Genetic Programming Bibliography entries for David Grochol

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GP coauthors/coeditors: Lukas Sekanina, Martin Zadnik, Jan Korenek, V Kosar,

Genetic Programming Articles by David Grochol

• D. Grochol and L. Sekanina and M. Zadnik and J. Korenek and V. Kosar. Evolutionary circuit design for fast FPGA-based classification of network application protocols. Applied Soft Computing, 38:933-941, 2016. details

Genetic Programming PhD doctoral thesis David Grochol

• David Grochol. Evolutionary design and optimization of components used in high-speed computer networks. PhD thesis, Faculty of Information Technology, Brno University of Technology, Brno, Czech Republic, 2019. details

Genetic Programming conference papers by David Grochol

1. David Grochol and Lukas Sekanina. Evolutionary Design of Hash Functions for IPv6 Network Flow Hashing. In Yaochu Jin editor, 2020 IEEE Congress on Evolutionary Computation (CEC), 2020. details

2. David Grochol and Lukas Sekanina. Multi-Objective Evolution of Ultra-Fast General-Purpose Hash Functions. In Mauro Castelli and Lukas Sekanina and Mengjie Zhang and Stefano Cagnoni and Pablo Garcia-Sanchez editors, EuroGP 2018: Proceedings of the 21st European Conference on Genetic Programming, volume 10781, pages 187-202, Parma, Italy, 2018. Springer Verlag. details

3. David Grochol and Lukas Sekanina. Fast Reconfigurable Hash Functions for Network Flow Hashing in FPGAs. In 2018 NASA/ESA Conference on Adaptive Hardware and Systems (AHS), pages 257-263, 2018. details

4. David Grochol and Lukas Sekanina. Multi-objective evolution of hash functions for high speed networks. In Jose A. Lozano editor, 2017 IEEE Congress on Evolutionary Computation (CEC), pages 1533-1540, Donostia, San Sebastian, Spain, 2017. IEEE. details

5. David Grochol and Lukas Sekanina. Evolutionary Design of Fast High-quality Hash Functions for Network Applications. In Tobias Friedrich and Frank Neumann and Andrew M. Sutton and Martin Middendorf and Xiaodong Li and Emma Hart and Mengjie Zhang and Youhei Akimoto and Peter A. N. Bosman and Terry Soule and Risto Miikkulainen and Daniele Loiacono and Julian Togelius and Manuel Lopez-Ibanez and Holger Hoos and Julia Handl and Faustino Gomez and Carlos M. Fonseca and Heike Trautmann and Alberto Moraglio and William F. Punch and Krzysztof Krawiec and Zdenek Vasicek and Thomas Jansen and Jim Smith and Simone Ludwig and JJ Merelo and Boris Naujoks and Enrique Alba and Gabriela Ochoa and Simon Poulding and Dirk Sudholt and Timo Koetzing editors, GECCO '16: Proceedings of the 2016 Annual Conference on Genetic and Evolutionary Computation, pages 901-908, Denver, USA, 2016. ACM. details

6. David Grochol and Lukas Sekanina. Comparison of Parallel Linear Genetic Programming Implementations. In Radek Matousek editor, Proceedings of the 22nd International Conference on Soft Computing (MENDEL 2016), volume 576, pages 64-76, Brno, Czech Republic, 2016. Springer. details

7. David Grochol and Lukas Sekanina and Martin Zadnik and Jan Korenek. A Fast FPGA-Based Classification of Application Protocols Optimized Using Cartesian GP. In Antonio M. Mora and Giovanni Squillero editors, 18th European Conference on the Applications of Evolutionary Computation, volume 9028, pages 67-78, Copenhagen, 2015. Springer. details