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所在平台: Udemy |
课程主页: https://www.udemy.com/course/artificial-intelligence-7-genetic-algorithm-optimization/
课程评论：没有评论
课程名称：人工智能 #7：遗传算法优化 课程概述： 你是否想了解遗传算法优化方法的基本理论？你是否希望学习如何使用遗传算法优化方法解决优化问题，如最小/最大值查找？你是否希望通过几行代码和遗传算法解决旅行商问题（TSP）？如果你的答案是肯定的，那么请继续阅读…… 在计算机科学和运筹学中，遗传算法（GA）是一种受自然选择过程启发的元启发式方法，属于更大类的进化算法（EA）。遗传算法通常通过依赖生物启发式操作，如变异、交叉和选择，来生成高质量的优化和搜索问题解决方案。 在本课程中，你将学习遗传算法优化方法的理论。你将了解基本的遗传操作符，如变异、交叉和选择，以及它们的工作原理。接下来，你将学习如何使用Python和DEAP库来解决优化问题，并寻找你所需函数的最小/最大点。 课程内容分为四个部分： 1. 理解遗传算法优化方法的理论基础。 2. 学习如何使用Python和DEAP精确优化简单函数。 3. 学习如何使用Python和DEAP找到复杂三角函数的最优点。 4. 学习如何使用Python和DEAP准确解决旅行商问题（TSP）。 重要信息： 在你注册之前，如果你觉得课程对你的职业生涯没有帮助，请记住你享有30天的退款保证，全额退款，无需询问！一旦注册，你将终身无限制访问课程内容，并可以即时获取课程更新。对于任何与课程相关的问题或建议，我将提供全力支持。 现在是采取行动的时候！点击右上角的“报名此课程”按钮！不要浪费时间！每一秒都很宝贵……我迫不及待想在课程中见到你！ 最好的祝福， Sobhan
Do you like to know the basic theory behind Genetic Algorithm Optimization Method?Do you like to learn how to solve optimization problems like Min/Max finding with Genetic Algorithm Optimization Method?Do you like to know how to solve Travelling Salesman Problem (TSP) with a few lines of codes an Genetic Algorithm?If you say Yes so read more...In computer science and operations research, a genetic algorithm (GA) is a meta heuristic inspired by the process of natural selection that belongs to the larger class of evolutionary algorithms (EA). Genetic algorithms are commonly used to generate high-quality solutions to optimization and search problems by relying on bio-inspired operators such as mutation, crossover and selection.In this course I want to learn you theory behind Genetic Algorithm Optimization Method. You'll learn basic genetic operators like mutation crossover and selection and how they are work.Then we go further you will learn how to use python and deap library to solve optimization problem and find Min/Max points for your desired functions.In the 1st section you'll learn theory of Genetic Algorithm Optimization MethodIn the 2nd section you'll know how to use python and deap to optimize simple function precisely.In the 3rd section you'll learn how to use python and deap to find optimum point of complicated Trigonometric function. In the 4th section you'll know how to use python and deap to solve Travelling Salesman Problem (TSP) accurately.___________________________________________________________________________Important information before you enroll:In case you find the course useless for your career, don't forget you are covered by a 30 day money back guarantee, full refund, no questions asked!Once enrolled, you have unlimited, lifetime access to the course!You will have instant and free access to any updates I'll add to the course.You will give you my full support regarding any issues or suggestions related to the course.Check out the curriculum and FREE PREVIEW lectures for a quick insight.___________________________________________________________________________It's time to take Action!Click the "Take This Course" button at the top right now!...Don't waste time! Every second of every day is valuable...I can't wait to see you in the course!Best Regrads,Sobhan
