An evolutionary-based methodology for symbolic simplification of analog circuits using genetic algorithm and simulated annealing

作者:

Highlights:

• An evolutionary-based multi-objective methodology is proposed for automatic symbolic simplification of analog circuits.

• The simplified symbolic expressions are generated in MATLAB automatically from the input netlist of the circuit.

• A hybrid algorithm based on genetic algorithm and simulated annealing is used to test the proposed simplification criterion.

• The proposed algorithm is successfully tested on three analog circuits, and its results are compared with HSPICE.

摘要

•An evolutionary-based multi-objective methodology is proposed for automatic symbolic simplification of analog circuits.•The simplified symbolic expressions are generated in MATLAB automatically from the input netlist of the circuit.•A hybrid algorithm based on genetic algorithm and simulated annealing is used to test the proposed simplification criterion.•The proposed algorithm is successfully tested on three analog circuits, and its results are compared with HSPICE.

论文关键词:Simplified symbolic analysis,Analog circuits,Modified nodal analysis,Multi-objective optimization,Genetic algorithm,Simulated annealing

论文评审过程:Available online 23 September 2014.

论文官网地址:https://doi.org/10.1016/j.eswa.2014.09.030