@techreport{oai:kindai.repo.nii.ac.jp:00002953,
 author = {田川,  聖治},
 month = {Jan},
 note = {研究成果の概要（和文): 近年, 移動体通信機器の高周波回路に多用されている表面弾性波（SAW）デバイスには, 更なる小型化が求められている. また, 多目的設計探査（MODE）とは, 進化型多目的最適化（EMO）によって得られた非劣解集合から有用な情報を抽出する設計支援手法である. 本研究では, 新たに精度保証付きMODEを提案し, 小型化に付随する様々な不確実性を考慮したSAWデバイスの構造設計に適用した. 本研究の成果は以下の通り要約できる. (1)SAWデバイスのシミュレータ, (2）多数目的最適化問題にも有効なEMOアルゴリズム, (3）予測区間に基づく不確実性の精度保証付き評価手法の開発. (4）SAWデバイスの小型化に有用な知見の獲得.           研究成果の概要（英文）:  Recently, Surface Acoustic Wave (SAW) devices, which have been widely used in Radio Frequency (RF) circuits of mobile communication equipments, are required to be further miniaturized. On the other hand, Multi-Objective Design Exploration (MODE) is a design support approach that efficiently extracts the useful information from a number of non-dominated solutions obtained through Evolutionary Multi-criterion Optimization (EMO). In this study, a new design support approach called precision ensuring MODE is proposed and applied to the structural design of SAW devices in which various uncertainties incidental to miniaturization are considered. The results of this study are summarized as follows: Developments of (1) Simulators of several SAW devices, (2) A new EMO algorithm applicable to many-objective optimization problems, and (3) A precision ensuring evaluation technique of uncertainty based on prediction interval. 4) Acquirement of knowledge that is useful to miniaturize SAW devices., 研究種目：基盤研究(C);  研究期間：2012～2014;   課題番号：24560503;   研究分野：数理情報工学;   科研費の分科・細目:, application/pdf},
 title = {表面弾性波デバイスの小型・薄型化に向けた精度保証付き多目的設計探査の開発},
 year = {2014},
 yomi = {タガワ, キヨハル}
}