Optimization Techniques detailed syllabus scheme for Chemical Engineering (CH), 2019-20 onwards has been taken from the DBATU official website and presented for the Bachelor of Technology students. For Subject Code, Course Title, Lecutres, Tutorials, Practice, Credits, and other information, do visit full semester subjects post given below.
For 6th Sem Scheme of Chemical Engineering (CH), 2019-20 Onwards, do visit CH 6th Sem Scheme, 2019-20 Onwards. For the Elective-III scheme of 6th Sem 2019-20 onwards, refer to CH 6th Sem Elective-III Scheme 2019-20 Onwards. The detail syllabus for optimization techniques is as follows.
Optimization Techniques Syllabus for Chemical Engineering (CH) 3rd Year 6th Sem 2019-20 DBATU
Course Outcomes:
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Unit I
Single-variable optimization algorithms-
Optimal problem formulation, Optimization algorithms, Optimality criteria, Bracketing methods, Region-elimination methods, Point-estimation method, Gradient based methods, Root finding using optimization techniques.
Unit II
Multi-variable optimization algorithms
Unidirectional search, Direct search methods, Gradient based methods.
Unit III
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Unit IV
Sensitivity analysis, Direct search for constrained minimization, Linearized search techniques, Feasible direction method, Generalized reduced gradient method, Gradient projection method
Unit V
Specialized algorithms
Integer programming, Geometric programming.
Unit VI
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Text Books\Reference Book:
- Deb K., Optimization for Engineering Design, Algorithms and Examples, Prentice Hall of India, New Delhi 1996
- Himmelblau. Optimization of Chemical Processes
For detail syllabus of all subjects of Chemical Engineering (CH) 6th Sem 2019-20 onwards, visit CH 6th Sem Subjects of 2019-20 Onwards.