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Multi-hard-objective optimum design of surface acoustic wave duplexers using adaptive differential evolution

机译:采用自适应差分演化的表面声波双工器多硬客观优化设计

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This paper proposes a novel computer-aided design method of Surface Acoustic Wave (SAW) duplexers which are used widely in the modern Radio Frequency (RF) circuits of various mobile communication systems. The desirable frequency response characteristics of a SAW duplexer are specified by a number of necessary conditions. Besides, the frequency response characteristics of the SAW duplexer depends on its geometrical structure. The major advantage of the proposed design method is that it provides the designer with a set of optimal solutions, or structures, instead of a single solution. Therefore, the designer can choose a solution which of them best fits the application under consideration. According to the proposed design method, the structural design of a SAW duplexer is described as a Multi-Hard-objective Optimization Problem (MHOP) in which each of multiple objective functions is restricted to be less than its upper bound. Then, in order to obtain a number of non-dominated feasible solutions for MHOP, a new evolutionary algorithm based on Differential Evolution (DE) is employed. Finally, through analysis of the non-dominated feasible solutions, or structures, obtained by the DE-based algorithm, suitable structures of the SAW duplexer are considered from various viewpoints.
机译:本文提出了一种新型计算机辅助设计方法的表面声波(SAW)双工器,其广泛用于各种移动通信系统的现代射频(RF)电路。 SAW双工器的理想频率响应特性由许多必要条件指定。此外,SAW双工器的频率响应特性取决于其几何结构。所提出的设计方法的主要优点是它为设计者提供了一组最佳解决方案,或结构,而不是单一解决方案。因此,设计人员可以选择最适合在考虑的应用程序中的解决方案。根据所提出的设计方法,SAW双工器的结构设计被描述为多硬客观优化问题(MHOP),其中多个目标函数中的每一个被限制为小于其上限。然后,为了获得MHOP的许多非主导的可行解决方案,采用基于差分演进(DE)的新进化算法。最后,通过分析通过基于DE基算法获得的非主导可行解决方案或结构,从各种观点考虑了SAW双工器的合适结构。

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