Engineering Optimization detailed syllabus scheme for Production Engineering (PR), 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 7th Sem Scheme of Production Engineering (PR), 2019-20 Onwards, do visit PR 7th Sem Scheme, 2019-20 Onwards. For the Elective-VI scheme of 7th Sem 2019-20 onwards, refer to PR 7th Sem Elective-VI Scheme 2019-20 Onwards. The detail syllabus for engineering optimization is as follows.
Engineering Optimization Syllabus for Production Engineering (PR) 4th Year 7th Sem 2019-20 DBATU
Course Objectives:
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Pre-requisite:
None
Course Outcomes:
At the end of the course, students will be able to:
- Define and classify engineering optimization and problem formulation.
- Illustrate classical optimization like Pareto optimal solutions.
- Demonstrate various techniques of unconstrained optimization.
- Identify direct and indirect methods of constrained optimization.
- Demonstrate unconventional optimization methods such as GA, PSO, SA and ACO.
- Apply various optimization methods to engineering problems.
Unit 1
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Unit 2
Classical optimization techniques
Classical optimization techniques Single variable and multivariable optimization-Single and Multi objectives-Pareto Optimal solutions.
Unit 3
Unconstrained Optimization Techniques
Techniques of unconstrained optimization – Golden section, Random, Pattern and Gradient search methods -Interpolation methods.
Unit 4
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Unit 5
Unconventional Optimization Techniques
Genetic Algorithms, Particle Swarm Optimization, Simulated Annealing and Ant Colony algorithm.
Unit 6
Applications
Structural applications – Design of simple truss members – Design applications -production planning, controlling and scheduling – Facility layout applications, etc.
Text Books:
- S.S. Rao, Engineering Optimization – Theory and Practice, New Age International (P) Limited, New Delhi, 2009.
- Kalyanmoy Deb, Optimization for Engineering Design Algorithms and Examples, Prentice Hall of India Pvt. Ltd., 2006.
Reference Books:
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For detail syllabus of all subjects of Production Engineering (PR) 7th Sem 2019-20 onwards, visit PR 7th Sem Subjects of 2019-20 Onwards.