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所在平台: Udemy |
课程主页: https://www.udemy.com/course/implimatlab/
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课程名称：蜜蜂群体优化算法（使用MATLAB） 课程概述：本课程专为所有工程学科的本科生（B. Tech.）和硕士生（M. Tech/MS）设计，尤其适合机械、电气、汽车、化工、航空、电子、计算机科学、仪器、机电、制造、机器人和土木工程等领域的学生。学员可以学习MATLAB基础知识，并解决自己领域的工程优化问题，作为迷你项目或顶点项目。同时，该课程对不同工程专业的博士生也有帮助。课程设计使得即使是对MATLAB编程不熟悉的学生，也能在第一部分中掌握MATLAB基础，从而轻松理解蜜蜂群体优化算法在解决简单和复杂工程问题中的应用。课程内容组织合理，使学习者能够从零开始理解工程优化，并解决研究问题，进而在国际知名期刊上发表论文。课程适合全球各大学的学生。 课程分为四个部分： 第一部分 - MATLAB编程基础 第二部分 - 优化概念及蜜蜂群体优化算法（ABC） 第三部分 - 使用MATLAB实现ABC算法，解决基准函数 第四部分 - 使用MATLAB实现ABC算法，解决典型工程优化问题
This course is specifically developed for B. Tech. and M. Tech/MS students of all Engineering disciplines. Especially the students of Mechanical, Electrical, Automobile, Chemical, Aeronautical, Electronics, Computer science, Instrumentation, Mechatronics, Manufacturing, Robotics and Civil Engineering can learn MATLAB basics and solve Engineering Optimization problems in their area as part of mini-project or capstone project. In addition to this, the course is also useful to Ph. D. students of different engineering branches. The course is designed in such a way that the student who is not well versed with MATLAB programing can learn the basics of MATLAB in the first part so that it is easy for him/her to understand MATLAB implementation of Artificial bee colony Algorithm to solve simple and advanced Engineering problems. The content is so organized that the learner should be able to understand Engineering optimization from scratch and solve research problems leading to publication in an international journal of high repute. It should be useful to students of all universities around the world. This course is divided into FOUR PartsPart I - Basics of MATLAB ProgrammingPart 2 - Concept of Optimization and Artificial bee colony optimization Algorithm (ABC)Part 3 - MATLAB Implementation of ABC algorithm to solve benchmark functionsPart 4 - MATLAB Implementation of ABC Algorithm to solve a typical Engineering optimization Problem
