HIGHLIGHTS
SUMMARY
The first numerical optimization techniques for circuit design emerged in the 1960s,,,, including pioneering optimization methods for RF and microwave passive filter design. Prominent applications to microwave design optimization of space mapping, surrogate modeling, ANN,, and combinations of them,,,,, flourished in the 2000s and 2010s. It highlights the main milestones in several overlapping chronological stages of microwave design optimization: 1) circuit-oriented optimization methods; 2) direct electromagnetic optimization techniques; 3) space mapping optimization and surrogate approaches; 4) surrogate methodologies and Bayesian approaches; and 5) cognition-driven design. In essence, the ASM algorithm iteratively finds . . .

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