Multi-objective optimization of surface grinding process using NSGA II

Proceedings - 1st International Conference on Emerging Trends in Engineering and Technology, ICETET 2008

Volumn , Issue , 2008, Pages 763-767

  Kodali, Shyam P ^a   Kudikala, Rajesh ^a   Deb, K ^a  

^a INDIAN INSTITUTE OF TECHNOLOGY KANPUR   (India)

Author keywords

constraint method; Elitist non dominated sorting genetic algorithm (NSGA II); Multi objective optimization; Surface grinding process

Indexed keywords

DIESEL ENGINES; GENETIC ALGORITHMS; GRINDING (COMMINUTION); GRINDING (MACHINING); MACHINING; MACHINING CENTERS; OPTIMIZATION; PARETO PRINCIPLE; SOLUTIONS; TECHNOLOGY;

CLASSICAL APPROACHES; DECISION MAKER; ELITIST NON-DOMINATED SORTING GENETIC ALGORITHM (NSGA-II); ELITIST NON-DOMINATED SORTING GENETIC ALGORITHMS; EMERGING TRENDS; GRINDING PROCESSES; INTERNATIONAL CONFERENCES; MACHINING PARAMETERS; MACHINING PROCESSES; MULTI-OBJECTIVE OPTIMIZATION PROBLEM; NON-TRADITIONAL; NSGA-II; OBJECTIVE FUNCTIONS; OPERATING CONDITIONS; OPERATING POINTS; OPTIMIZATION APPROACHES; OPTIMUM CONDITIONS; PARETO-OPTIMAL FRONTS; PARETO-OPTIMAL SOLUTIONS; POST-OPTIMALITY; PROCESS VARIABLES; SURFACE GRINDING; SURFACE GRINDING PROCESS;

MULTIOBJECTIVE OPTIMIZATION;

EID: 52049118997     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICETET.2008.139     Document Type: Conference Paper

References (13)

1. S. Malkin, "Grinding Technology: Theory and Applications of Machining with Abrasives, Ellis Horwood Limited, Chichester, 1989.
2. X.M.Wen, A.A.O.Tay and A.Y.C.Nee, "Micro-computer based optimization of the surface grin-ding process", Journal of Materials Processing Technology, Vol. 29, 1992, pp. 75-90.
3. R.Saravanan and M.Sachithanandam, "Genetic Algorithm (GA) for multi variable surface grinding process optimization using a multi-objective function model, International journal of advanced manufacturing technology, Vol. 17, 2001, pp. 330-338.
4. R.Saravanan, P.Asokan and M.Sachithanandam, "A multi-objective genetic algorithm (GA) approach for optimization of surface grinding operations", International journal of machine tools and manufacture, Vol. 42, 2002, pp. 1327-1334.
5. P.Asokan, N.Bhaskar, K.Babu, G.Prabhaharan, R.saravanan, "Optimization of surface grinding operations using particle swarm optimization technique", Journal of manufacturing science and engineering, Vol. 127, 2005, pp. 885-892.
6. Alluru Gopala Krishna, K.Mallikarjuna Rao, "Multi-objective optimization of surface grinding operations using scatter search approach", International journal of advanced manufacturing technology, Vol. 29, 2006, pp. 475-480.
7. N.Baskar, R.Saravanan, P.Asokan, and G.Prabhaharan, "Ants colony algorithm approach for multi-objective optimization of surface grinding operations", International journal of advanced manufacturing technology, Vol. 23, 2004, pp. 311-317.
8. A.Gopala Krishna, "Optimization of surface grinding operations using a differential evolution approach", Journal of materials processing technology, Vol. 183, 2007, pp. 202-209.
9. K. Deb., Multi-objective optimization using evolutionary algorithms, Wiley, 2001.
10. Deb K., Agrawal S., Pratap A., and Meyarivan T., "A fast elitist non-dominated sorting genetic algorithm for multiobjective optimization: NSGA-II, Proceedings of the parallel Problem Solving from Nature VI, 2000, pp. 849-858.
11. Jürgen Branke, Kalyanmoy Deb, Henning Dierolf, and Matthias Oswald, "Finding Knees in Multi-objective Optimization", KanGAL report number 2004010, Indian Institute of Technology, Kanpur.
12. K. Deb, Optimization for Engineering Design: Algorithms and Examples, Prentice Hall of India Private Limited, 1996.
13. K. Deb, A. Srinivasan, "Innovization: Innovation of design principles through optimization" KanGAL report number 2005007, Indian Institute of Technology, Kanpur.