授的课程：
- Identify and solve optimization problems
- 识别和解决优化问题
- Understanding the concepts of metaheuristic algorithms
- 理解元启发式算法的概念
- Analysis and regulation of modern optimization algorithms
- 现代优化算法分析与规范
- Crowded intelligence
- 拥挤的情报
Optimization problems and algorithms:; 优化问题和算法：
- English language
- 英语
- Duration: 8 hours and 3 minutes
- 时长：8小时3分钟
- Number of lessons: 36
- 课时数：36
- Level of education: Medium
- 教育程度：中等
- Instructor: Prof. Seyedali Mirjalili
- 导师：Prof.塞耶达利·米尔贾利利
- File format: mp4
- 文件格式：mp4
Course topics; 课程主题
36 lectures 08:03:35
36 讲座 08:03:35
Introduction
2 lectures 14:30
介绍 2 讲座 14:30
Optimization problems
1 lecture 11:38
优化问题 1 讲 11:38
Optimization of problems with one objective
2 lectures 23:09
单目标优化问题 2讲 23:09
Particle Swarm Optimization (PSO)
4 lectures 01:11:08
粒子群优化 (PSO) 4 个讲座 01:11:08
Optimization of problems with constraints
2 lectures 25:18
带约束问题的优化2讲25:18
Optimization of problems with discrete variables
3 lectures 34:36
离散变量问题的优化 3 个讲座 34:36
Optimization of problems with multiple objectives
2 lectures 16:02
多目标问题优化2讲16:02
Optimization of problems with uncertainties
3 lectures 49:54
具有不确定性的问题的优化 3 讲座 49:54
Bonus videos (FAQ)
16 lectures 03:55:39
奖励视频（常见问题解答）16 个讲座 03:55:39
Thank You
1 lecture 01:41
谢谢 1 节课 01:41
Course prerequisites; 课程先决条件
- You should have basic knowledge of programming
- 您应该具备编程的基本知识
- You should be familiar with Matlab\’s built-in programming language
- 您应该熟悉 Matlab 的内置编程语言
Pictures; 图片
Sample movie; 样片
Media error: Format(s) not supported or source(s) not found
媒体错误：格式不受支持或来源未找到
Installation guide; 安装指南
After Extract, view with your favorite Player.
Extract 后，用您最喜欢的播放器观看。
English subtitle
英文字幕
Quality: 720p
画质：720p
