Genetic algorithms and their applications

@article{Tang1996GeneticAA,
  title={Genetic algorithms and their applications},
  author={W. Tang and K. Man and S. Kwong and Qianhua He},
  journal={IEEE Signal Process. Mag.},
  year={1996},
  volume={13},
  pages={22-37}
}
This article introduces the genetic algorithm (GA) as an emerging optimization algorithm for signal processing. After a discussion of traditional optimization techniques, it reviews the fundamental operations of a simple GA and discusses procedures to improve its functionality. The properties of the GA that relate to signal processing are summarized, and a number of applications, such as IIR adaptive filtering, time delay estimation, active noise control, and speech processing, that are being… Expand
1,026 Citations
Efficient adaptive noise cancellation using genetic optimization
  • 5
13 - On Genetic Algorithms and their Applications
  • 28
A hybrid genetic scatter search algorithm using genetic screening
  • Jeffrey M. Wilczewski, F. Sahin
  • Mathematics
  • 2009 Fifth International Conference on Soft Computing, Computing with Words and Perceptions in System Analysis, Decision and Control
  • 2009
Genetic Algorithms and Evolutionary Computation
  • 55
An application of genetic algorithms with guiding strategy in the design of digital filter
  • 10
Fast Genetic Algorithms Used for PID Parameter Optimization
  • 51
Digital filter design using genetic algorithm
  • 57
Genetic Algorithms: Concepts, Design for Optimization of Process Controllers
  • 221
  • PDF
...
1
2
3
4
5
...

References

SHOWING 1-10 OF 40 REFERENCES
Genetic evolution of the topology and weight distribution of neural networks
  • V. Maniezzo
  • Computer Science, Medicine
  • IEEE Trans. Neural Networks
  • 1994
  • 481
Genetic and evolutionary algorithms come of age
  • 381
  • PDF
Fuzzy control of pH using genetic algorithms
  • 734
A new algorithm for explicit adaptation of time delay
  • 134
...
1
2
3
4
...