A Historical Account and Technical Reassessment of the Broyden-based Input Space Mapping Optimization Algorithm
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Fecha
2017-06
Autores
Rayas-Sánchez, José E.
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Editor
IEEE
Resumen
Descripción
The Broyden-based input space mapping (SM) algorithm, better known as the aggressive space mapping (ASM) algorithm, is revisited in this article. The most fundamental SM-based optimization methods developed until now, in which ASM is framed, are overviewed. More than two decades of ASM evolution are briefly accounted, evidencing its popularity in both academia and industry. The two main characteristics that explain its popularity are emphasized: 1) simplicity, and 2) efficiency (when it works, it works extremely well). The fundamentals behind the Broyden-based input SM algorithm are illustrated, accentuating key steps for its successful implementation, as well as typical scenarios where it may fail. Finally, some future directions regarding ASM are ventured.
Palabras clave
Aggressive Space Mapping, Broyden, Em-based Design, Non-linear Systems, Optimization
Citación
J. E. Rayas-Sánchez, “A historical account and technical reassessment of the Broyden-based input space mapping optimization algorithm,” in IEEE MTT-S Int. Microwave Symp. Dig., Honolulu, HI, Jun. 2017, pp. 1495-1497. DOI: 10.1109/MWSYM.2017.8058906