Algorithms
Genetic programming: on the programming of computers by means of natural selection
Genetic programming: on the programming of computers by means of natural selection
Applied cryptography (2nd ed.): protocols, algorithms, and source code in C
Applied cryptography (2nd ed.): protocols, algorithms, and source code in C
Parallel genetic programming: a scalable implementation using the transputer network architecture
Advances in genetic programming
Genetic programming: an introduction: on the automatic evolution of computer programs and its applications
Analysis of unconventional evolved electronics
Communications of the ACM
A High-Performance, Pipelined, FPGA-Based Genetic Algorithm Machine
Genetic Programming and Evolvable Machines
Evolving Turing-Complete Programs for a Register Machine with Self-modifying Code
Proceedings of the 6th International Conference on Genetic Algorithms
Evolution of a Controller with a Free Variable Using Genetic Programming
Proceedings of the European Conference on Genetic Programming
Register Based Genetic Programming on FPGA Computing Platforms
Proceedings of the European Conference on Genetic Programming
Prototyping a GA Pipeline for Complete Hardware Evolution
EH '99 Proceedings of the 1st NASA/DOD workshop on Evolvable Hardware
GeneticFPGA: Evolving Stable Circuits on Mainstream FPGA Devices
EH '99 Proceedings of the 1st NASA/DOD workshop on Evolvable Hardware
GECCO '96 Proceedings of the 1st annual conference on Genetic and evolutionary computation
A Pipelined Hardware Implementation of Genetic Programming Using FPGAs and Handel-C
EuroGP '02 Proceedings of the 5th European Conference on Genetic Programming
The Journal of Supercomputing
Evolving classifiers on field programmable gate arrays: migrating XCS to FPGAs
Journal of Systems Architecture: the EUROMICRO Journal - Special issue: Nature-inspired applications and systems
Development of a customized processor architecture for accelerating genetic algorithms
Microprocessors & Microsystems
Implementation of a genetic algorithm on a virtex-ii pro FPGA
Proceedings of the ACM/SIGDA international symposium on Field programmable gate arrays
From implementations to a general concept of evolvable machines
EuroGP'03 Proceedings of the 6th European conference on Genetic programming
Implementing multi-VRC cores to evolve combinational logic circuits in parallel
ICES'07 Proceedings of the 7th international conference on Evolvable systems: from biology to hardware
High-speed FPGA-based implementations of a genetic algorithm
SAMOS'09 Proceedings of the 9th international conference on Systems, architectures, modeling and simulation
Complete FPGA implemented evolvable image filters
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
Optimization of single variable functions using complete hardware evolution
Applied Soft Computing
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This paper presents an implementation of Genetic Programming using a Field Programmable Gate Array. This novel implementation uses a high level language to hardware compilation system, called Handel-C, to produce a Field Programmable Logic Array capable of performing all the functions required of a Genetic Programming System. Two simple test problems demonstrate that GP running on a Field Programmable Gate Array can outperform a software version of the same algorithm by exploiting the intrinsic parallelism available using hardware, and the geometric parallelisation of Genetic Programming.