Linear and Non-Linear Optimization Techniques detailed syllabus for Electronics & Instrumentation Engineering (EIE), R18 regulation has been taken from the JNTUHs official website and presented for the students of B.Tech Electronics & Instrumentation Engineering branch affiliated to JNTUH course structure. For Course Code, Course Titles, Theory Lectures, Tutorial, Practical/Drawing, Credits, and other information do visit full semester subjects post given below. The syllabus PDF files can also be downloaded from the universities official website.
For all the other EIE 4th Year 2nd Sem Syllabus for B.Tech R18 Regulation JNTUH scheme, visit Electronics & Instrumentation Engineering 4th Year 2nd Sem R18 Scheme.
For all the (Open Elective-3) subjects refer to Open Elective-3 Scheme. The detail syllabus for linear and non-linear optimization techniques is as follows.
Unit – I
Linear Programming: Introduction and need for optimization in engineering design, formulating linear programs, graphical solution of linear programs, special cases of linear programming.
Unit – II
For the complete syllabus, results, class timetable, and many other features kindly download the iStudy App
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Unit – III
Duality and Sensitivity Analysis: Sensitivity analysis, shadow prices, dual of a normal linear program, duality theorems, dual simplex method. Integer Programming: Formulating integer programming problems, the branch-and-bound algorithm for pure integer programs, the branch-and bound algorithm for mixed integer programs.
Unit – IV
Non-linear Programming: Introduction to non-linear programming (NLP), Convex and concave functions, NLP with one variable, Line search algorithms, Multivariable unconstrained problems, constrained problems, Lagrange Multiplier, The Karush-Kuhn-Tucker (KKT) conditions, the method of steepest ascent, convex combination method, penalty function, Quadratic programming,
Unit – V
For the complete syllabus, results, class timetable, and many other features kindly download the iStudy App
It is a lightweight, easy to use, no images, and no pdfs platform to make students’s lives easier..
Text Books:
- S.S. Rao, Engineering Optimization: Theory and Practice, Wiley and Sons, New Jersey, 2009.
Reference Books:
- F.H. Hiller and G.J. Liberman, Introduction to Operations Research, Tata-McGraw-Hill, 2010.
- W.L. Winston, Operations Research: Applications and Algorithm, 4th Edition, Cengage Learning, 1994.
- K. Deb, Optimization for Engineering Design, Prentice Hall, 2013.
- M.C. Joshi and K. M. Moudgalay, Optimization: Theory and Practice, Narosa, 2004.
For detail syllabus of all other subjects of B.Tech Electronics & Instrumentation Engineering 4th Year 2nd Sem , visit EIE 4th Year 2nd Sem syllabus subjects.
For B.Tech Electronics & Instrumentation Engineering (EIE) 4th Year results, visit JNTUH B.Tech Electronics & Instrumentation Engineering semester results direct link.