Exam Details
| Subject | Soft Computing in CIM | |
| Paper | ||
| Exam / Course | Bachelor of Technology in Mechanical Engineering (Computer Integrated Manufacturing) BTME | |
| Department | School of Engineering & Technology (SOET) | |
| Organization | indira gandhi national open university | |
| Position | ||
| Exam Date | June, 2016 | |
| City, State | new delhi, |
Question Paper
No. of Printed Pages: 3 IBME-022I
B.Tech. MECHANICAL ENGINEERING (COMPUTER INTEGRATED MANUFACTURING)
Term-End Examination
00490
June, 2016
BME-022 SOFT COMPUTING IN CIM
Time: 3 hours Maximum Marks: 70
Note: Answer any five questions. All questions carry equal marks. Assume suitable missing data, if any.
1. What is a neural network? What is the role of the hidden layers in a neural network? 7
What do you understand by the expert system shell? What factor determines the proper form of knowledge representation? 7
2. Given a fuzzy logic implication statement "IF a1 is Al AND a2 is not A2 OR a3 is not A3 THEN b is B." How can we rewrite it as a set of equivalent general fuzzy IF-THEN rules in the unified form 7
What is genetic algorithm? Discuss the performance measure of Tabu search algorithm as compared to the genetic algorithm and simulated annealing. 7
3. What is the effect of pheromone evaporation on the performance of ACO algorithm? 7
What is the practical significance of hypermitation In artificial immune system With help of a flow chart, illustrate the Psycho-Clonal algorithm. 7
4. Discuss the application of AIS in data analysis. 7
With the help of a block diagram, illustrate an Expert system based robot controller. 7
5. Define FPN. Can FPN deal with compound production rule? 7
Enlist the basic principles of Hopfield neural network. Illustrate the basic elements of group technology and cellular manufacturing. 7
6. Briefly describe the Ant colony optimization technique. 7
Describe how an Adaptive production control system works. 7
7. Model the four seasons of the year together with their properties by a Petri net. Denote the current season {spring, summer, autumn, winter}, the temperature cold} and the light level {bright, dark}. As a first step, you can model the seasons (with a token to represent that it is currently autumn). 7
Illustrate the hierarchy of neural network application for process modelling and control. 7
B.Tech. MECHANICAL ENGINEERING (COMPUTER INTEGRATED MANUFACTURING)
Term-End Examination
00490
June, 2016
BME-022 SOFT COMPUTING IN CIM
Time: 3 hours Maximum Marks: 70
Note: Answer any five questions. All questions carry equal marks. Assume suitable missing data, if any.
1. What is a neural network? What is the role of the hidden layers in a neural network? 7
What do you understand by the expert system shell? What factor determines the proper form of knowledge representation? 7
2. Given a fuzzy logic implication statement "IF a1 is Al AND a2 is not A2 OR a3 is not A3 THEN b is B." How can we rewrite it as a set of equivalent general fuzzy IF-THEN rules in the unified form 7
What is genetic algorithm? Discuss the performance measure of Tabu search algorithm as compared to the genetic algorithm and simulated annealing. 7
3. What is the effect of pheromone evaporation on the performance of ACO algorithm? 7
What is the practical significance of hypermitation In artificial immune system With help of a flow chart, illustrate the Psycho-Clonal algorithm. 7
4. Discuss the application of AIS in data analysis. 7
With the help of a block diagram, illustrate an Expert system based robot controller. 7
5. Define FPN. Can FPN deal with compound production rule? 7
Enlist the basic principles of Hopfield neural network. Illustrate the basic elements of group technology and cellular manufacturing. 7
6. Briefly describe the Ant colony optimization technique. 7
Describe how an Adaptive production control system works. 7
7. Model the four seasons of the year together with their properties by a Petri net. Denote the current season {spring, summer, autumn, winter}, the temperature cold} and the light level {bright, dark}. As a first step, you can model the seasons (with a token to represent that it is currently autumn). 7
Illustrate the hierarchy of neural network application for process modelling and control. 7
Other Question Papers
Departments
- Centre for Corporate Education, Training & Consultancy (CCETC)
- Centre for Corporate Education, Training & Consultancy (CCETC)
- National Centre for Disability Studies (NCDS)
- School of Agriculture (SOA)
- School of Computer and Information Sciences (SOCIS)
- School of Continuing Education (SOCE)
- School of Education (SOE)
- School of Engineering & Technology (SOET)
- School of Extension and Development Studies (SOEDS)
- School of Foreign Languages (SOFL)
- School of Gender Development Studies(SOGDS)
- School of Health Science (SOHS)
- School of Humanities (SOH)
- School of Interdisciplinary and Trans-Disciplinary Studies (SOITDS)
- School of Journalism and New Media Studies (SOJNMS)
- School of Law (SOL)
- School of Management Studies (SOMS)
- School of Performing Arts and Visual Arts (SOPVA)
- School of Performing Arts and Visual Arts(SOPVA)
- School of Sciences (SOS)
- School of Social Sciences (SOSS)
- School of Social Work (SOSW)
- School of Tourism & Hospitality Service Sectoral SOMS (SOTHSM)
- School of Tourism &Hospitality Service Sectoral SOMS (SOTHSSM)
- School of Translation Studies and Training (SOTST)
- School of Vocational Education and Training (SOVET)
- Staff Training & Research in Distance Education (STRIDE)
Subjects
- Advanced Manufacturing Technology
- CNC Technology
- Computer Aided Design
- Computer Integrated Manufacturing
- Computer Programmingand Application
- ComputerAided Process Planning
- Condition Monitoringand Maintenance Engineering
- Energy Conversion
- Engineering Materials
- Engineering Mathematics Il
- Engineering Mathematics-I
- Engineering Mechanics
- Engineering Thermodynamics
- Fluid Mechanics
- Heat And Mass Transfer
- Industrial Engineering & Operations Research
- Kinematics & Dynamics of Mechanisms
- Machining Technology
- Manufacturing Systems, Integration and Control
- Manufacturing Technology
- Mechanical Engineering Design
- Mechatronics
- Metrology and Instrumentation
- Principles of Electrical and Electronic Sciences
- Production Management
- Quality Engineering
- Robotics
- Safety Engineering
- Soft Computing in CIM
- Strength of Materials
- Tool Engineering and Management