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研究生: 陳奕仲
Chen, Yi-Chung
論文名稱: 應用遺傳演算法於電腦輔助數位相機造型設計
Computer Aided Styling Design For Digital Camera Using Genetic Algorithms
指導教授: 謝孟達
Shieh, Meng-Dar
學位類別: 碩士
Master
系所名稱: 規劃與設計學院 - 工業設計學系
Department of Industrial Design
論文出版年: 2004
畢業學年度: 92
語文別: 中文
論文頁數: 101
中文關鍵詞: 自動化設計電腦輔助設計遺傳演算法
外文關鍵詞: Genetic Algorithms, Computer Aided Design, Form Design, Multidimensional Scaling Method
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  •   本研究的目的在於建立一設計流程。以數位相機為例,以多元尺度法分析各種數位相機造型的分佈與相似度。並將造型特徵轉化為基因編碼,配合遺傳演算中適者生存的特性,演化改良出適合手部握持的相機輪廓。
      在設計師進行產品發展時,常採用的是傳統手繪技術繪製草圖後再進入CAD系統。此過程往往會消耗大量的時間,尤其是進行與手部操作相關性較大的產品如數位相機、滑鼠、PDA、手機或是一般手工具等。除了考慮產品造型,更需要考慮到操作握持時的穩定性和舒適度。目前的設計軟體功能雖然強大完整,但對於操作型態方面並沒有給予使用者完整的資訊。面對消費者對於產品操作感受需求日漸增加的時代,在設計的過程中導入產品操作性的考量是有其必要性。
      本研究中運用了遺傳演算法,對於目前市面上的各種數位相機進行編碼,並在遺傳演化的過程中導入操作型態、體積變化、造型變化的評分考量,讓相機逐漸改良成適合於操作握持的型態。並將演算結果以特徵值的方式儲存,以節省資料空間。利用visual c++所建立 3D Shading 系統對於演化的過程進行立即的演算和呈現,讓操作者更容易瞭解相機造型的變化。

      In this paper, we present a computer aided design process about digital camera form design by using multidimensional scaling method and genetic algorithms. In design process, designers need to consider not only the product form but also the comfort of handling objects, such as digital camera, PDA, mouse, mobile phone, joystick, game console, etc. It is necessary to consider the comfort factor of product handling in a form design software system in the generation of consumerism.
      The relationships between the digital camera form and for image will first be quantified by using questionnaires and multidimensional scaling method. Then a CAD system is built using the genetic algorithm, based on the obtained data, for constructing 3-D model of a product by Visual C++. Then final results of the evolved digital camera can be acquired as a reference for the designer/consumer to design/select the prefer design/product.

    第一章 序論 1-1研究動機……………………………………………………………1 1-2研究目的……………………………………………………………2 1-3研究架構說明………………………………………………………2 1-4研究範圍限制………………………………………………………4 1-5論文架構說明………………………………………………………4 第二章 文獻探討 2-1感性工學……………………………………………………………5 2-2造型分類及衍生相關研究…………………………………………7 2-3造型與意象相關研究………………………………………………10 2-4遺傳演算法應用於工業設計的相關研究…………………………11 2-5數位相機的相關研究………………………………………………12 第三章 研究理論架構 3-1多元尺度分析………………………………………………………14 3-2問卷調查樣本數……………………………………………………16 3-3產品造型之建立……………………………………………………17 3-4遺傳演算法…………………………………………………………22 第四章 研究方法及步驟 4-1目標產品選定-「數位相機」 ……………………………………31 4-2人因調查……………………………………………………………31 4-3形容詞語彙篩選……………………………………………………34 4-4意象語彙資料收集方式……………………………………………35 4-5多元尺度法分析與知覺圖建立 …………………………………36 4-6多元尺度法與遺傳演算法在設計流程中的關聯性………………42 4-7型態分析及相關物件建立…………………………………………43 4-8產品造型編碼………………………………………………………48 4-9基因遺傳演算………………………………………………………50 第五章 程式發展與理論驗證 5-1程式發展工具………………………………………………………57 5-2程式執行畫面………………………………………………………58 5-3手部模型取得方式…………………………………………………59 5-4讀取相機控制點資料檔案…………………………………………62 5-5執行遺傳演算法……………………………………………………64 5-6由套裝軟體彩現遺傳演算之結果…………………………………68 5-7其他實驗範例………………………………………………………70 第六章 結果與討論……………………………………………………72 6-1多元尺度法應用探討………………………………………………72 6-2型態分析法應用探討………………………………………………73 6-3遺傳演算法應用探討………………………………………………73 6-4實驗成果探討………………………………………………………74 6-4程式執行結果探討…………………………………………………76 第七章 結論與建議……………………………………………………78 7-1研究貢獻與成果……………………………………………………78 7-2後續研究與建議……………………………………………………78 參考文獻 ………………………………………………………………80

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