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5EE3 OPTIMIZATION
TECHNIQUES AND ITS ENGINEERING APPLICATIONS
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INTRODUCTION:
Introduction, Engineering application of
optimization, statement of an optimization, problem, classification of
optimization problems.
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CLASSIFICATION OPTIMIZATION TECHNIQUES:
Single variable and multivariable
optimization with and without constraints.
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LINEAR PROGRAMMING: Single and multivariable optimazation. Graphical
interpretation pivotat reduction of general systems of equations. Simplex
method.
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NON_LINEAR PROGRAMMING: Unimodel function quadratic inerpolation method
Unconstrained Optimization techniques:Direct search method,random search
method,univariate method and pattern search method. Basic idea of Hooks &
Heaves, Simplex powell and Newton methods. Constrained
Optimization:Characteristics of constrained problem. The complex method,method
of feasible directions, transformation techniques. Interior penalty function
and exterior penalty function method.
RECOMMENDED BOOKS:
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H.A Taha:Operation Research an Introduction, Macmillan Co.
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S.S Rao:Optimization theory and application,wiley eastern limited
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L R Foulds:Optimization Techniques an Introduction.
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A L Fox:Optimization methods for engineering Design,Addison wesley,1972.
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A O Converse:Optimization, Holt Rinchort Inc, 1970
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