Pronounciation: /ˈdiːpʌk/ https://en.wiktionary.org/wiki/Deepak

Deepak Karunakaran

PhD Student School of Engineering and Computer Science

Deepak Karunakaran profile picture

Thesis Info

 

Thesis title: Active Sampling for Online Scheduling under Uncertainty.
Research Interests

Artificial Intelligence,_ Machine Learning, _Data Science.
  • Multitask Learning.
  • Active Sampling, Multi-armed Bandits.
  • Online Combinatorial Optimization, Evolutionary Computation.
  • Cellular Automata,
  • Semantic Image Retrieval.


Publications

Karunakaran, Deepak, et al. "Active Sampling for Dynamic Job Shop Scheduling using Genetic Programming." Evolutionary Computation (CEC), 2019 IEEE Congress on. IEEE, 2019.

Karunakaran, Deepak, et al. "Sampling Heuristics for Multi-objective Dynamic Job Shop Scheduling Using Island Based Parallel Genetic Programming." Int. conference on Parallel Problem Solving from Nature, 2018.

Karunakaran, Deepak, et al. "Semantic Image Retrieval using Point-set Topology and the Ant Sleeping Model". Natural Computing for Unsupervised Learning. Springer, 2018.

Karunakaran, Deepak, et al. "Toward evolving dispatching rules for dynamic job shop scheduling under uncertainty." Proceedings of the Genetic and Evolutionary Computation Conference . ACM, 2017.

Karunakaran, Deepak, et al. "Evolving dispatching rules for dynamic Job shop scheduling with uncertain processing times." Evolutionary Computation (CEC), 2017 IEEE Congress on. IEEE, 2017.

Karunakaran, Deepak, et al. "Parallel multi-objective job shop scheduling using genetic programming." Australasian Conference on Artificial Life and Computational Intelligence. Springer, Cham, 2016.

Karunakaran, Deepak, et al. "Dynamic job shop scheduling under uncertainty using genetic programming." Intelligent and Evolutionary Systems: The 20th Asia Pacific Symposium, IES 2016, Canberra, Australia, November 2016, Proceedings. Springer International Publishing.

Karunakaran, Deepak, et al. "A Petri net simulation of software development lifecycle towards green IT." Open Systems (ICOS), 2013 IEEE Conference on. IEEE, 2013.

Karunakaran/ABB, D., Sundaravaradan/ABB, J., Ghosh/ABB, S., Ramaswamy/ABB, S., Vaidyanathan/ABB, A., & Srinivasan/ABB, S. (2013). U.S. Patent No. WO 2013098626 A1. Washington, DC: U.S. Patent and Trademark Office. A SYSTEM AND A METHOD FOR PERFORMING ENGINEERING FOR INDUSTRIAL AUTOMATION SYSTEM.

Srivastava, A., Karunakaran, D., Kumar, S., Narayana, V. B., Halakatti, V., & Rao, S. Higher Dimensional Games of Life, 2009.

Contact

Linkedin : https://www.linkedin.com/in/deepak-karunakaran/