Soft Computing detailed syllabus for Chemical Engineering (Chemical) for 2020-21 regulation curriculum has been taken from the Rajasthan Technical University official website and presented for the chemical engineering students. For course code, course name, number of credits for a course and other scheme related information, do visit full semester subjects post given below.
For Chemical Engineering 8th Sem scheme and its subjects, do visit Chemical 8th Sem 2020-21 regulation scheme. For Open Elective-2 scheme and its subjects refer to Chemical Open Elective-2 syllabus scheme. The detailed syllabus of soft computing is as follows.
Unit 1
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Unit 2
APPLICATION OF FUZZY SETS: Applications of Fuzzy Sets-Fuzzy Modeling – Fuzzy Decision Making-Pattern Analysis and Classification-Fuzzy Control Systems-Fuzzy Information Processing- Fuzzy Robotics.
Unit 3
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Unit 4
GENETIC ALGORITHMS: Main Operators- Genetic Algorithm Based Optimization-Principle of Genetic Algorithm- Genetic Algorithm with Directed MutationComparison of Conventional and Genetic Search Algorithms-Issues of GA in practical implementation. Introduction to Particle swarm optimization-PSO operators-GA and PSO in engineering applications.
Unit 5
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Unit 6
PROGRAMMING USING MATLAB: Using Neural Network toolbox – Using Fuzzy Logic toolbox- Using Genetic Algorithm & directed search toolbox.
Text Books:
For the complete syllabus, results, class timetable, and many other features kindly download the iStudy App
It is a lightweight, easy to use, no images, and no pdfs platform to make students’s lives easier..
Reference Books:
- Aliev,R.A, Aliev,R.R, ‘Soft Computing and its Application’, World Scientific Publishing Co. Pvt. Ltd., 2001.
- Mehrotra.K, Mohan.C.K, Ranka.S, ‘Elements of Artificial Neural Networks’, The MIT Press, 1997.
- Juh Shing Roger Jang,Cheun Tsai Sun,Eiji Mizutani, ‘Neuro fuzzy and soft computing’, Prentice Hall, 1997.
- Ronald R.Yager, Lofti Zadeh, ‘An Introduction to fuzzy logic applications in intelligent Systems’, Kluwer Academic, 1992.
- Cordon.O, Herrera.F, Hoffman.F, Magdalena.L ‘Genetic Fuzzy systems’, World Scientific Publishing Co. Pvt. Ltd., 2001.
For detailed syllabus of all other subjects of Chemical Engineering, 2020-21 regulation curriculum do visit Chemical 8th Sem subject syllabuses for 2020-21 regulation.
For all Chemical Engineering results, visit Rajasthan Technical University chemical engineering all semester results direct link.