Induction: processes of inference, learning, and discovery
Induction: processes of inference, learning, and discovery
Co-evolving parasites improve simulated evolution as an optimization procedure
Emergent computation
Adaptation in natural and artificial systems
Adaptation in natural and artificial systems
Genetic programming: on the programming of computers by means of natural selection
Genetic programming: on the programming of computers by means of natural selection
Genetic programming (videotape): the movie
Genetic programming (videotape): the movie
Evolving hardware with genetic learning: a first step towards building a Darwin machine
Proceedings of the second international conference on From animals to animats 2 : simulation of adaptive behavior: simulation of adaptive behavior
Genetic programming II (videotape): the next generation
Genetic programming II (videotape): the next generation
Genetic programming II: automatic discovery of reusable programs
Genetic programming II: automatic discovery of reusable programs
Genetic algorithms + data structures = evolution programs (2nd, extended ed.)
Genetic algorithms + data structures = evolution programs (2nd, extended ed.)
Advances in genetic programming
Advances in genetic programming
An introduction to genetic algorithms
An introduction to genetic algorithms
The art of computer programming, volume 2 (3rd ed.): seminumerical algorithms
The art of computer programming, volume 2 (3rd ed.): seminumerical algorithms
Advances in genetic programming: volume 2
Advances in genetic programming: volume 2
Genetic programming: an introduction: on the automatic evolution of computer programs and its applications
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms
Evolution of Non-Deterministic Incremental Algorithms as a New Approach for Search in State Spaces
Proceedings of the 6th International Conference on Genetic Algorithms
Proceedings of the 1st annual conference on Genetic and evolutionary computation
GECCO '96 Proceedings of the 1st annual conference on Genetic and evolutionary computation
GECCO '96 Proceedings of the 1st annual conference on Genetic and evolutionary computation
Automated design synthesis and partitioning for adaptive reconfigurable hardware
Hardware implementation of intelligent systems
On Computing Transitive-Closure Equivalence Sets Using a Hybrid GA-DP Approach
FPL '02 Proceedings of the Reconfigurable Computing Is Going Mainstream, 12th International Conference on Field-Programmable Logic and Applications
Improving FSM evolution with progressive fitness functions
Proceedings of the 14th ACM Great Lakes symposium on VLSI
Implementation of a genetic algorithm on a virtex-ii pro FPGA
Proceedings of the ACM/SIGDA international symposium on Field programmable gate arrays
High-speed FPGA-based implementations of a genetic algorithm
SAMOS'09 Proceedings of the 9th international conference on Systems, architectures, modeling and simulation
Human-competitive results produced by genetic programming
Genetic Programming and Evolvable Machines
EuroGP'05 Proceedings of the 8th European conference on Genetic Programming
Using symmetry and evolutionary search to minimize sorting networks
The Journal of Machine Learning Research
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This paper describes how the massive parallelism of the rapidly reconfigurable Xilinx XC6216 FPGA (in conjunction with Virtual Computing's H.O.T. Works board) can be exploited to accelerate the time-consuming fitness measurement task of genetic algorithms and genetic programming. This acceleration is accomplished by embodying each individual of the evolving population into hardware in order to perform the fitness measurement task. A 16-step sorting network for seven items was evolved that has two fewer steps than the sorting network described in the 1962 O'Connor and Nelson patent on sorting networks (and the same number of steps as a 7-sorter that was devised by Floyd and Knuth subsequent to the patent and that is now known to be minimal). Other minimal sorters have been evolved.