ME-604 (B) Optimization Techniques Notes
5 notes for Optimization Techniques, unit by unit.
Notes for ME-604 (B)
- Unit 1 · Short notes Introduction to Optimization Engineering application of Optimization · Statement of an Optimization problem · Optimal problem formulation · Classification of Optimization problems · Optimum design concepts · Definition of Global and Local optima
- Unit 2 · Short notes Linear programming methods for optimum design Review of Linear programming methods for optimum design · Post optimality analysis · Application of LPP models in design and manufacturing
- Unit 3 · Short notes Optimization algorithms for solving unconstrained optimization problems Gradient based methods · Cauchy's steepest descent method · Newton's method · Conjugate gradient method
- Unit 4 · Short notes Optimization algorithms for solving constrained optimization problems Direct methods · Penalty function methods · Steepest descent method (constrained) · Engineering applications of constrained and unconstrained algorithms
- Unit 5 · Short notes Modern methods of Optimization Genetic Algorithms · Simulated Annealing · Ant colony optimization · Tabu search · Neural-network based optimization · Fuzzy optimization techniques
More for ME-604 (B)
Other 6th semester ME subjects
- ME-601 Thermal Engineering and Gas Dynamics
- ME-602 Machine Component and Design
- ME-603 (A) Turbomachinery
- ME-603 (B) Computer Aided Engineering
- ME-603 (C) Product Design
- ME-604 (A) Robotics
- ME-604 (C) Renewable Energy Technology
- ME-605 CAD Lab
- ME-606 RDBMS Lab