Adaptation in natural and artificial systems
Adaptation in natural and artificial systems
Genetic algorithms for VLSI design, layout & test automation
Genetic algorithms for VLSI design, layout & test automation
Electromagnetic Optimization by Genetic Algorithms
Electromagnetic Optimization by Genetic Algorithms
Evolutionary Algorithms for Solving Multi-Objective Problems
Evolutionary Algorithms for Solving Multi-Objective Problems
Journal of Global Optimization
Automated Analog Circuit Sythesis Using a Linear Representation
ICES '98 Proceedings of the Second International Conference on Evolvable Systems: From Biology to Hardware
An efficient evolutionary algorithm applied to the design of two-dimensional IIR filters
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Differential Evolution: A Practical Approach to Global Optimization (Natural Computing Series)
Differential Evolution: A Practical Approach to Global Optimization (Natural Computing Series)
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Electronic Filter Design Handbook, Fourth Edition (McGraw-Hill Handbooks)
Electronic Filter Design Handbook, Fourth Edition (McGraw-Hill Handbooks)
A constraint handling approach for the differential evolution algorithm
CEC '02 Proceedings of the Evolutionary Computation on 2002. CEC '02. Proceedings of the 2002 Congress - Volume 02
Generalized digital Butterworth filter design
ICASSP '96 Proceedings of the Acoustics, Speech, and Signal Processing, 1996. on Conference Proceedings., 1996 IEEE International Conference - Volume 03
An Automated Passive Analog Circuit Synthesis Framework using Genetic Algorithms
ISVLSI '07 Proceedings of the IEEE Computer Society Annual Symposium on VLSI
An overview of evolutionary algorithms for parameter optimization
Evolutionary Computation
Advances in Differential Evolution
Advances in Differential Evolution
Automated synthesis of analog electrical circuits by means ofgenetic programming
IEEE Transactions on Evolutionary Computation
Automated passive filter synthesis using a novel tree representation and genetic programming
IEEE Transactions on Evolutionary Computation
Generalised opposition-based differential evolution: an experimental study
International Journal of Computer Applications in Technology
Bio-inspired computation: success and challenges of IJBIC
International Journal of Bio-Inspired Computation
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Although analogue circuits have been successfully used in a variety of real life applications, the design of such circuits is very challenging and a time-consuming task. Automating the design of analogue circuit using optimisation algorithms is urgently needed. Algorithms inspired from natural evolution called evolutionary algorithms (EAs) were successfully used to solve variety of engineering problem. EAs are capable of providing pioneer solutions because they are capable of handling multimodel function, deal with functional non-linearity and measurement noise. In this paper, we explore the advantages of using differential evolution (DE) algorithm to select the optimal elements of analogue electronic circuit and specially passive and active filters. The produced results show that DE can find the optimal values of the proposed circuit elements such as resistor, capacitor and inductor in an efficient way. The developed circuits were tested with significant results.