數(shù)據(jù)驅(qū)動設(shè)計

第 1 章 緒論 ............................................................................................................................. 001?
1.1 引言 ............................................................................................................................ 001
? 1.2 數(shù)據(jù)驅(qū)動產(chǎn)品設(shè)計的基本概念 ................................................................................ 002?
1.2.1 產(chǎn)品數(shù)據(jù)的概念和特征 ................................................................................ 002?
1.2.2 數(shù)據(jù)驅(qū)動的產(chǎn)品設(shè)計過程 ............................................................................ 002
? 1.3 數(shù)據(jù)驅(qū)動產(chǎn)品設(shè)計的發(fā)展概述 ................................................................................ 003
? 1.3.1 數(shù)據(jù)驅(qū)動的需求分析偏好感知 .................................................................... 003?
1.3.2 數(shù)據(jù)驅(qū)動的概念設(shè)計 .................................................................................... 004?
1.3.3 詳細設(shè)計中的數(shù)據(jù)建模 ................................................................................ 006?
1.3.4 設(shè)計知識支持工具 ........................................................................................ 007?
1.4 本書的篇章結(jié)構(gòu) ........................................................................................................ 008?
第 2 章 產(chǎn)品設(shè)計知識獲取建模技術(shù) ..................................................................................... 010?
2.1 引言 ............................................................................................................................ 010?
2.2 產(chǎn)品設(shè)計實例知識的分解 ........................................................................................ 011?
2.3 產(chǎn)品設(shè)計實例知識的形式化描述 ............................................................................ 012?
2.3.1 產(chǎn)品設(shè)計實例的一般描述方法 .................................................................... 012?
2.3.2 物元理論及其形式化方法 ............................................................................ 014?
2.3.3 產(chǎn)品設(shè)計實例物元模型的建立 .................................................................... 017?
2.4 產(chǎn)品設(shè)計實例的封裝 ................................................................................................ 022?
2.4.1 產(chǎn)品設(shè)計事物元 ............................................................................................ 022
? 2.4.2 關(guān)聯(lián)信息的建立 ............................................................................................ 028?
第 3 章 產(chǎn)品設(shè)計知識數(shù)據(jù)挖掘技術(shù) ..................................................................................... 030?
3.1 引言 ............................................................................................................................ 030?
3.2 數(shù)據(jù)挖掘與產(chǎn)品知識信息 ........................................................................................ 031?
3.2.1 數(shù)據(jù)挖掘的基本概念與主要技術(shù) ................................................................ 031?
3.2.2 可挖掘的產(chǎn)品知識信息 ................................................................................ 033?
3.3 基于粗糙集理論的產(chǎn)品設(shè)計規(guī)則知識挖掘 ............................................................ 034?
3.3.1 粗糙集理論與數(shù)據(jù)挖掘 ................................................................................ 034?
3.3.2 產(chǎn)品設(shè)計規(guī)則知識的挖掘過程 .................................................................... 039?
3.4 產(chǎn)品設(shè)計規(guī)則知識綜合 ............................................................................................ 043?
第 4 章 產(chǎn)品設(shè)計知識可拓派生技術(shù) ..................................................................................... 044?
4.1 引言 ............................................................................................................................ 044?
4.2 產(chǎn)品構(gòu)造模型知識的可拓集合 ................................................................................ 044?
4.2.1 產(chǎn)品構(gòu)造模型的共軛特性 ............................................................................ 045?
4.2.2 基于共軛視圖的產(chǎn)品基本構(gòu)造模型描述 .................................................... 046?
4.2.3 產(chǎn)品構(gòu)造模型的知識拓展 ............................................................................ 048?
4.3 產(chǎn)品設(shè)計過程知識的可拓變換 ................................................................................ 057?
4.3.1 產(chǎn)品設(shè)計過程知識蘊含系統(tǒng)的建立 ............................................................ 057?
4.3.2 基于蘊含系統(tǒng)的變換派生 ............................................................................ 062?
4.4 產(chǎn)品設(shè)計過程知識的遞歸 ........................................................................................ 064?
第 5 章 產(chǎn)品期望性能數(shù)據(jù)感知解析辨識技術(shù) ....................................................................... 066?
5.1 引言 ............................................................................................................................ 066?
5.2 產(chǎn)品期望性能閉環(huán)感知模型構(gòu)建 ............................................................................ 067?
5.3 不確定條件下的期望性能遞推解析度量 ................................................................ 070?
5.3.1 不確定性能語義分析與量化表達 ................................................................ 070?
5.3.2 期望性能正向重要度解析與度量 ................................................................ 072?
5.4 狀態(tài)感知反饋的期望性能綜合辨識計算 ................................................................ 074?
5.4.1 期望性能服役狀態(tài)感知反饋分析 ................................................................ 074?
5.4.2 基于性能損失的反向重要度確定 ................................................................ 075?
5.4.3 考慮互補關(guān)系的期望性能融合辨識 ............................................................ 077?
第 6 章 產(chǎn)品結(jié)構(gòu)性能約束傳遞模糊適配技術(shù) ....................................................................... 079?
6.1 引言 ............................................................................................................................ 079?
6.2 結(jié)構(gòu)性能的約束空間分析 ........................................................................................ 080?
6.2.1 性能約束的分類與表征 ................................................................................ 080?
6.2.2 基于粗糙集的約束空間約簡 ........................................................................ 081?
6.3 約束傳遞下關(guān)聯(lián)相似度確定及設(shè)計空間縮減 ........................................................ 084?
6.3.1 功能—結(jié)構(gòu)模糊相似度分析及度量 ............................................................ 084?
6.3.2 性能約束傳遞下設(shè)計空間過濾縮減 ............................................................ 086?
6.4 基于離散差分進化算法的性能適配模型求解 ........................................................ 087?
6.4.1 結(jié)構(gòu)性能適配的數(shù)學模型構(gòu)建 .................................................................... 088?
6.4.2 基于約束水平關(guān)系的離散差分進化算法 .................................................... 089
? 6.4.3 約束滿足偏差最小的方案排序篩選 ............................................................ 092?
第 7 章 產(chǎn)品預測性能魯棒學習可信評估技術(shù) ....................................................................... 094?
7.1 引言 ............................................................................................................................ 094?
7.2 產(chǎn)品多元設(shè)計變量降維 ............................................................................................ 096?
7.2.1 互信息估計的多元設(shè)計變量篩選 .........................................................