Multi-objective evolutionary optimisation of microwave oscillators

A novel evolution-based (or genetic-based) stochastic approach driven to simulation-based optimisation of multiple figures of merit of nonlinear oscillator models is presented. The dynamics of the evolutionary method allows for a robust search for the best trade-off curve of the problem with good diversity of solutions.