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所在平台: Udemy |
课程主页: https://www.udemy.com/course/non-linear-programming-problem-for-academics-and-research/
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Coursera 课程：非线性规划问题（面向学者与研究人员） 本课程由拥有19年教学经验的工程团队精心设计，已成功培训超过10,000名学生。课程内容和视频讲座系统化组织，消除了所有学习上的模糊点。最大的亮点在于，本课程无需任何先修知识，所有必要的先修概念都会在课程中进行讲解。 **课程特色：** * **循序渐进的学习体验：** 所有问题被归类到多个练习中，每个练习包含类似类型的问题，并以简单易懂的语言和详细的步骤进行讲解和解决。 * **全面的内容覆盖：** 深入学习各类非线性规划问题（NLPP）及其解决方法。 * **核心概念讲解：** 涵盖相对极值（最大值和最小值）、拉格朗日乘子法和Kuhn-Tucker方法。 * **拉格朗日乘子法：** 详细讲解涉及两变量单约束、三变量单约束、两变量双约束和三变量双约束等问题的求解。 * **Kuhn-Tucker方法：** 覆盖单不等式约束和双不等式约束问题的求解。 **目标学员：** 工程专业学生、管理专业学生、数学学者、以及管理或工程领域的研究学者。 **课程成果：** 完成本课程后，学员将能够： 1. 理解非线性规划问题（NLPP）和线性规划问题（LPP）的基础知识。 2. 区分LPP和NLPP。 3. 计算相对最大值和相对最小值。 4. 运用拉格朗日乘子法解决带等式约束的NLPP问题。 5. 运用Kuhn-Tucker方法解决带不等式约束的NLPP问题。 6. 灵活应用恰当的方法解决NLPP问题。
Non-Linear programming problems (NLPP), Course is designed by a team of engineering Viya and they have trained more than 10,000 students in last 19 years, In this course, All course contents and video lectures are systematically organized and all ambiguity, of course, is removed. The most beautiful thing about this course is, To learn this course you don't require any prerequisite concepts because all necessary prerequisites are cover in the course only. In NLPP Course all problems are grouped into a number of exercises where each exercise contains a similar type of problem. All type of problems is solved and explained in detail with a simple approach and understandable language.In this course, You will be going to learn all types of Non-Linear Programming Problems (NLPP) with the problem-solving approach, In NLPP here we have covered the calculation of Relative maxima, Relative Minima, Lagrangian Multiplier, and Kuhn tucker Method. In the Lagrangian multiplier here, we have covered two variables one constraint, Three variables one constraint, two variables two constraints, and three variables two constraints problems. In the Kuhn-Tucker method here we have covered one Inequality and Two Inequality constraint problems.This course is designed for Engineering Students, Management students, Mathematics scholars, and Research Schololors either from management or from the engineering field.Course Outcome of NLPP Course is given below:-After completion of this course, students will be able to:1)Understand the Basics of NLPP and LPP.2) Differentiate LPP and NLPP.4) Apply appropriate methods to solve NLPP Problem.3) Calculate Relative Maxima and Relative Minima.4) Solve NLPP Problem with equality constraints using Lagrangian Multiplier.5) Solve NLPP Problem with inequality constraint using Kuhn-Tucker Method
