Optimization methods for Civil engineering

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Free Online Course: Optimization methods for Civil engineering provided by Swayam is a comprehensive online course, which lasts for 12 weeks long. The course is taught in English and is free of charge. Upon completion of the course, you can receive an e-certificate from Swayam. Optimization methods for Civil engineering is taught by Prof. Rajib Kumar Bhattacharjya.

Overview
  • The primary objectives of the course are to introducing the students to the fundamentals of classical optimization techniques and also exposing them to the theory of different non-classical optimization methods and algorithms developed for solving various types of civil engineering optimization problems. The course will also enable the students to apply the various classical and non-classical optimization techniques in solving real-world optimization problems by using Matlab and MS Excel. At the end of this course, students will be able to understand the importance of optimization, apply basic concepts of mathematics to formulate an optimization problem, analyze and appreciate a variety of performance measures for various optimization problems. This will encourage the students to use optimization techniques in solving real-world civil engineering design and planning problems and will promote research interest in optimization techniques.INTENDED AUDIENCE : PG Students, Research Scholar and B. Tech(Final Year)PRE REQUISITE :None

Syllabus
  • Week-1:Introduction to optimizatio Week-2:Linear Programming Problem Week-3:Classical Optimization methods Week-4:Classical Optimization methods Week-5:Classical Optimization methods Week-6:Classical Optimization methods Week-7:Metaheuristic optimization methods Week-8:Metaheuristic optimization methods Week-9:Metaheuristic optimization methods Week-10:Engineering application using Matlab and Excel solve Week-11:Engineering application using Matlab and Excel solve Week-12:Civil Engineering Applicatio