**Papers published in Conferences (INCOMPLETE LIST)**

Following is the list of papers published in various
international conferences by Prof. Kalyanmoy Deb and KanGAL members.

**Deb, K.**and Tiwaris, S. (2005). Omni-Optimizer: A procedure for single and multi-objective optimization.*Proceedings of the Third International Conference on Evolutionary Multi-Criterion Optimization (EMO-2005)*. Guanajuato, Mexico. Lecture Notes on Computer Science 3410, pages 41-65.**Deb, K.**and Gupta, H. (2005). Searching for robust Pareto-optimal solutions in multi-objective optimization.*Proceedings of the Third International Conference on Evolutionary Multi-Criterion Optimization (EMO-2005)*. Guanajuato, Mexico. Lecture Notes on Computer Science 3410, pages 150-164.- Shukla, P. and
**Deb, K.**(2005). Comparing classical generating methods with an evolutionary multi-objective optimization method.*Proceedings of the Third International Conference on Evolutionary Multi-Criterion Optimization (EMO-2005)*. Guanajuato, Mexico. Lecture Notes on Computer Science 3410, pages 311-325. - Ah King, R. T. F., Rughooputh, H. C. S. and
**Deb, K.**(2005). Evolutionary multi-objective environmental/economic dispatch: Stochastic versus deterministic approaches. - Branke, J.,
**Deb, K.**, Dierolf, H., and Osswald, M. (2004). Finding knees in multi-objective optimization, In*Parallel Problem Solving from Nature (PPSN-VIII)*, LNCS 3242, Springer, pp. 722-731. **Deb, K.**and Pal. K. (2004). Solving large-scale integer linear programs using a customized genetic algorithm.*Proceedings of the Genetic and Evolutionary Computation Conference, GECCO-2004*. Seattle, 26-30 June, pp. 1054-1065. (Also Lecture Notes in Computer Science (LNCS) 3102).**Deb, K.**and Gupta, N. (2004). Optimal operating conditions for overhead crane maneuvering using multi-objective evolutionary algorithms.*Proceedings of the Genetic and Evolutionary Computation Conference, GECCO-2004*. Seattle, 26-30 June, pp. 1042-1053. (Also Lecture Notes in Computer Science (LNCS) 3102).**Deb, K.**, Mitra, K., Dewri, R. and Majumdar, S. (2004). Unveiling optimal operating conditions for an epoxy polymerization process using multi-objective evolutionary computation.*Proceedings of the Genetic and Evolutionary Computation Conference, GECCO-2004*. Seattle, 26-30 June, pp. 920-931. (Also Lecture Notes in Computer Science (LNCS) 3102).- Branke, J., Schmeck, H.,
**Deb, K.**and Reddy. M. (2004). Parallelizing multi-objective evolutionary algorithms: Cone separation.*Proceedings of the Congress on Evolutionary Computation (CEC-2004)*. pages 1952-1957. **Deb, K.**and Reddy, A. R. (2003). Large-Scale Scheduling of Casting Sequences Using a Customized Genetic Algorithm.*Proceedings of the 6th International Conference on Artificial Evolution (EA-2003)*. Marseille, France. pp. 248-259.- Nain, P. K. S. and
**Deb, K.**(2003). Computationally effective search and optimization procedure using coarse to fine approximations.*Proceedings of the Congress on Evolutionary Computation (CEC-2003)*, Canberra, Australia, pp. 2081-2088. **Deb, K.**, Chaudhuri, S., Jain, P., Naveen, G., and Maji, H. (2003). Revealing useful design principles by means of multiple conflicting objectives.*International Congress on Evolutionary Methods for Design, Optimization and Control with Applications to Industrial Problems (EUROGEN 2003)*. Barcelona, Spain.- Meena, B. R., Gupta, H., Bandyopadhyay, P.,
**Deb, K.**and Adimurthy, V. (2003). Robust estimation of aerospace propulsion parameters using optimization techniques based on evolutionary algorithms.*54th International Astronautical Congress of the International Astronautical Federation, the International Academy of Astronautics, and the International Institute of Space Law*, Bremen, Germany. **Deb, K.**, Zope, P. and Jain, A. (2003). Distributed Computing of Pareto-Optimal Solutions Using Multi-Objective Evolutionary Algorithms.*Proceedings of the Second Evolutionary Multi-Criterion Optimization (EMO-03) Conference*, 8-11 April, Faro, Portugal. 535-549. (Also Lecture Notes in Computer Science (LNCS) 2632).- Corne D. W.,
**Deb, K.**, Fleming, P. and Knowles, J. D. (2003). The good of the many outweighs the good of the one: Evolutionary Multi-objective optimization.*The Newsletter of the IEEE Neural Networks Society, Vol. 1, No. 1*. 9-13. **Deb, K.**, Mohan, M. and Mishra, S. (2003). Towards a quick computation of well-spread Pareto-optimal solutions.*Proceedings of the Second Evolutionary Multi-Criterion Optimization (EMO-03) Conference*, 8-11 April, Faro, Portugal. 222-236. (Also Lecture Notes in Computer Science (LNCS) 2632).- Reddy, A. R. and
**Deb, K.**. (2003). Identification of Multiple Gene Clusters Using Multi-Objective Evolutionary Algorithms.*Proceedings of the Second Evolutionary Multi-Criterion Optimization (EMO-03) Conference*, 8-11 April, Faro, Portugal. 623-637. (Also Lecture Notes in Computer Science (LNCS) 2632). - Khare, V., Yao, X. and
**Deb, K.**. (2003). Performance Scaling of Multi-objective Evolutionary Algorithms.*Proceedings of the Second Evolutionary Multi-Criterion Optimization (EMO-03) Conference*, 8-11 April, Faro, Portugal. 376-390. (Also Lecture Notes in Computer Science (LNCS) 2632). - Farina, M.,
**Deb, K.**, and Amato, P. (2003) Dynamic multiobjective optimization problems: Test cases, approximation and applications.*Proceedings of the Second Evolutionary Multi-Criterion Optimization (EMO-03) Conference*, 8-11 April, Faro, Portugal. 310-324. (Also Lecture Notes in Computer Science (LNCS) 2632). - Abbass, H. and
**Deb, K.**(2003). Searching under multi-evolutionary pressures.*Proceedings of the Second Evolutionary Multi-Criterion Optimization (EMO-03) Conference*, 8-11 April, Faro, Portugal. 391-405. (Also Lecture Notes in Computer Science (LNCS) 2632). **Deb, K.**and Jain, S. (2002). Running performance metrics for evolutionary multi-objective optimization.*Proceedings of the Fourth Asia-Pacific Conference on Simulated Evolution and Learning (SEAL'02)*, (Singapore). pp. 13-20.- Goel, T. and
**Deb, K.**(2002). Hybrid methods for multi-objective evolutionary algorithms.*Proceedings of the Fourth Asia-Pacific Conference on Simulated Evolution and Learning (SEAL'02)*. (Singapore), pp. 188-192. **Deb, K.**, Joshi, D., and Anand, A. (2002). Real-coded evolutionary algorithms with parent-centric recombination.*Proceedings of the Congress on Evolutionary Computation (CEC-2002)*. (Honolulu, USA). pp. 61-66.**Deb, K.**, Thiele, L., Laumanns, M. and Zitzler, E. (2002). Scalable multi-objective optimization test problems.*Proceedings of the Congress on Evolutionary Computation (CEC-2002)*. (Honolulu, USA). pp. 825-830.- Laumanns, M., Thiele, L., Zitzler, E., Welzl, E. and Deb, K. (2002).
Running time analysis of a multi-objective evolutionary algorithm on a simple
discrete optimization problem.
*Proceedings of Parellel Problem Solving from Nature (PPSN-VII) Conference*, (LNCS 2439), pp. 44-53. - Jiménez, F., Gómez-Skarmeta, A. F., Sánchez, G. and
**Deb, K.**(2002). An evolutionary algorithm for constrained multi-objective optimization.*Proceedings of the Congress on Evolutionary Computation (CEC-2002)*. (Honolulu, USA). pp. 1133-1138. - Mohan, A. and
**Deb, K.**(2002). Genetic-fuzzy approach in robot motion planning revisited: Rigorous testing and towards an implementation.*Proceedings of the Advances in Soft Computing Conference (AFSS-2002)*, 3-6 February. (Calcutta, India), pp. 414-420. **Deb, K.**and Goel, T. (2001) Controlled elitist non-dominated sorting genetic algorithms for better convergence.*Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization (EMO-2001)*, 7-9 March. (Zürich, Switzerland), (pp. 67-81).**Deb, K.**, Pratap, A., and Meyarivan, T. (2001). Constrained test problems for multi-objective evolutionary optimization.*Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization (EMO-2001)*, 7-9 March. (Zürich, Switzerland), (pp. 284-298).**Deb, K.**and Goel, T. (2001). A hybrid multi-objective evolutionary approach to engineering shape design.*Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization (EMO-2001)*, 7-9 March. (Zürich, Switzerland), (pp. 385-399).**Deb, K.**, Pratap, A., Moitra, S. (2000). Mechanical component design for multiple objectives using elitist non-dominated sorting GA.*Proceedings of the Parallel Problem Solving from Nature VI Conference*, 16-20 September. (Paris, France), (pp. 859-868).**Deb, K.**, Agrawal, S., Pratap, A., Meyarivan, T. (2000). A Fast Elitist Non-dominated sorting genetic algorithm for multi-objective optimization: NSGA-II.*Proceedings of the Parallel Problem Solving from Nature VI Conference*, 16-20 September. (Paris, France), (pp. 849-858).- Beyer, H.-G. and
**Deb, K.**(2000). On the desired behaviors of self-adaptive evolutionary algorithms.*Proceedings of the Parallel Problem Solving from Nature VI Conference*, 16-20 September. (Paris, France), (pp. 59-68). **Deb, K.**(2000). Multi-objective Evolutionary Algorithms: Past, presnt, and future.*Proceedings of the Fourth Advanced Computing in Design and Manufacture (ACDM-2000) Conference*, 26-28 April. (Plymouth, UK), (pp. 225-236).**Deb, K.**(2000). Multi-objective evolutionary algorithms.*Tenth National Seminar on Aerospace Structures*, 8-10 December 2000. (Kanpur, India), (pp. 116-130).- Goel, T. and
**Deb, K.**(2000). Optimal shape design using a hybrid genetic algorithms.*Tenth National Seminar on Aerospace Structures*, 8-10 December 2000. (Kanpur, India), (pp. 138-152). **Deb, K.**, Khan, N. and Jindal, S. (2000). Optimal truss-structure design for multiple objectives.*Tenth National Seminar on Aerospace Structures*, 8-10 December 2000. (Kanpur, India), (pp. 168-180).**Deb, K.**(1999). Construction of test problems for multi-objective optimization.*Proceedings of the Genetic and Evolutionary Computation Conference*. 13-17 July 1999. (Orlando, USA), (pp. 164-171).**Deb, K.**(1999). Solving goal programming problems using multi-objective genetic algorithms.*Proceedings of Congress on Evolutionary Computation*, 6-9 July (Washington DC, USA), (pp. 77-84).**Deb, K.**(1999). Evolutionary Algorithms for Multi-Criterion Optimization in Engineering Design. In K. Miettinen, M. Mäkelä, P. Neittaanmäki, and J. Périaux (Eds.)*Proceedings of Evolutionary Algorithms in Engineering and Computer Science (EUROGEN-99)*, 29 May - 03 June 1999. (Jyväskylä, Finland), (pp. 135-161).**Deb, K.**and Agrawal, S. (1999). A niched-penalty approach for constraint handling in genetic algorithms.*Proceedings of the International Conference on Artificial Neural Networks and Genetic Algorithms (ICANNGA-99)*. 6-9 April, 1999. (Portoroz, Slovenia), (pp. 235-243).**Deb, K.**and Beyer, H.-G. (1999). Self-Adaptation in Real-Parameter Genetic Algorithms with Simulated Binary Crossover.*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO)*. 13-17 July 1999. (Orlanda, USA) (pp. 172-179).- Michalewicz, Z.,
**Deb, K.**, Schmidt, M., and Stidsen, T., Towards Understanding Constrained-Handling Methods in Evolutionary Algorithms,*Proceedings of the Congress on Evolutionary Computation, CEC'99*, 6-9 July, 1999, (Washington DC), (pp. 581-588). - Michalewicz, Z.,
**Deb, K.**, Schmidt, M, and Stidsen, T. (1999). Evolutionary Algorithms Engineering applications. In K. Miettinen, M. Mäkelä, P. Neittaanmäki, and J. Périaux (Eds.)*Proceedings of Evolutionary Algorithms in Engineering and Computer Science (EUROGEN-99)*. 29 May - 03 June 1999. (Jyväskylä, Finland), (pp. 73-94). - Pratihar, D. K.,
**Deb, K.**, and Ghosh, A. (1999). Design of a Genetic-Fuzzy System for Planning Optimal Path and Gait Simultaneously of a Six-legged Robot.*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO)*. 13-17 July 1999. (Orlanda, USA), (pp. 1678-1684). - Pratihar, D.K.,
**Deb, K.**, Ghosh, A. (1999). Path and gait generation of a six-legged robot--A genetic-fuzzy approach.*Proceedings of the International Conference on Mathematical Modeling of Non-linear Systems, ICOMMONS99*, (pp. 86-100). - Pratihar, D. K.,
**Deb, K.**, and Ghosh, A. (1999). Fuzzy-genetic algorithms and mobile robot navigation among static obstacles.*Proceedings of Congress on Evolutionary Computation*, 6-9 July (Washington DC, USA), (pp. 327-334). - Pratihar, D. K.,
**Deb, K.**, Ghosh, A. (1999). Mobile robot navigation among moving obstacles using GA-fuzzy approaches.*Proceedings of the National Conference on Machines and Mechanisms, NACOMM-99*(pp. 394-403). - Pratihar, D. K.,
**Deb, K.**, Ghosh, A. (1999). Design of a genetic-fuzzy system for planning optimal turning gait of a six-legged robot.*Proceedings of the International Conference on Information Technology, ICIT-99*, (pp. 109-114). - Oyman, A. I.,
**Deb, K.**, and Beyer, H.-G. (1999). An alternative constraint handling method for evolution strategies.*Proceedings of Congress on Evolutionary Computation*, 6-9 July (Washington DC, USA), (pp. 612-619). - Chakraborty, S., De, S., and
**Deb, K.**(1999). Model-based object Recognition from a Complex Binary Imagery using Genetic Algorithm. In R. Poli, H.-M. Voigt, S. Cagnoni, D. Corne, G. D. Smith, and T. C. Fogarty (Eds.)*Evolutionary Image Analysis and Signal Processing and Telecommunications, (EvoIASP'99), Lecture Notes in Computer Science, Springer Verlag, 1596*, (pp. 150-161). **Deb, K.**, Pratihar. D. K., and Ghosh, A. (1998). Learning to avoid moving obstacles optimally for mobile robots using a genetic-fuzzy approach.*Parallel Problem Solving From Nature V*, (Amsterdam, The Netherlands), (pp. 583-592).- Chakraborty, S. and
**Deb, K.**(1998). Analytic curve detection from a noisy binary edge map using genetic algorithms.*Parallel Problem Solving From Nature V*, (Amsterdam, The Netherlands), 129-138. **Deb, K.**and Chakraborti, N. (1998). A combined heat transfer and genetic algorithm modeling of an integrated steel plant bloom re-heating furnace.*EUFIT'98*, (Aachen, Germany), 439-443.- Pratihar, D. K.,
**Deb, K.**, and Ghosh, A. (1998). Planning crab gaits of a six-legged robot using a GA-Fuzzy approach. In R. N. Mahapatra (Ed.):*Proceedings of the International Conference on Information Technology*, (Bhubaneswar, India), New Delhi: Tata-McGraw-Hill, 221-226. **Deb, K.**and Gulati, S., and Chakraborti, S. (1998). Optimal truss-structure design using real-coded genetic algorithms.*Symposium on Genetic Algorithms*, (Madison, USA), San Mateo: Morgan Kaufmann. 479-486.- Lobo, F.,
**Deb, K.**, Goldberg, D. E., Harik, G. R., and Wang, L. (1998). Compressed introns in a linkage learning genetic algorithm.*Symposium on Genetic Algorithms*, (Madison, USA), San Mateo: Morgan Kaufmann. (pp. 551-558). **Deb, K.**(1998). Genetic algorithms in search and optimization: The technique and applications.*Proceedings of International Workshop on Soft Computing and Intelligent Systems*, (ISI, Calcutta, India), 58-87.**Deb, K.**(1997). Genetic algorithms as an optimization tool for engineering design.*Proceedings of the Eighth National Conference on Machines and Mechanisms (NACOMM-97)*. (IIT Kanpur, India), C-119-130.- Chakroborty, P. and
**Deb, K.**(1997). A genetic algorithm based procedure for optimal transit systems scheduling.*Proceedings of Fifth International Conference on Computers in Urban Planning and Urban Management*, (IIT Mumbai, India), 330-341. **Deb, K.**and Saxena, V. (1997). Car suspension design for comfort using genetic algorithms. In Thomas Back (Ed.)*Proceedings of the Seventh International Conference on Genetic Algorithms*, (East Lansing, USA), 553-560.**Deb, K.**and Goyal, M. (1997). Optimizing engineering designs using a combined genetic search. In Thomas Back (Ed.)*Proceedings of the Seventh International Conference on Genetic Algorithms*, (East Lansing, USA), 521-528.**Deb, K.**(1997). Optimizing Engineering Designs: A need of time for Indian industries.*Young Scientists Session*at the*84th Indian Science Congress*, (New Delhi, India), 36-37.- Sivakumar, K., Iyenger, N. G. R., and
**Deb, K.**(1997). Optimum design of laminated composite plates undergoing large amplitude vibration using genetic algorithms.*Fourth International Conference on Composite Engineering (ICCE)*, (Kona, Hawaii). **Deb, K.**(1997). Parallel genetic algorithms: Past, present, and future.*Parallel Computing Conference*, (IIT Kanpur, India).**Deb, K.**(1995). When will genetic algorithms work? In P. K. Roy and S. D. Mehta (Eds.),*Proceedings of the Symposium on Genetic Algorithms*, (Dehradun, India), 5-22.- Srinivas. N. and
**Deb, K.**(1995). Comparative study of vector evaluated GA and NSGA applied to multiobjective optimization. In P. K. Roy and S. D. Mehta (Eds.),*Proceedings of the Symposium on Genetic Algorithms*, (Dehradun, India), 83-90. - Chaturvedi, D.,
**Deb, K.**, and Chakrabarty, S. K. (1995). Structural optimization using real-coded genetic algorithms. In P. K. Roy and S. D. Mehta (Eds.),*Proceedings of the Symposium on Genetic Algorithms*, (Dehradun, India), 73-82. - Agrawal, R. B., Mukherjee, A., and
**Deb, K.**(1995). Modelling of inexact 2D shapes using real-coded genetic algorithms. In P. K. Roy and S. D. Mehta (Eds.),*Proceedings of the Symposium on Genetic Algorithms*, (Dehradun, India), 41-50. - Horn, J., Goldberg, D. E.,
**Deb, K.**(1995). Long path problems.*Proceedings of Parallel Problem Solving from Nature, III*, (Jerusalem, Israel), 149-158. - Rao, T. S., Bose, S. K., Srivathsan, K. R., and
**Deb, K.**(1995). A new approach to network topology optimization. In S. V. Raghavan and B. N. Jain (Eds.)*Computer Networks, Architecture and Applications*, (Bangalore, India), 358-371. **Deb, K.**(1993). Genetic algorithms in engineering design optimization. In J. N. Reddy et al. (Eds.),*Proceedings of the Advanced Study Institute on Computational Methods for Engineering Analysis and Design*, (IIT Chennai, India), 12.1-12.25.**Deb, K.**(1993). Genetic algorithms in optimal optical filter design. In E. Balagurusamy and B. Sushila (Eds.),*Proceedings of the International Conference on Computing Congress*, (Hyderabad, India), 29-36.- Goldberg, D. E., Deb. K., Kargupta, H, and Harik, G. (1993). Rapid,
accurate optimization of difficult problems using messy genetic algorithms. In
S. Forrest (Ed.),
*Proceedings of the Fifth International Conference on Genetic Algorithms*, (Urbana, USA), 56-64. - Kargupta, H.,
**Deb, K.**, and Goldberg, D. E. (1992). Ordering genetic algorithms and deception. In R. Manner and B. Manderick (Eds.),*Parallel Problem Solving from Nature II*, (Brussels, Belgium), 47-56. - Goldberg, D. E.,
**Deb, K.**, and Horn, J. (1992). Massive multimodality, deception, and genetic algorithms. In R. Manner and B. Manderick (Eds.),*Parallel Problem Solving from Nature II*, (Brussels, Belgium), 37-46. - Goldberg, D.E.,
**Deb, K.**, and Korb, B. (1991). Don't worry, be messy. In R. Belew and L. Booker (Eds.),*Proceedings of the Fourth International Conference in Genetic Algorithms and their Applications*, (San Diego, USA), 24-30. - Parker, J. K., Tan, C., and
**Deb, K.**(1991). Determining PID control gain by genetic algorithms,*Twentysecond Annual Pittsburgh Conference on Modeling and Simulation*, (Pittsburgh, USA). **Deb, K.**and Goldberg, D. E. (1990). Natural frequency calculation using genetic algorithms. In S. V. Hanagud et al. (Eds.),*Proceedings of the Fifteenth Southeastern Conference on Theoretical and Applied Mechanics*, (Atlanta, USA), 94-101.**Deb, K.**(1990). Optimal design of a welded beam via genetic algorithms,*Proceedings of the 31st AIAA/ASME /ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference (CP-902)*, (Long Beach, CA, USA), 444-453.**Deb, K.**and Goldberg, D. E. (1989). An investigation of niche and species formation in genetic function optimization, In J. D. Schaffer (Ed.),*Proceedings of the Third International Conference on Genetic Algorithms*, (Washington DC, USA), 42-50.- Gupta, S. and
**Deb, K.**(1990). Strength-to-weight ratio optimization of laminated composite plates under inplane loading, In S. V. Hanagud et al. (Eds.),*Proceedings of the Fifteenth Southeastern Conference on Theoretical and Applied Mechanics*, (Atlanta, USA), 127-134. - Wilson, H. and
**Deb, K.**(1989). Numerical accuracy in cable dynamics equations,*Proceedings of Twelfth Canadian Congress of Applied Mechanics*, (Toronto, Canada), 385-386. - Samanta, B., Mukherjee, A., and
**Deb, K.**(1987). Bond graph adapted modular approach to analysis of planar mechanisms,*Proceedings of Seventh World Congress on the Theory of Machines and Mechanisms*, (Sevilla, Spain), 439-442.

**Papers to be Published in Conference Proceedings**

**Deb, K.**and Gupta, H. (in press). A constraint handling strategy for robust multi-critertion optimization. To appear in*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2005)*. Washington, D.C.- Sinha A., Tiwari S., and
**Deb, K.**(in press). A Population-Based, Steady-State Procedure for Real-Parameter Optimization. To appear in*IEEE Congress on Evolutionary Computation (CEC-2005)*. Edinburgh, U. K.