Genetic Programming Bibliography entries for R Muhammad Atif Azad

up to index Created by W.Langdon from gp-bibliography.bib Revision:1.8120

GP coauthors/coeditors: Conor Ryan, Mark E Burke, Ali Raza Ansari, Michael Walsh, Tim McGloughlin, David Medernach, Gopinath Chennupati, Stephan Eidenbenz, Nandakishore Santhi, Jeannie Fitzgerald, Fergal Lane, Hammad Majeed, Adil Raja, Colin Flanagan, Dorel Picovici, Michael O'Neill, Alan Sheahan, Eoin Ryan, Aliyu Sani Sambo, Yevgeniya Kovalchuk, Vivek Padmanaabhan Indramohan, Hanifa Shah,

Genetic Programming Articles by R Muhammad Atif Azad

  1. Aliyu Sani Sambo and R. Muhammad Atif Azad and Yevgeniya Kovalchuk and Vivek Padmanaabhan Indramohan and Hanifa Shah. Evolving simple and accurate symbolic regression models via asynchronous parallel computing. Applied Soft Computing, 104:107198, 2021. details

  2. Raja Muhammad Atif Azad. Krzysztof Krawiec: Behavioral program synthesis with genetic programming. Genetic Programming and Evolvable Machines, 18(1):111-113, 2017. Book review. details

  3. Raja Muhammad Atif Azad and Conor Ryan. A Simple Approach to Lifetime Learning in Genetic Programming based Symbolic Regression. Evolutionary Computation, 22(2):287-317, 2014. details

  4. Adil Raja and R. Muhammad Atif Azad and Colin Flanagan and Conor Ryan. Evolutionary speech quality estimation in VoIP. Soft Computing - A Fusion of Foundations, Methodologies and Applications, 15(1):89-94, 2011. Special issue on Bio-inspired Learning and Intelligent Systems. details

  5. A. Raja and R. M. A. Azad and C. Flanagan and C. Ryan. A Methodology for Deriving VoIP Equipment Impairment Factors for a Mixed NB/WB Context. IEEE Transactions on Multimedia, 10(6):1046-1058, 2008. details

  6. R. Muhammad Atif Azad and Ali R. Ansari and Conor Ryan and Michael Walsh and Tim McGloughlin. An evolutionary approach to Wall Sheer Stress prediction in a grafted artery. Applied Soft Computing, 4(2):139-148, 2004. details

Genetic Programming Books by R Muhammad Atif Azad

Genetic Programming PhD doctoral thesis R Muhammad Atif Azad

Genetic Programming conference papers by R Muhammad Atif Azad

  1. Aliyu Sani Sambo and R. Muhammad Atif Azad and Yevgeniya Kovalchuk and Vivek Padmanaabhan Indramohan and Hanifa Shah. Improving the Generalisation of Genetic Programming Models with Evaluation Time and Asynchronous Parallel Computing. In Francisco Chicano and Alberto Tonda and Krzysztof Krawiec and Marde Helbig and Christopher W. Cleghorn and Dennis G. Wilson and Georgios Yannakakis and Luis Paquete and Gabriela Ochoa and Jaume Bacardit and Christian Gagne and Sanaz Mostaghim and Laetitia Jourdan and Oliver Schuetze and Petr Posik and Carlos Segura and Renato Tinos and Carlos Cotta and Malcolm Heywood and Mengjie Zhang and Leonardo Trujillo and Risto Miikkulainen and Bing Xue and Aneta Neumann and Richard Allmendinger and Fuyuki Ishikawa and Inmaculada Medina-Bulo and Frank Neumann and Andrew M. Sutton editors, Proceedings of the 2021 Genetic and Evolutionary Computation Conference Companion, pages 265-266, internet, 2021. Association for Computing Machinery. details

  2. Aliyu Sani Sambo and R. Muhammad Atif Azad and Yevgeniya Kovalchuk and Vivek Padmanaabhan Indramohan and Hanifa Shah. Leveraging Asynchronous Parallel Computing to Produce Simple Genetic Programming Computational Models. In Federico Divina and Miguel Garcia Torres editors, The 35th ACM/SIGAPP Symposium On Applied Computing, pages 521-528, Brno, Czech Republic, 2020. ACM. details

  3. Aliyu Sani Sambo and R. Muhammad Atif Azad and Yevgeniya Kovalchuk and Vivek Padmanaabhan Indramohan and Hanifa Shah. Feature Engineering for Improving Robustness of Crossover in Symbolic Regression. In Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William La Cava and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino Fernandez Alzueta and Pablo Valledor Pellicer and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe De Falco and Antonio Della Cioppa and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik editors, Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, pages 249-250, internet, 2020. Association for Computing Machinery. details

  4. Aliyu Sani Sambo and R. Muhammad Atif Azad and Yevgeniya Kovalchuk and Vivek Padmanaabhan Indramohan and Hanifa Shah. Time Control or Size Control? Reducing Complexity and Improving Accuracy of Genetic Programming Models. In Ting Hu and Nuno Lourenco and Eric Medvet editors, EuroGP 2020: Proceedings of the 23rd European Conference on Genetic Programming, volume 12101, pages 195-210, Seville, Spain, 2020. Springer Verlag. details

  5. David Medernach and Jeannie Fitzgerald and R. Muhammad Atif Azad and Conor Ryan. A New Wave: A Dynamic Approach to Genetic Programming. In Tobias Friedrich editor, GECCO '16: Proceedings of the 2016 Annual Conference on Genetic and Evolutionary Computation, pages 757-764, Denver, USA, 2016. ACM. details

  6. Gopinath Chennupati and R. Muhammad Atif Azad and Conor Ryan. Automatic Lock-free Parallel Programming on Multi-core Processors. In Yew Soon Ong editor, CEC 2016, pages 4143-4150, Vancouver, 2016. IEEE. details

  7. David Medernach and Jeannie Fitzgerald and R. Muhammad Atif Azad and Conor Ryan. Wave: A Genetic Programming Approach to Divide and Conquer. In Sara Silva and Anna I Esparcia-Alcazar and Manuel Lopez-Ibanez and Sanaz Mostaghim and Jon Timmis and Christine Zarges and Luis Correia and Terence Soule and Mario Giacobini and Ryan Urbanowicz and Youhei Akimoto and Tobias Glasmachers and Francisco Fernandez de Vega and Amy Hoover and Pedro Larranaga and Marta Soto and Carlos Cotta and Francisco B. Pereira and Julia Handl and Jan Koutnik and Antonio Gaspar-Cunha and Heike Trautmann and Jean-Baptiste Mouret and Sebastian Risi and Ernesto Costa and Oliver Schuetze and Krzysztof Krawiec and Alberto Moraglio and Julian F. Miller and Pawel Widera and Stefano Cagnoni and JJ Merelo and Emma Hart and Leonardo Trujillo and Marouane Kessentini and Gabriela Ochoa and Francisco Chicano and Carola Doerr editors, GECCO Companion '15: Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation, pages 1435-1436, Madrid, Spain, 2015. ACM. details

  8. David Medernach and Jeannie Fitzgerald and R. Muhammad Atif Azad and Conor Ryan. Wave: Incremental Erosion of Residual Error. In Colin Johnson and Krzysztof Krawiec and Alberto Moraglio and Michael O'Neill editors, GECCO 2015 Semantic Methods in Genetic Programming (SMGP'15) Workshop, pages 1285-1292, Madrid, Spain, 2015. ACM. details

  9. Jeannie M. Fitzgerald and R. Muhammad Atif Azad and Conor Ryan. GEML: A Grammatical Evolution, Machine Learning Approach to Multi-class Classification. In Juan Julian Merelo and Agostinho Rosa and Jose M. Cadenas and Antonio Dourado Correia and Kurosh Madani and Antonio Ruano and Joaquim Filipe editors, The 7th International Joint Conference on Computational Intelligence (IJCCI 2015), volume 669, pages 113-134, Lisbon, Portugal, 2015. Springer. Revised Selected Papers. details

  10. Jeannie Fitzgerald and R. Muhammad Atif Azad and Conor Ryan. GEML: Evolutionary Unsupervised and Semi-Supervised Learning of Multi-class Classification with Grammatical Evolution. In Agostinho Rosa and Juan Julian Merelo and Antonio Dourado and Jose M. Cadenas and Kurosh Madani and Antonio Ruano and Joaquim Filipe editors, ECTA. 7th International Conference on Evolutionary Computation Theory and Practice, pages 83-94, Lisbon, Portugal, 2015. SCITEPRESS - Science and Technology Publications. details

  11. Gopinath Chennupati and R. Muhammad Atif Azad and Conor Ryan. Automatic Evolution of Parallel Sorting Programs on Multi-cores. In Antonio M. Mora and Giovanni Squillero editors, 18th European Conference on the Applications of Evolutionary Computation, volume 9028, pages 706-717, Copenhagen, 2015. Springer. details

  12. Gopinath Chennupati and R. Muhammad Atif Azad and Conor Ryan. On the Automatic Generation of Efficient Parallel Iterative Sorting Algorithms. In Sara Silva and Anna I Esparcia-Alcazar and Manuel Lopez-Ibanez and Sanaz Mostaghim and Jon Timmis and Christine Zarges and Luis Correia and Terence Soule and Mario Giacobini and Ryan Urbanowicz and Youhei Akimoto and Tobias Glasmachers and Francisco Fernandez de Vega and Amy Hoover and Pedro Larranaga and Marta Soto and Carlos Cotta and Francisco B. Pereira and Julia Handl and Jan Koutnik and Antonio Gaspar-Cunha and Heike Trautmann and Jean-Baptiste Mouret and Sebastian Risi and Ernesto Costa and Oliver Schuetze and Krzysztof Krawiec and Alberto Moraglio and Julian F. Miller and Pawel Widera and Stefano Cagnoni and JJ Merelo and Emma Hart and Leonardo Trujillo and Marouane Kessentini and Gabriela Ochoa and Francisco Chicano and Carola Doerr editors, GECCO Companion '15: Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation, pages 1369-1370, Madrid, Spain, 2015. ACM. details

  13. Gopinath Chennupati and R. Muhammad Atif Azad and Conor Ryan. Synthesis of Parallel Iterative Sorts with Multi-Core Grammatical Evolution. In John Woodward and Daniel Tauritz and Manuel Lopez-Ibanez editors, GECCO 2015 5th Workshop on Evolutionary Computation for the Automated Design of Algorithms (ECADA'15), pages 1059-1066, Madrid, Spain, 2015. ACM. details

  14. Gopinath Chennupati and R. Muhammad Atif Azad and Conor Ryan. Performance Optimization of Multi-Core Grammatical Evolution Generated Parallel Recursive Programs. In Sara Silva and Anna I Esparcia-Alcazar and Manuel Lopez-Ibanez and Sanaz Mostaghim and Jon Timmis and Christine Zarges and Luis Correia and Terence Soule and Mario Giacobini and Ryan Urbanowicz and Youhei Akimoto and Tobias Glasmachers and Francisco Fernandez de Vega and Amy Hoover and Pedro Larranaga and Marta Soto and Carlos Cotta and Francisco B. Pereira and Julia Handl and Jan Koutnik and Antonio Gaspar-Cunha and Heike Trautmann and Jean-Baptiste Mouret and Sebastian Risi and Ernesto Costa and Oliver Schuetze and Krzysztof Krawiec and Alberto Moraglio and Julian F. Miller and Pawel Widera and Stefano Cagnoni and JJ Merelo and Emma Hart and Leonardo Trujillo and Marouane Kessentini and Gabriela Ochoa and Francisco Chicano and Carola Doerr editors, GECCO '15: Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation, pages 1007-1014, Madrid, Spain, 2015. ACM. details

  15. Gopinath Chennupati and R. Muhammad Atif Azad and Conor Ryan. Automatic Evolution of Parallel Recursive Programs. In Penousal Machado and Malcolm I. Heywood and James McDermott and Mauro Castelli and Pablo Garcia-Sanchez and Paolo Burelli and Sebastian Risi and Kevin Sim editors, 18th European Conference on Genetic Programming, volume 9025, pages 167-178, Copenhagen, 2015. Springer. details

  16. R. Muhammad Atif Azad and Conor Ryan. The Best Things Don't Always Come in Small Packages: Constant Creation in Grammatical Evolution. In Miguel Nicolau and Krzysztof Krawiec and Malcolm I. Heywood and Mauro Castelli and Pablo Garcia-Sanchez and Juan J. Merelo and Victor M. Rivas Santos and Kevin Sim editors, 17th European Conference on Genetic Programming, volume 8599, pages 186-197, Granada, Spain, 2014. Springer. details

  17. Fergal Lane and R. Muhammad Atif Azad and Conor Ryan. On Effective and Inexpensive Local Search Techniques in Genetic Programming. In Thomas Bartz-Beielstein and Juergen Branke and Bogdan Filipic and Jim Smith editors, 13th International Conference on Parallel Problem Solving from Nature, volume 8672, pages 444-453, Ljubljana, Slovenia, 2014. Springer. details

  18. Gopinath Chennupati and R. Muhammad Atif Azad and Conor Ryan. Predict the performance of GE with an ACO based machine learning algorithm. In Steven Gustafson and Ekaterina Vladislavleva editors, GECCO 2014 Workshop on Symbolic Regression and Modelling, pages 1353-1360, Vancouver, BC, Canada, 2014. ACM. details

  19. Gopinath Chennupati and R. Muhammad Atif Azad and Conor Ryan. Multi-core GE: automatic evolution of CPU based multi-core parallel programs. In Tea Tusar and Boris Naujoks editors, GECCO 2014 student workshop, pages 1041-1044, Vancouver, BC, Canada, 2014. ACM. details

  20. Gopinath Chennupati and Conor Ryan and R. Muhammad Atif Azad. Predict the success or failure of an evolutionary algorithm run. In Christian Igel and Dirk V. Arnold and Christian Gagne and Elena Popovici and Anne Auger and Jaume Bacardit and Dimo Brockhoff and Stefano Cagnoni and Kalyanmoy Deb and Benjamin Doerr and James Foster and Tobias Glasmachers and Emma Hart and Malcolm I. Heywood and Hitoshi Iba and Christian Jacob and Thomas Jansen and Yaochu Jin and Marouane Kessentini and Joshua D. Knowles and William B. Langdon and Pedro Larranaga and Sean Luke and Gabriel Luque and John A. W. McCall and Marco A. Montes de Oca and Alison Motsinger-Reif and Yew Soon Ong and Michael Palmer and Konstantinos E. Parsopoulos and Guenther Raidl and Sebastian Risi and Guenther Ruhe and Tom Schaul and Thomas Schmickl and Bernhard Sendhoff and Kenneth O. Stanley and Thomas Stuetzle and Dirk Thierens and Julian Togelius and Carsten Witt and Christine Zarges editors, GECCO Comp '14: Proceedings of the 2014 conference companion on Genetic and evolutionary computation companion, pages 131-132, Vancouver, BC, Canada, 2014. ACM. details

  21. R. Muhammad Atif Azad and David Medernach and Conor Ryan. Efficient Approaches to Interleaved Sampling of training data for Symbolic Regression. In Ana Maria Madureira and Ajith Abraham and Emilio Corchado and Leonilde Varela and Azah Kamilah Muda and Choo yun Huoy editors, Sixth World Congress on Nature and Biologically Inspired Computing, pages 176-183, Porto, Portugal, 2014. IEEE. details

  22. R. Muhammad Atif Azad and David Medernach and Conor Ryan. Efficient interleaved sampling of training data in genetic programming. In Christian Igel and Dirk V. Arnold and Christian Gagne and Elena Popovici and Anne Auger and Jaume Bacardit and Dimo Brockhoff and Stefano Cagnoni and Kalyanmoy Deb and Benjamin Doerr and James Foster and Tobias Glasmachers and Emma Hart and Malcolm I. Heywood and Hitoshi Iba and Christian Jacob and Thomas Jansen and Yaochu Jin and Marouane Kessentini and Joshua D. Knowles and William B. Langdon and Pedro Larranaga and Sean Luke and Gabriel Luque and John A. W. McCall and Marco A. Montes de Oca and Alison Motsinger-Reif and Yew Soon Ong and Michael Palmer and Konstantinos E. Parsopoulos and Guenther Raidl and Sebastian Risi and Guenther Ruhe and Tom Schaul and Thomas Schmickl and Bernhard Sendhoff and Kenneth O. Stanley and Thomas Stuetzle and Dirk Thierens and Julian Togelius and Carsten Witt and Christine Zarges editors, GECCO Comp '14: Proceedings of the 2014 conference companion on Genetic and evolutionary computation companion, pages 127-128, Vancouver, BC, Canada, 2014. ACM. details

  23. Jeannie Fitzgerald and R. Muhammad Atif Azad and Conor Ryan. A bootstrapping approach to reduce over-fitting in genetic programming. In Christian Blum and Enrique Alba and Thomas Bartz-Beielstein and Daniele Loiacono and Francisco Luna and Joern Mehnen and Gabriela Ochoa and Mike Preuss and Emilia Tantar and Leonardo Vanneschi and Kent McClymont and Ed Keedwell and Emma Hart and Kevin Sim and Steven Gustafson and Ekaterina Vladislavleva and Anne Auger and Bernd Bischl and Dimo Brockhoff and Nikolaus Hansen and Olaf Mersmann and Petr Posik and Heike Trautmann and Muhammad Iqbal and Kamran Shafi and Ryan Urbanowicz and Stefan Wagner and Michael Affenzeller and David Walker and Richard Everson and Jonathan Fieldsend and Forrest Stonedahl and William Rand and Stephen L. Smith and Stefano Cagnoni and Robert M. Patton and Gisele L. Pappa and John Woodward and Jerry Swan and Krzysztof Krawiec and Alexandru-Adrian Tantar and Peter A. N. Bosman and Miguel Vega-Rodriguez and Jose M. Chaves-Gonzalez and David L. Gonzalez-Alvarez and Sergio Santander-Jimenez and Lee Spector and Maarten Keijzer and Kenneth Holladay and Tea Tusar and Boris Naujoks editors, GECCO '13 Companion: Proceeding of the fifteenth annual conference companion on Genetic and evolutionary computation conference companion, pages 1113-1120, Amsterdam, The Netherlands, 2013. ACM. details

  24. Jeannie Fitzgerald and R. Muhammad Atif Azad and Conor Ryan. Bootstrapping to reduce bloat and improve generalisation in genetic programming. In Christian Blum and Enrique Alba and Thomas Bartz-Beielstein and Daniele Loiacono and Francisco Luna and Joern Mehnen and Gabriela Ochoa and Mike Preuss and Emilia Tantar and Leonardo Vanneschi and Kent McClymont and Ed Keedwell and Emma Hart and Kevin Sim and Steven Gustafson and Ekaterina Vladislavleva and Anne Auger and Bernd Bischl and Dimo Brockhoff and Nikolaus Hansen and Olaf Mersmann and Petr Posik and Heike Trautmann and Muhammad Iqbal and Kamran Shafi and Ryan Urbanowicz and Stefan Wagner and Michael Affenzeller and David Walker and Richard Everson and Jonathan Fieldsend and Forrest Stonedahl and William Rand and Stephen L. Smith and Stefano Cagnoni and Robert M. Patton and Gisele L. Pappa and John Woodward and Jerry Swan and Krzysztof Krawiec and Alexandru-Adrian Tantar and Peter A. N. Bosman and Miguel Vega-Rodriguez and Jose M. Chaves-Gonzalez and David L. Gonzalez-Alvarez and Sergio Santander-Jimenez and Lee Spector and Maarten Keijzer and Kenneth Holladay and Tea Tusar and Boris Naujoks editors, GECCO '13 Companion: Proceeding of the fifteenth annual conference companion on Genetic and evolutionary computation conference companion, pages 141-142, Amsterdam, The Netherlands, 2013. ACM. details

  25. Gopinath Chennupati and Conor Ryan and Raja Muhammad Atif Azad. An Empirical Analysis Through the Time Complexity of GE Problems. In Radomil Matousek editor, 19th International Conference on Soft Computing, MENDEL 2013, pages 37-44, Brno, Czech Republic, 2013. details

  26. R. Muhammad Atif Azad and Conor Ryan. Variance based selection to improve test set performance in genetic programming. In Natalio Krasnogor and Pier Luca Lanzi and Andries Engelbrecht and David Pelta and Carlos Gershenson and Giovanni Squillero and Alex Freitas and Marylyn Ritchie and Mike Preuss and Christian Gagne and Yew Soon Ong and Guenther Raidl and Marcus Gallager and Jose Lozano and Carlos Coello-Coello and Dario Landa Silva and Nikolaus Hansen and Silja Meyer-Nieberg and Jim Smith and Gus Eiben and Ester Bernado-Mansilla and Will Browne and Lee Spector and Tina Yu and Jeff Clune and Greg Hornby and Man-Leung Wong and Pierre Collet and Steve Gustafson and Jean-Paul Watson and Moshe Sipper and Simon Poulding and Gabriela Ochoa and Marc Schoenauer and Carsten Witt and Anne Auger editors, GECCO '11: Proceedings of the 13th annual conference on Genetic and evolutionary computation, pages 1315-1322, Dublin, Ireland, 2011. ACM. details

  27. R. Muhammad Atif Azad and Conor Ryan. Abstract functions and lifetime learning in genetic programming for symbolic regression. In Juergen Branke and Martin Pelikan and Enrique Alba and Dirk V. Arnold and Josh Bongard and Anthony Brabazon and Juergen Branke and Martin V. Butz and Jeff Clune and Myra Cohen and Kalyanmoy Deb and Andries P Engelbrecht and Natalio Krasnogor and Julian F. Miller and Michael O'Neill and Kumara Sastry and Dirk Thierens and Jano van Hemert and Leonardo Vanneschi and Carsten Witt editors, GECCO '10: Proceedings of the 12th annual conference on Genetic and evolutionary computation, pages 893-900, Portland, Oregon, USA, 2010. ACM. details

  28. Adil Raja and R. Muhammad Atif Azad and Colin Flanagan and Conor Ryan. VoIP speech quality estimation in a mixed context with genetic programming. In Maarten Keijzer and Giuliano Antoniol and Clare Bates Congdon and Kalyanmoy Deb and Benjamin Doerr and Nikolaus Hansen and John H. Holmes and Gregory S. Hornby and Daniel Howard and James Kennedy and Sanjeev Kumar and Fernando G. Lobo and Julian Francis Miller and Jason Moore and Frank Neumann and Martin Pelikan and Jordan Pollack and Kumara Sastry and Kenneth Stanley and Adrian Stoica and El-Ghazali Talbi and Ingo Wegener editors, GECCO '08: Proceedings of the 10th annual conference on Genetic and evolutionary computation, pages 1627-1634, Atlanta, GA, USA, 2008. ACM. details

  29. R. Muhammad Atif Azad and Conor Ryan. Gecco 2008 grammatical evolution tutorial. In Marc Ebner and Mike Cattolico and Jano van Hemert and Steven Gustafson and Laurence D. Merkle and Frank W. Moore and Clare Bates Congdon and Christopher D. Clack and Frank W. Moore and William Rand and Sevan G. Ficici and Rick Riolo and Jaume Bacardit and Ester Bernado-Mansilla and Martin V. Butz and Stephen L. Smith and Stefano Cagnoni and Mark Hauschild and Martin Pelikan and Kumara Sastry editors, GECCO-2008 tutorials, pages 2339-2366, Atlanta, GA, USA, 2008. ACM. details

  30. Adil Raja and R. Muhammad Atif Azad and Colin Flanagan and Conor Ryan. Real-Time, Non-Intrusive Evaluation of VoIP. 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 217-228, Valencia, Spain, 2007. Springer. details

  31. A. Raja and R. M. A. Azad and C. Flanagan and C. Ryan. An Evolutionary Approach to Speech Quality Estimation. In Proceedings of the 2007 International Conference Frontiers in the Convergence of Bioscience and Information Technologies (FBIT 2007), pages 757-760, Jeju Island, Korea, 2007. IEEE Press. details

  32. Adil Raja and R. Muhammad Atif Azad and Colin Flanagan and Dorel Picovici and Conor Ryan. Non-Intrusive Quality Evaluation of VoIP Using Genetic Programming. In 1st Bio-Inspired Models of Network, Information and Computing Systems, pages 1-8, Madonna di Campiglio, 2006. IEEE. details

  33. Hammad Majeed and Conor Ryan and R. Muhammad Atif Azad. Evaluating GP schema in context. 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 1773-1774, Washington DC, USA, 2005. ACM Press. details

  34. Eoin Ryan and Atif Azad and Conor Ryan. On the performance of Genetic Operators the Random Key Representation. In Maarten Keijzer and Una-May O'Reilly and Simon M. Lucas and Ernesto Costa and Terence Soule editors, Genetic Programming 7th European Conference, EuroGP 2004, Proceedings, volume 3003, pages 162-173, Coimbra, Portugal, 2004. Springer-Verlag. details

  35. Conor Ryan and Hammad Majeed and Atif Azad. A Competitive Building Block Hypothesis. In Kalyanmoy Deb and Riccardo Poli and Wolfgang Banzhaf and Hans-Georg Beyer and Edmund Burke and Paul Darwen and Dipankar Dasgupta and Dario Floreano and James Foster and Mark Harman and Owen Holland and Pier Luca Lanzi and Lee Spector and Andrea Tettamanzi and Dirk Thierens and Andy Tyrrell editors, Genetic and Evolutionary Computation -- GECCO-2004, Part II, volume 3103, pages 654-665, Seattle, WA, USA, 2004. Springer-Verlag. details

  36. Conor Ryan and R. Muhammad Atif Azad. Sensible Initialisation in Chorus. In Conor Ryan and Terence Soule and Maarten Keijzer and Edward Tsang and Riccardo Poli and Ernesto Costa editors, Genetic Programming, Proceedings of EuroGP'2003, volume 2610, pages 394-403, Essex, 2003. Springer-Verlag. details

  37. Conor Ryan and R. Muhammad Atif Azad. Sensible Initialisation in Grammatical Evolution. In Alwyn M. Barry editor, GECCO 2003: Proceedings of the Bird of a Feather Workshops, Genetic and Evolutionary Computation Conference, pages 142-145, Chigaco, 2003. AAAI. details

  38. R. Muhammad Atif Azad and Conor Ryan. Structural Emergence with Order Independent Representations. In E. Cant\'u-Paz and J. A. Foster and K. Deb and D. Davis and R. Roy and U.-M. O'Reilly and H.-G. Beyer and R. Standish and G. Kendall and S. Wilson and M. Harman and J. Wegener and D. Dasgupta and M. A. Potter and A. C. Schultz and K. Dowsland and N. Jonoska and J. Miller editors, Genetic and Evolutionary Computation -- GECCO-2003, volume 2724, pages 1626-1638, Chicago, 2003. Springer-Verlag. details

  39. Conor Ryan and Atif Azad and Alan Sheahan and Michael O'Neill. No Coercion and No Prohibition, A Position Independent Encoding Scheme for Evolutionary Algorithms---The Chorus System. In James A. Foster and Evelyne Lutton and Julian Miller and Conor Ryan and Andrea G. B. Tettamanzi editors, Genetic Programming, Proceedings of the 5th European Conference, EuroGP 2002, volume 2278, pages 131-141, Kinsale, Ireland, 2002. Springer-Verlag. details

  40. R. Muhammad Atif Azad. A Position Independent Evolutionary Automatic Programming Algorithm - The Chorus System. In Sean Luke and Conor Ryan and Una-May O'Reilly editors, Graduate Student Workshop, pages 260-263, New York, 2002. AAAI. details

  41. R. Muhammad Atif Azad and Conor Ryan and Mark E. Burke and Ali R. Ansari. A Re-examination Of The Cart Centering Problem Using The Chorus System. In W. B. Langdon and E. Cant\'u-Paz and K. Mathias and R. Roy and D. Davis and R. Poli and K. Balakrishnan and V. Honavar and G. Rudolph and J. Wegener and L. Bull and M. A. Potter and A. C. Schultz and J. F. Miller and E. Burke and N. Jonoska editors, GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, pages 707-715, New York, 2002. Morgan Kaufmann Publishers. details

  42. Conor Ryan and Michael O'Neill and Atif Azad. No Coercion and No Prohibition - A Position Independent Encoding Scheme for Evolutionary Algorithms. In Lee Spector and Erik D. Goodman and Annie Wu and W. B. Langdon and Hans-Michael Voigt and Mitsuo Gen and Sandip Sen and Marco Dorigo and Shahram Pezeshk and Max H. Garzon and Edmund Burke editors, Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2001), page 187, San Francisco, California, USA, 2001. Morgan Kaufmann. details

Genetic Programming book chapters by R Muhammad Atif Azad