Genetic Programming Bibliography entries for Nelishia Pillay

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GP coauthors/coeditors: Tatenda Chareka, Emmanuel Dufourq, Clive Frankland, Kevin C Igwe, Christopher Rae, Amashini Naidoo, Thambo Nyathi, Wolfgang Banzhaf, Derrick Beckedahl, Anisa Waganda Ragalo, Rushil Raghavjee,

Genetic Programming Articles by Nelishia Pillay

Genetic Programming PhD doctoral thesis Nelishia Pillay

Genetic Programming conference papers by Nelishia Pillay

  1. Nelishia Pillay and Derrick Beckedahl. EvoHyp - a Java toolkit for evolutionary algorithm hyper-heuristics. In Jose A. Lozano editor, 2017 IEEE Congress on Evolutionary Computation (CEC), pages 2706-2713, Donostia, San Sebastian, Spain, 2017. IEEE. details

  2. Thambo Nyathi and Nelishia Pillay. Automated Design of Genetic Programming Classification Algorithms Using a Genetic Algorithm. In Giovanni Squillero editor, 20th European Conference on the Applications of Evolutionary Computation, volume 10200, pages 224-239, Amsterdam, 2017. Springer. details

  3. Nelishia Pillay. Evolving Construction Heuristics for the Curriculum Based University Course Timetabling Problem. In Yew-Soon Ong editor, Proceedings of 2016 IEEE Congress on Evolutionary Computation (CEC 2016), pages 4437-4443, Vancouver, 2016. IEEE Press. details

  4. Tatenda Chareka and Nelishia Pillay. A study of fitness functions for data classification using grammatical evolution. In 2016 Pattern Recognition Association of South Africa and Robotics and Mechatronics International Conference (PRASA-RobMech), 2016. details

  5. Kevin Igwe and Nelishia Pillay. A Study of Genetic Programming and Grammatical Evolution for Automatic Object-Oriented Programming: A Focus on the List Data Structure. In Nelishia Pillay and Andries P. Engelbrecht and Ajith Abraham and Mathys C. du Plessis and Vaclav Snasel and Azah Kamilah Muda editors, Advances in Nature and Biologically Inspired Computing: Proceedings of the 7th World Congress on Nature and Biologically Inspired Computing (NaBIC2015), volume 419, pages 151-163, Pietermaritzburg, South Africa, 2015. Springer. details

  6. Clive Frankland and Nelishia Pillay. Evolving game playing strategies for Othello. In IEEE Congress on Evolutionary Computation (CEC), pages 1498-1504, 2015. details

  7. Anisa Ragalo and Nelishia Pillay. A Hyper-heuristic approach towards mitigating Premature Convergence caused by the objective fitness function in GP. In 14th International Conference on Intelligent Systems Design and Applications, pages 68-75, 2014. details

  8. Emmanuel Dufourq and Nelishia Pillay. Hybridizing evolutionary algorithms for creating classifier ensembles. In Sixth World Congress on Nature and Biologically Inspired Computing (NaBIC 2014), pages 84-90, 2014. details

  9. Kevin Igwe and Nelishia Pillay and Christopher Rae. Solving the 8-puzzle problem using genetic programming. In John McNeill and Karen L. Bradshaw and Philip Machanick and Mosiuoa Tsietsi editors, Proceedings of the South African Institute for Computer Scientists and Information Technologists Conference, SAICSIT'13, pages 64-67, East London, South Africa, 2013. ACM. details

  10. Kevin Igwe and Nelishia Pillay. Automatic Programming Using Genetic Programming. In Long Thanh Ngo and Ajith Abraham and Lam Thu Bui and Emilio Corchado and Choo Yun-Huoy and Kun Ma editors, Proceedings of the 2013 Third World Congress on Information and Communication Technologies (WICT 2013), pages 337-342, Hanoi, Vietnam, 2013. IEEE. details

  11. Emmanuel Dufourq and Nelishia Pillay. A comparison of genetic programming representations for binary data classification. In 2013 Third World Congress on Information and Communication Technologies (WICT), pages 134-140, 2013. details

  12. Emmanuel Dufourq and Nelishia Pillay. Incorporating adaptive discretization into genetic programming for data classification. In Third World Congress on Information and Communication Technologies (WICT), pages 127-133, 2013. details

  13. Rushil Raghavjee and Nelishia Pillay. A comparison of genetic algorithms and genetic programming in solving the school timetabling problem. In Fourth World Congress on Nature and Biologically Inspired Computing (NaBIC 2012), pages 98-103, Mexico City, 2012. details

  14. Anisa W. Ragalo and Nelishia Pillay. A building block conservation and extension mechanism for improved performance in Polynomial Symbolic Regression tree-based Genetic Programming. In Fourth World Congress on Nature and Biologically Inspired Computing (NaBIC 2012), pages 123-129, Mexico City, 2012. details

  15. Nelishia Pillay. An analysis of representations for hyper-heuristics for the uncapacitated examination timetabling problem in a genetic programming system. In Reinhardt A. Botha and Charmain Cilliers editors, Proceedings of the 2008 Annual Conference of the South African Institute of Computer Scientists and Information Technologists on IT Research in Developing Countries, SAICSIT 2008, volume 338, pages 188-192, Wilderness, South Africa, 2008. ACM. details

  16. Amashini Naidoo and Nelishia Pillay. Using Genetic Programming for Turing Machine Induction. In Michael O'Neill and Leonardo Vanneschi and Steven Gustafson and Anna Isabel Esparcia Alcazar and Ivanoe De Falco and Antonio Della Cioppa and Ernesto Tarantino editors, Proceedings of the 11th European Conference on Genetic Programming, EuroGP 2008, volume 4971, pages 350-361, Naples, 2008. Springer. details

  17. Amashini Naidoo and Nelishia Pillay. The Induction of Finite Transducers Using Genetic Programming. In Marc Ebner and Michael O'Neill and Anik\'o Ek\'art and Leonardo Vanneschi and Anna Isabel Esparcia-Alc\'azar editors, Proceedings of the 10th European Conference on Genetic Programming, volume 4445, pages 371-380, Valencia, Spain, 2007. Springer. details

  18. Nelishia Pillay and Wolfgang Banzhaf. A Genetic Programming Approach to the Generation of Hyper-Heuristics for the Uncapacitated Examination Timetabling Problem. In Jos\'e Neves and Manuel Filipe Santos and Jos\'e Machado editors, 13th Portuguese Conference on Aritficial Intelligence, EPIA 2007, pages 223-234, Guimar\~aes, Portugal, 2007. Springer. details

  19. Nelishia Pillay. A Genetic Programming System for the Induction of Iterative Solution. In Judith Bishop and Derrick Kourie editors, Research for a Changing World: Proceedings of SAICSIT 2005, pages 111-113, White River, Mpumalanga, South Africa, 2005. SAICSIT. details

  20. Nelishia Pillay. An investigation into using genetic programming as a means of inducing solutions to novice procedural programming problems. In Hans-Georg Beyer and Una-May O'Reilly and Dirk V. Arnold and Wolfgang Banzhaf and Christian Blum and Eric W. Bonabeau and Erick Cantu-Paz and Dipankar Dasgupta and Kalyanmoy Deb and James A. Foster and Edwin D. de Jong and Hod Lipson and Xavier Llora and Spiros Mancoridis and Martin Pelikan and Guenther R. Raidl and Terence Soule and Andy M. Tyrrell and Jean-Paul Watson and Eckart Zitzler editors, GECCO 2005: Proceedings of the 2005 conference on Genetic and evolutionary computation, volume 2, pages 1781-1782, Washington DC, USA, 2005. ACM Press. details

  21. Nelishia Pillay. Evolving Solutions to ASCII Graphics Programming Problems in Intelligent Programming Tutors. In Rajendra Akerkar editor, International Conference on Applied Artificial Intelligence (ICAAI'2003), pages 236-243, Fort Panhala, Kolhapur, India, 2003. TMRF. details

  22. Nelishia Pillay. Using genetic programming for the induction of novice procedural programming solution algorithms. In SAC '02: Proceedings of the 2002 ACM symposium on Applied computing, pages 578-583, Madrid, Spain, 2002. ACM Press. details

  23. Nelishia Pillay. A Genetic Programming System for the Induction of Novice Programming Problems in Intelligent Programming Tutors. In Intech' 2001: 2nd International Conference on Intelligent Technologies, pages 180-192, Faculty of Science and Technology, Assumption University, Bangkok, Thailand, 2001. details