Nikhil Padhye's Publications (Peer Reviewed)

    MIT: Fall 2010-

    Following is a summary, for more details please contact me at npdhye[AT]gmail[dot]com

  • Nikhil Padhye et al. Understanding the Bonding of Polymeric-Thin-Films Using Mechanistic Approach. Under preparation.
  • Nikhil Padhye et al. Candidate Thin-Films for Tablet-Manufacturing -- Multiple Formulations, Issues and Analyses. Under preparation.
  • Nikhil Padhye, Pulkit Mittal and Kalyanmoy Deb. Differential Evolution: Performances and Analyses. CEC 2013. Click here to download.
  • Nikhil Padhye, Kalyanmoy Deb and Pulkit Mittal. An Efficient and Exclusively-Feasible Constraint Handling Strategy for Evolutionary Algorithms. Under Review 2012. Click here to download.
  • Nikhil Padhye. Evolutionary Approaches for Real World Applications in 21st Century. GECCO 2012. Click here to download.
  • Brandon Hopkins, Nikhil Padhye, Alison Greenlee, James Torres, Levon Thomas and Alexander H. Slocum. Designs for Fluidic-Capacitance in Wave-Powered Desalination Applications. Under Review 2012. Click here to download.
  • Nikhil Padhye, Pamela Silva, Ashley Brown, Mark Junette, Taylor Morris, Levon Thomas and Alexander H. Slocum. Design and Development of Efficient and Self-PoweredWood Pellet Stoves. MIT EI Conference 2011-2012. Click here to download.
  • Nikhil Padhye et al. DOE Approach for Selection of Material and Process Parameters in Thin-Film-Tablet-Manufacturing. Under review. 2011.
  • Nikhil Padhye et al. Understanding the Role of Plasticizer in Bonding of Thin-Films for Tablet Manufacturing. Under review. 2011.
  • Patent on LAYER PROCESSING FOR PHARMACEUTICALS. US 2012/0305174 A1.
  • Nikhil Padhye, Alyse Cardell, Ryan Slaughter and Jung-Hoon Chun. Thin-film Tablet-Manufacturing. Presented at Open House Seminar at Laboratory of Manufacturing and Productivity, MIT 2011 and Novartis Science and Technology Day, New Jeresy 2011.

    IIT Kanpur: I use to actively work in Evolutionary Computation & Multi-objective optimisation (i.e. optimising more than one objectives simultaneously in engineering scenarios using principles of nature) during my undergraduate days. Following is list of Publications

  • Nikhil Padhye, Piyush Bhardwaj and Kalyanmoy Deb. Unified Approach In Evolutionary Computation For DE Enhancement. Journal of Global Optimization, Springer. Click here to download. 2011.

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  • Kalyanmoy Deb and Nikhil Padhye. Understanding and Improving Particle Swarm Optimization Using Evolutionary Algorithm Viewpoint. Under review. Click here to download. 2011.

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  • Nikhil Padhye and Kalyanmoy Deb. Multi-objective Optimization and Multi-criteria Optimization in SLS Using Evolutionary Approaches. Rapid Prototyping Journal, published by Emerald. Click here to download. 2011.

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  • Nikhil Padhye, Kalyanmoy Deb and Pulkit Mittal. Boundary Handling Approaches in Particle Swarm Optimization. Under review. Click here to download. 2012. Click here to download older Technical Report. 2011.

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  • Nikhil Padhye and Kalyanmoy Deb. Multi-objective Optimization and Multi-criteria Optimization in FDM Using Evolutionary Approaches. Accepted in Optimization applications in Manufacturing, published by Springer. Click here to download. 2011.

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  • Nikhil Padhye, Piyush Bhardwaj and Kalyanmoy Deb. Unifying Evolutionary Algorithms and Improving Differential Evolution. In Proceedings of Simulated Evolution And Learning 2010, Springer LNCS. Click here to download.

  • Kalyanmoy Deb and Nikhil Padhye. Development of Efficient Particle Swarm Optimizers Using Concepts From Evolutionary Algorithms. In the Proceedings of GECCO 2010, Portland, U.S.A. Click here to download.

  • Nikhil Padhye and Kalyanmoy Deb. Evolutionary Multi-Objective Optimization and Decision Making in SLS. In the Proceedings of GECCO 2010, Portland, U.S.A. Click here to download.

  • Nikhil Padhye, Chilukuri K. Mohan Kishan G. Mehrotra and Pramod K. Varshney. Strategies for Sensor Selection in Networks Monitoring Toxic Chemical Release. Accepted in SNA 2009, San Francisco, USA. Click here to download.

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  • Nikhil Padhye, Chilukuri K. Mohan, L. Zuo and Pramod K. Varshney. Dynamic and Multi-objective Optimization for Target Tracking in Distributed Sensor Networks. Accepted in International Conference on Evolutionary Computation, 2009, Maderia, Portugal. Click Here to download.

  • Nikhil Padhye and Subodh Kalia. Rapid Prototyping Using Evolutionary Multi-objective Optimization: Part II. Proceedings of the Genetic and Evolutionary Computation Conference (GECCO) July, 2009, Montreal, Canada. Click Here to download.

  • Nikhil Padhye and Subodh Kalia. Rapid Prototyping Using Evolutionary Multi-objective Optimization: Part I. Proceedings of the Genetic and Evolutionary Computation Conference (GECCO) July, 2009, Montreal, Canada. Click Here to download.

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  • Nikhil Padhye. Study of Archiving Methods in Multi-Objective Particle Swarm Optimization (MOPSO): Empirical Study. Proceedings of the Genetic and Evolutionary Computation Conference (GECCO) July, 2009, Montreal, Canada. Click here to download.

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  • Nikhil Padhye, Juergen Branke and Sanaz Mostaghim. Comparision of MOPSO methods: Study of Convergence and Diversity - Survey of State of The Art Proceedings of the Congress on Evolutionary Computation (CEC), May, 2009, Norway. Click here to download.

  • Sandip Yuwanati, Nikhil Padhye and Ankit Palliwal. Technology As An Expression Of Human Ingenuity.Proceedings of Workshop on Philosophy and Engineering 2008, London, U.K. Click here to download.

  • Nikhil Padhye. Topology Optimization of Compliant Mechanism Using Multi-objective Particle Swarm Optimization.Proceedings of GECCO '08, Atlanta, USAClick here to download.

  • Nikhil Padhye. Genetically Optimized Space Launcher for Interplanetary Trajectory Optimization. Proceedings of GECCO '08, Atlanta, USA. Click here to download.

  • Kalyanmoy Deb, Nikhil Padhye and Ganesh Neema. Interplanetary Trajectory Optimization with Swing-bys Using Evolutionary Multi-Objective Optimization. Proceedings of 2007 Second International Symposium on Artificial Intelligence and Computation. LNCS, Springer. Wuhan, China. Click here to download.
  • Kalyanmoy Deb et al. and Nikhil Padhye. Poster Presentation on Real-World Applications of Evolutionary Multi-objective Optimization Advances in Computational Optimization and Analysis of Systems

    • Theses
  • Nikhil Padhye. Development of Efficient Particle Swarm Optimizers and Bound Handling Methods. Masters Thesis IIT Kanpur. Click here to download. 2010.

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    Supervised
  • Jose R. Barcena. Materials Properties of Pharmaceutical Formulations for Thin-Film-Tablet Continuous Manufacturing. Click here. UROP Thesis MIT. 2012.

  • Alyse Cardell. Study of polymeric film bonding for pharmaceutical applications. Click here. UROP Thesis MIT. 2011.

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