Genetic Programming Bibliography entries for Stephanie Forrest

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GP coauthors/coeditors: Hammad Ahmad, Padraic Cashin, Westley Weimer, Carianne Martinez, Jonathan Dorn, Jeremy Lacomis, Ryan Dougherty, Erin Lanus, Charles J Colbourn, Ethan Joseph Fast, Claire Le Goues, ThanhVu Nguyen, Yu Huang, Kevin Leach, Chad Spensky, Michael Dewey-Vogt, Joel Lehman, Jeff Clune, Dusan Misevic, Christoph Adami, Julie Beaulieu, Peter J Bentley, Samuel Bernard, Guillaume Beslon, David M Bryson, Patryk Chrabaszcz, Nick Cheney, Antoine Cully, Stephane Doncieux, Fred C Dyer, Kai Olav Ellefsen, Robert Feldt, Stephan Fischer, Antoine Frenoy, Christian Gagne, Leni K Le Goff, Laura M Grabowski, Babak Hodjat, Frank Hutter, Laurent Keller, Carole Knibbe, Peter Krcah, Richard E Lenski, Hod Lipson, Robert MacCurdy, Carlos Maestre, Risto Miikkulainen, Sara Mitri, David E Moriarty, Jean-Baptiste Mouret, Anh Quang Nguyen, Charles Ofria, Marc Parizeau, David P Parsons, Robert T Pennock, William F Punch, Thomas S Ray, Marc Schoenauer, Eric Schulte, Karl Sims, Kenneth O Stanley, Francois Taddei, Danesh Tarapore, Simon Thibault, Richard A Watson, Jason Yosinksi, Lee Altenberg, David Parsons, Jason Yosinski, Jhe-Yu Liou, Carole-Jean Wu, Xiaodong Wang, Muaaz Gul Awan, Steven A Hofmeyr, Kirtus Leyba, Petr Sulc, Justyna Petke, William B Langdon, Joseph Renzullo, Melanie Moses, Zachary P Fry, Jonathan DiLorenzo, Stephen Harding, Miryung Kim, Patrick Hurley,

Genetic Programming Articles by Stephanie Forrest

  1. Joseph Renzullo and Westley Weimer and Stephanie Forrest. Evolving Software: Combining Online Learning with Mutation-Based Stochastic Search. ACM Transactions on Evolutionary Learning and Optimization, 3(4) 2023. details

  2. Risto Miikkulainen and Stephanie Forrest. A biological perspective on evolutionary computation. Nature machine intelligence, 3:9-15, 2021. details

  3. Jhe-Yu Liou and Xiaodong Wang and Stephanie Forrest and Carole-Jean Wu. GEVO: GPU Code Optimization Using Evolutionary Computation. ACM Transactions on Architecture and Code Optimization, 17(4):Article 33, 2020. details

  4. Joel Lehman and Jeff Clune and Dusan Misevic and Christoph Adami and Lee Altenberg and Julie Beaulieu and Peter J. Bentley and Samuel Bernard and Guillaume Beslon and David M. Bryson and Nick Cheney and Patryk Chrabaszcz and Antoine Cully and Stephane Doncieux and Fred C. Dyer and Kai Olav Ellefsen and Robert Feldt and Stephan Fischer and Stephanie Forrest and Antoine Frenoy and Christian Gagne and Leni Le Goff and Laura M. Grabowski and Babak Hodjat and Frank Hutter and Laurent Keller and Carole Knibbe and Peter Krcah and Richard E. Lenski and Hod Lipson and Robert MacCurdy and Carlos Maestre and Risto Miikkulainen and Sara Mitri and David E. Moriarty and Jean-Baptiste Mouret and Anh Nguyen and Charles Ofria and Marc Parizeau and David Parsons and Robert T. Pennock and William F. Punch and Thomas S. Ray and Marc Schoenauer and Eric Schulte and Karl Sims and Kenneth O. Stanley and Francois Taddei and Danesh Tarapore and Simon Thibault and Richard Watson and Westley Weimer and Jason Yosinski. The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities. Artificial Life, 26(2):274-306, 2020. details

  5. Jonathan Dorn and Jeremy Lacomis and Westley Weimer and Stephanie Forrest. Automatically Exploring Tradeoffs Between Software Output Fidelity and Energy Costs. IEEE Transactions on Software Engineering, 45(3):219-236, 2019. details

  6. Justyna Petke and Claire Le Goues and Stephanie Forrest and William B. Langdon. Genetic Improvement of Software: Report from Dagstuhl Seminar 18052. Dagstuhl Reports, 8(1):158-182, 2018. details

  7. Eric Schulte and Zachary P. Fry and Ethan Fast and Westley Weimer and Stephanie Forrest. Software mutational robustness. Genetic Programming and Evolvable Machines, 15(3):281-312, 2014. details

  8. Claire Le Goues and Stephanie Forrest and Westley Weimer. Current challenges in automatic software repair. Software Quality Journal, 21:421-443, 2013. details

  9. Claire Le Goues and ThanhVu Nguyen and Stephanie Forrest and Westley Weimer. GenProg: A Generic Method for Automatic Software Repair. IEEE Transactions on Software Engineering, 38(1):54-72, 2012. details

  10. Westley Weimer and Stephanie Forrest and Claire Le Goues and ThanhVu Nguyen. Automatic program repair with evolutionary computation. Communications of the ACM, 53(5):109-116, 2010. details

  11. Stephanie Forrest. Genetic Algorithms: Principles of Natural Selection Applied to Computation. Science, 261(5123):872-878, 1993. details

  12. Jhe-Yu Liou and Muaaz Awan and Kirtus Leyba and Petr Sulc and Steven Hofmeyr and Carole-Jean Wu and Stephanie Forrest. Evolving to find optimizations humans miss: using evolutionary computation to improve GPU code for bioinformatics applications. ACM Transactions on Evolutionary Learning and Optimization. Just Accepted. details

Genetic Programming conference papers by Stephanie Forrest

  1. Jhe-Yu Liou and Muaaz Awan and Steven Hofmeyr and Stephanie Forrest and Carole-Jean Wu. Understanding the Power of Evolutionary Computation for GPU Code Optimization. In 2022 IEEE International Symposium on Workload Characterization (IISWC), pages 185-198, Austin, TX, USA, 2022. details

  2. Hammad Ahmad and Padraic Cashin and Stephanie Forrest and Westley Weimer. Digging into Semantics: Where Do Search-Based Software Repair Methods Search?. In Guenter Rudolph and Anna V. Kononova and Hernan E. Aguirre and Pascal Kerschke and Gabriela Ochoa and Tea Tusar editors, Parallel Problem Solving from Nature - PPSN XVII - 17th International Conference, PPSN 2022, Proceedings, Part II, volume 13399, pages 3-18, Dortmund, Germany, 2022. Springer. details

  3. Yu Huang and Hammad Ahmad and Stephanie Forrest and Westley Weimer. Applying Automated Program Repair to Dataflow Programming Languages. In Justyna Petke and Bobby R. Bruce and Yu Huang and Aymeric Blot and Westley Weimer and W. B. Langdon editors, GI @ ICSE 2021, pages 21-22, internet, 2021. IEEE. details

  4. Jhe-Yu Liou and Xiaodong Wang and Stephanie Forrest and Carole-Jean Wu. GEVO-ML: A Proposal for Optimizing ML Code with Evolutionary Computation. 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 1849-1856, internet, 2020. Association for Computing Machinery. details

  5. Jhe-Yu Liou and Stephanie Forrest and Carole-Jean Wu. Uncovering Performance Opportunities by Relaxing Program Semantics of GPGPU Kernels. In Adwait Jog and Onur Kayiran and Ashutosh Pattnaik editors, 12th Workshop on General Purpose Processing Using GPU (GPGPU 2019) @ ASPLOS 2019, Providence, RI, USA, 2019. details

  6. Jhe-Yu Liou and Stephanie Forrest and Carole-Jean Wu. Genetic Improvement of GPU Code. In Justyna Petke and Shin Hwei Tan and William B. Langdon and Westley Weimer editors, GI-2019, ICSE workshops proceedings, pages 20-27, Montreal, 2019. IEEE. Best Paper. details

  7. Kevin Leach and Ryan Dougherty and Chad Spensky and Stephanie Forrest and Westley Weimer. Evolutionary Computation for Improving Malware Analysis. In Justyna Petke and Shin Hwei Tan and William B. Langdon and Westley Weimer editors, GI-2019, ICSE workshops proceedings, pages 18-19, Montreal, 2019. IEEE. Best Presentation. details

  8. Ryan E. Dougherty and Erin Lanus and Charles J. Colbourn and Stephanie Forrest. Genetic Algorithms for Affine Transformations to Existential t-Restrictions. In Brad Alexander and Saemundur O. Haraldsson and Markus Wagner and John R. Woodward editors, 7th edition of GI @ GECCO 2019, pages 1707-1708, Prague, Czech Republic, 2019. ACM. details

  9. Padraic Cashin and Carianne Martinez and Westley Weimer and Stephanie Forrest. Understanding Automatically-Generated Patches Through Symbolic Invariant Differences. In 34th IEEE/ACM International Conference on Automated Software Engineering, ASE 2019, pages 411-414, San Diego, CA, USA, 2019. details

  10. Joseph Renzullo and Westley Weimer and Melanie Moses and Stephanie Forrest. Neutrality and Epistasis in Program Space. In Justyna Petke and Kathryn Stolee and William B. Langdon and Westley Weimer editors, GI-2018, ICSE workshops proceedings, pages 1-8, Gothenburg, Sweden, 2018. ACM. best presentation award. details

  11. Westley Weimer and Stephanie Forrest and Miryung Kim and Claire Le Goues and Patrick Hurley. Trusted Software Repair for System Resiliency. In 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, DSN Workshops 2016, pages 238-241, Toulouse, France, 2016. IEEE Computer Society. details

  12. Eric Schulte and Westley Weimer and Stephanie Forrest. Repairing COTS Router Firmware without Access to Source Code or Test Suites: A Case Study in Evolutionary Software Repair. In William B. Langdon and Justyna Petke and David R. White editors, Genetic Improvement 2015 Workshop, pages 847-854, Madrid, 2015. ACM. Best Paper. details

  13. Eric Schulte and Jonathan Dorn and Stephen Harding and Stephanie Forrest and Westley Weimer. Post-compiler Software Optimization for Reducing Energy. In Proceedings of the 19th International Conference on Architectural Support for Programming Languages and Operating Systems, ASPLOS'14, pages 639-652, Salt Lake City, Utah, USA, 2014. ACM. details

  14. Westley Weimer and Zachary P. Fry and Stephanie Forrest. Leveraging Program Equivalence for Adaptive Program Repair: Models and First Results. In Ewen Denney and Tevfik Bultan and Andreas Zeller editors, 28th IEEE/ACM International Conference on Automated Software Engineering, pages 356-366, Palo Alto, USA, 2013. details

  15. Eric Schulte and Jonathan DiLorenzo and Westley Weimer and Stephanie Forrest. Automated Repair of Binary and Assembly Programs for Cooperating Embedded Devices. In Proceedings of the eighteenth international conference on Architectural support for programming languages and operating systems, pages 317-328, Houston, Texas, USA, 2013. ACM. details

  16. Claire Le Goues and Michael Dewey-Vogt and Stephanie Forrest and Westley Weimer. A Systematic Study of Automated Program Repair: Fixing 55 out of 105 bugs for \$8 Each. In Martin Glinz editor, 34th International Conference on Software Engineering (ICSE 2012), pages 3-13, Zurich, 2012. details

  17. Claire Le Goues and Westley Weimer and Stephanie Forrest. Representations and operators for improving evolutionary software repair. In Terry Soule and Anne Auger and Jason Moore and David Pelta and Christine Solnon and Mike Preuss and Alan Dorin and Yew-Soon Ong and Christian Blum and Dario Landa Silva and Frank Neumann and Tina Yu and Aniko Ekart and Wil Browne and Tim Kovacs and Man-Leung Wong and Clara Pizzuti and Jon Rowe and Tobias Friedrich and Giovanni Squillero and Nicolas Bredeche and Stephen L. Smith and Alison Motsinger-Rei and Jose Lozano and Martin Pelikan and Silja Meyer-Nienber and Christian Igel and Greg Hornby and Rene Doursat and Steve Gustafson and Gustavo Olague and Shin Yoo and John Clark and Gabriela Ochoa and Gisele Pappa and Fernando Lobo and Daniel Tauritz and Jurgen Branke and Kalyanmoy Deb editors, GECCO '12: Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference, pages 959-966, Philadelphia, Pennsylvania, USA, 2012. ACM. details

  18. Eric Schulte and Stephanie Forrest and Westley Weimer. Automated Program Repair through the Evolution of Assembly Code. In Proceedings of the IEEE/ACM International Conference on Automated Software Engineering, pages 313-316, Antwerp, 2010. ACM. details

  19. Stephanie Forrest. The Case for Evolvable Software. In ACM International Conference on Systems, Programming, Languages, and Applications: Software for Humanity (SPLASH), page 1, Reno, USA, 2010. ACM. Keynote. details

  20. Ethan Fast and Claire Le Goues and Stephanie Forrest and Westley Weimer. Designing better fitness functions for automated program repair. 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 965-972, Portland, Oregon, USA, 2010. ACM. details

  21. Claire Le Goues and Stephanie Forrest and Westley Weimer. The case for software evolution. In Gruia-Catalin Roman and Kevin J. Sullivan editors, Proceedings of the FSE/SDP workshop on Future of software engineering research, FoSER'10, pages 205-210, Santa Fe, New Mexico, USA, 2010. ACM. details

  22. Westley Weimer and ThanhVu Nguyen and Claire Le Goues and Stephanie Forrest. Automatically Finding Patches Using Genetic Programming. In Stephen Fickas editor, International Conference on Software Engineering (ICSE) 2009, pages 364-374, Vancouver, 2009. Winner ACM SIGSOFT Distinguished Paper Award. Gold medal at 2009 HUMIES. Ten-Year Most Influential Paper \citeWeimer:2019:ICSE. details

  23. ThanhVu Nguyen and Westley Weimer and Claire Le Goues and Stephanie Forrest. Using Execution Paths to Evolve Software Patches. In Phil McMinn and Robert Feldt editors, International Conference on Software Testing, Verification and Validation Workshops, ICSTW '09, pages 152-153, Denver, Colorado, USA, 2009. details

  24. Stephanie Forrest and ThanhVu Nguyen and Westley Weimer and Claire Le Goues. A genetic programming approach to automated software repair. In Guenther Raidl and Franz Rothlauf and Giovanni Squillero and Rolf Drechsler and Thomas Stuetzle and Mauro Birattari and Clare Bates Congdon and Martin Middendorf and Christian Blum and Carlos Cotta and Peter Bosman and Joern Grahl and Joshua Knowles and David Corne and Hans-Georg Beyer and Ken Stanley and Julian F. Miller and Jano van Hemert and Tom Lenaerts and Marc Ebner and Jaume Bacardit and Michael O'Neill and Massimiliano Di Penta and Benjamin Doerr and Thomas Jansen and Riccardo Poli and Enrique Alba editors, GECCO '09: Proceedings of the 11th Annual conference on Genetic and evolutionary computation, pages 947-954, Montreal, 2009. ACM. GECCO 2019 10-Year Most Influential Paper Award, Best paper. details

Genetic Programming book chapters by Stephanie Forrest

Genetic Programming other entries for Stephanie Forrest

  1. Jhe-Yu Liou and Muaaz Awan and Steven Hofmeyr and Stephanie Forrest and Carole-Jean Wu. Understanding the Power of Evolutionary Computation for GPU Code Optimization. 2022. details

  2. Stephanie Forrest. Engineering and Evolving Software. 2021. Invited keynote. details

  3. Westley Weimer and ThanhVu Nguyen and Claire Le Goues and Stephanie Forrest. It Does What You Say, Not What You Mean: Lessons From A Decade of Program Repair. 2019. details

  4. Joel Lehman and Jeff Clune and Dusan Misevic and Christoph Adami and Julie Beaulieu and Peter J. Bentley and Samuel Bernard and Guillaume Beslon and David M. Bryson and Patryk Chrabaszcz and Nick Cheney and Antoine Cully and Stephane Doncieux and Fred C. Dyer and Kai Olav Ellefsen and Robert Feldt and Stephan Fischer and Stephanie Forrest and Antoine Frenoy and Christian Gagne and Leni K. Le Goff and Laura M. Grabowski and Babak Hodjat and Frank Hutter and Laurent Keller and Carole Knibbe and Peter Krcah and Richard E. Lenski and Hod Lipson and Robert MacCurdy and Carlos Maestre and Risto Miikkulainen and Sara Mitri and David E. Moriarty and Jean-Baptiste Mouret and Anh Nguyen and Charles Ofria and Marc Parizeau and David P. Parsons and Robert T. Pennock and William F. Punch and Thomas S. Ray and Marc Schoenauer and Eric Schulte and Karl Sims and Kenneth O. Stanley and Francois Taddei and Danesh Tarapore and Simon Thibault and Westley Weimer and Richard Watson and Jason Yosinksi. The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities. 2018. v3. details

  5. Eric Schulte and Zachary P. Fry and Ethan Fast and Stephanie Forrest and Westley Weimer. Software Mutational Robustness: Bridging The Gap Between Mutation Testing and Evolutionary Biology. 2012. details