Optimization Techniques Pdf Free Download
Optimization Techniques PDF Free Download. This is one of the Important Subject for EEE, Electrical and Electronic Engineering (EEE) Students. Optimization Techniques is especially prepared for Jntu, JntuA, JntuK, JntuH University Students. The author’s of this book clearly explained about this book by using Simple Language. Optimization Techniques Pdf Free Download.
Optimization Techniques Syllabus
UNIT – I:
Introduction and Classical Optimization Techniques: Statement of an Optimization problem – design vector –design constraints – constraint surface – objective function – objective function surfaces – classification of Optimization problems.
UNIT – II:
Classical Optimization Techniques Single variable Optimization – multi variable Optimization without constraints – necessary and sufficient conditions for minimum/maximum – multivariable Optimization with equality constraints. Solution by method of Lagrange multipliers – multivariable Optimization with inequality constraints –Kuhn- Tucker conditions. Optimization Techniques Pdf Free Download.
UNIT – III:
Standard form of a linear programming problem – geometry of linear programming problems – definitions and theorems – solution of a system of linear simultaneous equations – pivotal reduction of a general system of equations – motivation to the simplex method – simplex algorithm – Duality in Linear Programming – Dual Simplex method. Optimization Techniques Pdf Free Download.
UNIT – IV:
Transportation Problem Finding initial basic feasible solution by north – west corner rule, least cost method and Vogel’s approximation method – testing for optimality of balanced transportation problems – Special cases in transportation problem. Optimization Techniques Free Download PDF.
UNIT – V:
Nonlinear Programming: Unconstrained cases – One – dimensional minimization methods: Classification, Fibonacci method and Quadratic interpolation method – Univariate method, Powell’s method and steepest descent method. Constrained cases – Characteristics of a constrained problem, Classification, Basic approach of Penalty Function method; Basic approaches of Interior and Exterior penalty function methods. Introduction to convex Programming Problem. Optimization Techniques Pdf Free Download.
UNIT – VI:
Dynamic Programming: Dynamic programming multistage decision processes – types – concept of sub optimization and the principle of optimality – computational procedure in dynamic programming – examples illustrating the calculus method of solution – examples illustrating the tabular method of solution. Optimization Techniques Pdf Free Download.
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