CHAITANYA BHARATHI INSTITUTE OF TECHNOLOGY (A)
  • Optimization Techniques-CE-1-EEE-D1 & D2-V sem-2020-21
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  • Course data
    General
    Announcements
    SLIPTEST-1
    SLIP TEST -2
    Topic 2
    OT ASSIGNMENT 1
    OT ASSIGNMENT-2
    Course Material
    Engineering Optimization Theory & Practice by Sunil S Rao ebook PDF
    OT PPT
    QUESTION BANK OF UNIT-1,2
    OT PPT UP TO 09/10/2020
    OT PPT - 23.10.2020
    OT PPT UP TO 04.11.2020
    OT PPT UP TO 13.11.2020
    OT PPT UPDATED TILL 18-11-2020
    COMPLETE OT PPT
    Video recordings
    Introduction to optimization techniques , Overview of the subject
    Statement of optimization problem, Constraint surfaces in a hypothetical two-dimensional design space.
    Objective function , Classification of optimization problems
    Single Variable Optimization
    Problems on single variable optimization & Introduction to multivariable optimization
    Problems on multi variable optimization & Introduction to multi variable optimization with equality constraint
    Problems on multi variable optimization & Introduction to Lagrange multiplier
    Problems on Lagrange multiplier
    Physical interpretation of Lagrange multiplier
    Problems on physical interpretation of Lagrange multiplier & Introduction to KT conditions
    Problems on Khun-Tucker Conditions
    UNIT-II Introduction to linear programming problem
    Definitions & Theorems in Linear programming problem
    Problems on pivotal condensation in linear programming
    Introduction to simplex method & LPP by simplex method
    Problem on simplex method
    Problem in simplex method in the case of infinitely number of solution
    Introduction to graphical solution & Procedure to solve a LPP by graphical solution method
    Solving a LPP by graphical method
    Introduction to revised simplex method & Problem on it.
    Problem on revised simplex method
    Problem on revised simplex method
    Introduction to unimodal & Fibonacci Search Method
    Procedure to solve a problem on Fibonacci Search Method
    Problems on Fibonacci Search method
    Introduction to Golden Section Method & Procedure to solve a problem on Golden Section Method
    Problem on Golden Section Method & Introduction to univariate search method
    Problems on univariate search method
    Introduction & Algorithm of Hooke & Jeeve's Method
    Problem on Hooke & Jeeve's Method & Introduction to Powell's method
    Problems on Powell's method
    Flowchart of Powell's method & Introduction to Descent Methods(UNIT-IV)
    Flow chart of Steepest Document Method & Problem on it .
    Problems on conjugate gradient method , flow chart & Introduction to Newton's Method
    Problems on Newton's Method
    Introduction & Problem on DFP method , UNIT V: Introduction to Genetic Algorithm
    Types of encoding , Breeding , Roulette wheel selection & Crossover in GA
    Single point , Two point , Uniform , Three parent crossovers,Crossover probability& Mutation operator
    Flowchart of genetic algorithm & Problem related to G.A
    Tournament Selection , Advantages & Limitations of GA , Applications of GA , Previous year QP discussed
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    Optimization Techniques-CE-1-EEE-D1 & D2-V sem-2020-21
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    1. Home
    2. Courses
    3. Electrical and Electronics Engineering
    4. UG
    5. AY 2020-21
    6. V Semester
    7. Optimization Techniques-CE-1-EEE-D1 & D2-V sem-2020-21
    8. Summary

    Optimization Techniques-CE-1-EEE-D1 & D2-V sem-2020-21

    • Teacher: Sri D.Harsha Assistant Professor
    Skill Level: Beginner

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