References
[1]H.A. Abbas, R. Sarkar, and C. Newton, PDE: a Pareto- frontier differential evolution approach for multi-objective optimization problems, In: Proceedings of the
2001 Congress on Evolutionary Computation, Vol, 2 [IEEE, Piscataway, NJ, USA, 2001) 971 -978.
[2]. R. Angira and B.V.Babu, Optimization of Process Synthesis and Design Problems: A Modified Differential Evolution Approach, Chemical Engineering
Science, 61 (14), (2006)4707-4721.
[3]. R. Angira and B.V.Babu, Multi-Objective Optimization using Modified Differential Evolution (MDE), International Journal of Mathematical Sciences: Special
Issue on Recent Trends in Computational Mathematics and Its Applications, 5 (2), (2006) 371-387.
[4]. R. Angira and B.V.Babu, Performance of Modified Differential Evolution for Optimal Design of Complex and Non-Linear Chemical Processes, Journal of
Experimental & Theoretical Artificial Intelligence, 18 (4), (2006) 501 -512.
[5]. B. V. Babu, Improved Differential Evolution for Single- and Multi-Objective Optimization: MDE, MODE, NSDE, and MNSDE,.Advances in Computational
Optimization and its Applications, Edited by Kalyanmoy Deb, Partha Chakroborty, N G R Iyengar, and Santosh K Gupta. Universities Press, Hyderabad, (2007) 24-30.
[6]. B.V. Babu and A.S. Chaurasia, Optimization of Pyrolysis of Biomass Using Differential Evolution Approach, in: Proceedings of The Second International
Conference on Computational Intelligence, Robotics, and Autonomous Systems (CIRAS- Singapore, 2003).
[7]. B.V. Babu and C. Gaurav, Evolutionary Computation Strategy for Optimization of an Alkylation Reaction, in: Proceedings of International Symposium & 53rd
Annual Session of IIChE CHEMCON-2000 (Science City, Calcutta, 2000)
[8]. B. V. Babu and A. M. Gujarathi, Multi-Objective Differential Evolution (MODE) for Optimization of Supply Chain Planning and Management. In Proceedings of IEEE
Congress on Evolutionary Computation (CEC-2007), Swissotel The Stamford, Singapore, September 25-28, 2007.
[9]. B. V. Babu and A. M. Gujarathi, £//f/sf-Multi-Objective Differential Evolution (E-MODE) Algorithm for MultiOobjective Optimization. Proceedings of 3rd
Indian International Conference on Artificial Intelligence (IICAI- 2007), Pune, December 17-19,2007.
[10]. B.V. Babu and K.K.N. Sastry, Estimation of Heat- transfer Parameters in a Trickle-bed Reactor using Differential Evolution and Orthogonal Collocation, Computers &
Chemical Engineering, 23, (1999) 327 339.
[11]. B.V. Babu and R. Angira, Optimization of Thermal Cracker Operation using Differential Evolution, in: Proceedings of International Symposium & 54th Annual Session of
IIChE CHEMCON-2001. (CLRI, Chennai, 2001),
[12]. B.V. Babu and R. Angira, Optimization of Non-linear functions using Evolutionary Computation, in: Proceedings of 12th ISME Conference on Mechanical Engineering, Paper
No. CT07 (Crescent Engineering College, Chennai, 2001) 153-157.
[13]. B.V. Babu and R. Angira, A Differential Evolution Approach for Global Optimization of MINLP Problems, in: Proceedings of 4th Asia-Pacific conference
on Simulated Evolution and Learning (SEAL- 2002), Vol. 2 (Singapore, 2002)880-884.
[14]. B.V. Babu and R. Angira, New Strategies of Differential Evolution for Optimization of Extraction Process, in: Proceedings of International Symposium &
56th Annual Session of IIChE (CHEMCON-2003), (Bhubaneswar, 2003.)
[15]. B.V. Babu and R. Angira, Optimization of Water Pumping System Using Differential Evolution Strategies, in: Proceedings of The Second International
Conference on Computational Intelligence, Robotics, and Autonomous Systems (CIRAS, Singapore, 2003).
[16]. B V Babu and R. Angira, Optimization of Industrial Processes using Improved and Modified Differential Evolution, In Soft Computing Applications in
Industry, Edited by Bhanu Prasad, Springer-Verlag, 2007.
[17]. B.V. Babu and R.R Singh, Synthesis & optimization of Heat Integrated Distillation Systems Using Differential Evolution, in: Proceedings of All-India seminar
on Chemical Engineering Progress on Resource Development: A Vision 2010 and Beyond, (IE (I), Bhuvaneshwar, 2000),
[18]. B. V. Babu and S.A. Munawar, Differential Evolution Strategies for Optimal Design of Shell-and-Tube Heat Exchangers. Chemical Engineering Science, 62 (14), (2007)3720-
3739.
[19]. B.V. Babu and S.A. Munawar, Optimal Design of Shell & Tube Heat Exchanger by Different strategies of Differential Evolution, PreJournal.com - The Faculty Lounge,
Article No. 003873, Available online at : http://www.prejournal.com (2001).
[20]. B.V. Babu, Process Plant Simulation, (New York: Oxford University Press, 2004).
[21]. B.V. Babu, J.H. Syed Mubeen and Pallavi G. Chakole, Multi objective optimization using Differential Evolution, TechGenesys-The journal of Information
Technology, 2 (2), (2005) 4-12.
[22]. B. V. Babu, J.H. Syed Mubeen, and Pallavi G.Chakole, Simulation and Optimization of Wiped-Film Poly-Ethylene Terephthalate (PET) Reactor using Multiobjective
Differential Evolution (MODE), Materials and Manufacturing Processes: Special Issue on Genetic Algorithms in Materials, 22 (5), (2007) 541 -552.
[23]. B.V. Babu, Pallavi Chakole, and J.H.Syed Mubeen, Multiobjective Differential Evolution (MODE) for Optimization of Adiabatic Styrene Reactor, Chemical Engineering
Science, 60 (17), (2005) 4822-4837.
[24]. B.V. Babu, R. Angira, and A. Nilekar, Differential Evolution for Optimal Design of an Auto-Thermal Ammonia Synthesis Reactor, in: Proceedings of The Eighth World
Multi-Conference on Systemics, Cybernetics and Informatics (SCI-2004), (Orlando, Florida, USA, 2004)
[25]. A.D. Belegundu and T.R. Chandrupatla, Optimization Concepts and Applications in Engineering. (Pearson Education (Singapore) Pte. Ltd., New Delhi, 2002)
[26]. T. T. Binh and Korn, U. (1997). MOBES: A multi objective evolutions strategy for constrained optimization problems, in The third International conference on Genetic
Algorithms (Mendel, 1997), 176-182.
[27]. V. Chankong and Haimes, Y. Y., Multiobjective Decision making Theory and Methodology, (New York: North-Holland 1983).
[28]. J. R Chiou and F.S. Wang, Hybrid Method of Evolutionary Algorithms for Static and Dynamic Optimization Problems with Application to a Fed-batch Fermentation Process,
Computers & Chemical Engineering, 23, (1999) 1277-1291.
[29]. D. Dasgupta and Z. Michalewicz, Evolutionary algorithms in Engineering Applications, (Germany: Springer, 1997).
[30]. K. Deb, An efficient constraint handling method for genetic algorithms. Computer Methods in applied Mechanics and Engineering, 186(2-4), (2000)311-338.
[31]. K. Deb, Multi-Objective Optimization using Evolutionary Algorithms, (New York: John Wiley & Sons Limited, 2001).
.
[32]. D.E. Goldberg, Genetic Algorithms in search. Optimization, and Machine learning, (MA: Addison- Wesley, 1989)
[33]Indraneel Das, 1997, Home page of Multi-objective optimization. Available: http://www- fp.mcs.anl.gov/otc/Guide/OptWeb/multiobj/
[34]. M. H. Lee, C. Han, and K. S. Cheng, Dynamic Optimization of a Continuous Polymer Reactor using a Modified Differential Evolution, Industrial & Engineering Chemistry
Research, 38(12), (1999) 4825-4831.
[35]. J. C. Lu and F. S. Wang, Optimization of Low Pressure Chemical Vapor Deposition Reactors Using Hybrid Differential Evolution, Canadian Journal of Chemical Engineering,
79 (2), (2001) 246-254.
[36]. G. C. Onwubolu and B.V. Babu, New Optimization Techniques in Engineering, (Germany: Springer- Verlag, 2004).
[37]. E. G. Pinto, Supply Chain Optimization using Multi-
Objective Evolutionary Algorithms, Technical Report, Availableonlineat:
http://www.engr.psu.edu/ce/Divisions/Hydro/Reed/Report s.htm
[38]. K. Price and R. Storn, Differential Evolution - A simple evolution strategy for fast optimization. Dr. Dobb's Journal, 22 (4), (1997) 18 24 and 78.
[39]. K. Price and R. Storn, 2003, Home Page of Differential Evolution, Available: http://www. ICSI. Berkeley.edu/~storn/code. html.
[40]. R. Storn, Differential Evolution design of an IIR-filter with requirements for magnitude and group delay. International Computer Science Institute, (1995) TR-95- 026.
[41]. F. S. Wang and W.M. Cheng, Simultaneous optimization of feeding rate and operation parameters for fed-batch fermentation processes. Biotechnology Progress, 15 (5),
(1999) 949-952.