Classifier systems and genetic algorithms
Artificial Intelligence
Evolvable hardware chips for industrial applications
Communications of the ACM
Fitness inheritance in genetic algorithms
SAC '95 Proceedings of the 1995 ACM symposium on Applied computing
Using self organizing maps and genetic algorithms for model selection in multilevel optimization
IEA/AIE '99 Proceedings of the 12th international conference on Industrial and engineering applications of artificial intelligence and expert systems: multiple approaches to intelligent systems
Efficient and Accurate Parallel Genetic Algorithms
Efficient and Accurate Parallel Genetic Algorithms
Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control and Artificial Intelligence
Genetic Algorithms for Pattern Recognition
Genetic Algorithms for Pattern Recognition
Handbook of Evolutionary Computation
Handbook of Evolutionary Computation
A High-Performance, Pipelined, FPGA-Based Genetic Algorithm Machine
Genetic Programming and Evolvable Machines
Evolution Strategies on Noisy Functions: How to Improve Convergence Properties
PPSN III Proceedings of the International Conference on Evolutionary Computation. The Third Conference on Parallel Problem Solving from Nature: Parallel Problem Solving from Nature
Searching in the Presence of Noise
PPSN IV Proceedings of the 4th International Conference on Parallel Problem Solving from Nature
A Fast Evolutionary Algorithm for Image Compression in Hardware
IEA/AIE '02 Proceedings of the 15th international conference on Industrial and engineering applications of artificial intelligence and expert systems: developments in applied artificial intelligence
A Fitness Estimation Strategy for Genetic Algorithms
IEA/AIE '02 Proceedings of the 15th international conference on Industrial and engineering applications of artificial intelligence and expert systems: developments in applied artificial intelligence
Island Model genetic Algorithms and Linearly Separable Problems
Selected Papers from AISB Workshop on Evolutionary Computing
On-Line Compression of High Precision Printer Images by Evolvable Hardware
DCC '98 Proceedings of the Conference on Data Compression
A comparison of selection schemes used in evolutionary algorithms
Evolutionary Computation
Parameter control in evolutionary algorithms
IEEE Transactions on Evolutionary Computation
Macroevolutionary algorithms: a new optimization method on fitnesslandscapes
IEEE Transactions on Evolutionary Computation
The LOCO-I lossless image compression algorithm: principles and standardization into JPEG-LS
IEEE Transactions on Image Processing
Improving evolvable hardware by applying the speciation technique
Applied Soft Computing
Adaptive fuzzy fitness granulation for evolutionary optimization
International Journal of Approximate Reasoning
Evolutionary hidden information detection by granulation-based fitness approximation
Applied Soft Computing
Research on the online evaluation approach for the digital evolvable hardware
ICES'07 Proceedings of the 7th international conference on Evolvable systems: from biology to hardware
Population clustering in genetic programming
EuroGP'06 Proceedings of the 9th European conference on Genetic Programming
Engineering Applications of Artificial Intelligence
| Hi-index | 0.00 |
An evolutionary algorithm implemented in hardware is expected to operate much faster than the equivalent software implementation. However, this may not be true for slow fitness evaluation applications. This paper introduces a fast evolutionary algorithm (FEA) that does not evaluate all new individuals, thus operating faster for slow fitness evaluation applications. Results of a hardware implementation of this algorithm are presented that show the real time advantages of such systems for slow fitness evaluation applications. Results are presented for six optimisation functions and for image compression hardware.