第 1 章 智能裝備體系仿真概述····················································.1
1.1 基本概念 ·····································································.1
1.1.1 裝備體系仿真·······················································.1
1.1.2 仿真建模方法·······················································.2
1.1.3 仿真模型語義可組合··············································.3
1.2 工程化仿真建模技術(shù)·······················································.5
1.2.1 模型驅(qū)動工程·······················································.5
1.2.2 領(lǐng)域特定建�！ぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁ�.6
1.2.3 典型技術(shù)標準·······················································.8
1.3 通用化建模仿真平臺·······················································10
1.3.1 DEVS 仿真平臺 ····················································10
1.3.2 Agent 仿真平臺 ····················································12
1.3.3 大型軍用仿真平臺·················································15
1.4 智能化仿真建模發(fā)展趨勢·················································18
1.4.1 模型驅(qū)動的仿真建�！ぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁ�18
1.4.2 數(shù)據(jù)驅(qū)動的數(shù)據(jù)建模··············································20
1.4.3 模數(shù)驅(qū)動的混合建�！ぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁ�21
1.5 小結(jié) ···········································································22
參考文獻 ···········································································24
第 2 章 本體元建模技術(shù)·····························································31
2.1 本體元建模 ··································································31
2.1.1 模型與本體 ·························································31
2.1.2 元模型 ·······························································34
2.1.3 本體元模型 ·························································38
2.2 本體元建模語義可組合····················································40
2.2.1 語義可組合機制····················································41
2.2.2 OWL 及其 UML 擴展 ·············································42
2.3 本體建模環(huán)境································································46
2.3.1 Protégé ·······························································46
2.3.2 OnUMLTool ·························································47
2.4 本體元建模在 MDE 中的應(yīng)用············································48
2.5 小結(jié) ···········································································51
參考文獻 ···········································································51
第 3 章 領(lǐng)域特定建模技術(shù)··························································53
3.1 領(lǐng)域特定語言································································53
3.1.1 DSL 組成結(jié)構(gòu) ······················································54
3.1.2 DSL 定義過程 ······················································55
3.2 基于 UML Profile 的輕度級擴展 ·········································56
3.2.1 UML Profile 擴展框架 ············································56
3.2.2 UML Profile 輕度級擴展過程····································57
3.2.3 反潛戰(zhàn)術(shù) UML Profile 設(shè)計······································65
3.3 基于 EMF 的元模型重定制 ···············································75
3.3.1 Ecore 內(nèi)核···························································75
3.3.2 防御體系火控通道控制系統(tǒng)·····································76
3.4 領(lǐng)域特定元建模技術(shù)·······················································83
3.4.1 多層次領(lǐng)域特定元建模框架·····································83
3.4.2 領(lǐng)域特定的 SEvent 元建�！ぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁ�88
3.4.3 SEvent 語言的具體語法設(shè)計 ····································92
3.5 小結(jié) ········································································.104
參考文獻 ········································································.104
第 4 章 模數(shù)驅(qū)動的智能行為建模技術(shù) ········································.107
4.1 模數(shù)驅(qū)動架構(gòu)·····························································.107
4.2 遺傳模糊樹 ·······························································.108
4.2.1 演化歷程 ·························································.109
4.2.2 建模框架 ·························································.110
4.2.3 火控系統(tǒng)模型····················································.112
4.3 功能決策樹 ·······························································.114
4.3.1 設(shè)計理念 ·························································.114
4.3.2 元模型設(shè)計 ······················································.115
4.3.3 空戰(zhàn)決策行為模型··············································.118
4.4 數(shù)智 Agent ································································.122
4.4.1 DNN 結(jié)構(gòu) ························································.122
4.4.2 DDPG ·····························································.125
4.4.3 獎勵設(shè)計 ·························································.126
4.5 小結(jié) ········································································.126
參考文獻 ········································································.127
第 5 章 動態(tài)數(shù)據(jù)融合的數(shù)據(jù)同化技術(shù) ········································.129
5.1 數(shù)據(jù)同化 ··································································.129
5.2 離散事件系統(tǒng)仿真·······················································.130
5.2.1 無人機維修服務(wù)系統(tǒng)···········································.131
5.2.2 事件調(diào)度仿真策略··············································.132
5.2.3 仿真模型運行分析··············································.133
5.3 離散事件仿真數(shù)據(jù)同化·················································.135
5.3.1 粒子濾波 ·························································.135
5.3.2 數(shù)據(jù)同化框架····················································.137
5.3.3 數(shù)據(jù)同化過程····················································.140
5.4 仿真實現(xiàn)與實驗分析····················································.141
5.4.1 同化參數(shù)設(shè)置····················································.141
5.4.2 仿真實驗設(shè)計····················································.143
5.4.3 實驗結(jié)果分析····················································.143
5.5 小結(jié) ········································································.144
參考文獻 ········································································.145
第 6 章 形式化模型轉(zhuǎn)換技術(shù)····················································.148
6.1 模型轉(zhuǎn)換 ··································································.148
6.1.1 模型轉(zhuǎn)換的概念·················································.148
6.1.2 模型轉(zhuǎn)換的評價標準···········································.150
6.1.3 仿真模型開發(fā)過程··············································.151
6.2 形式化模型轉(zhuǎn)換理論體系··············································.153
6.2.1 建模與元建�！ぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁぁ�.153
6.2.2 模型轉(zhuǎn)換定義····················································.155
6.2.3 模型驅(qū)動開發(fā)過程定義········································.159
6.3 基于 MDA 的形式化模型轉(zhuǎn)換過程···································.164
6.3.1 GFCCS 實現(xiàn)過程定義 ·········································.164
6.3.2 相關(guān)實現(xiàn)技術(shù)····················································.166
6.3.3 具體轉(zhuǎn)換過程····················································.170
6.4 模型轉(zhuǎn)換評估·····························································.174
6.5 小結(jié) ········································································.176
參考文獻 ········································································.176
第 7 章 綜合仿真應(yīng)用案例·······················································.178
7.1 仿真應(yīng)用開發(fā)基礎(chǔ)·······················································.178
7.1.1 知識領(lǐng)域架構(gòu)····················································.178
7.1.2 頂層模型框架····················································.179
7.1.3 仿真應(yīng)用平臺····················································.181
7.2 網(wǎng)絡(luò)化防空反導(dǎo)··························································.182
7.2.1 體系結(jié)構(gòu) ·························································.183
7.2.2 可組合建模框架·················································.185
7.2.3 仿真實驗分析····················································.190
7.3 直升機聯(lián)合反潛··························································.193
7.3.1 典型反潛戰(zhàn)術(shù)····················································.193
7.3.2 仿真案例設(shè)計····················································.199
7.3.3 仿真二維展現(xiàn)····················································.201
7.4 智能彈道導(dǎo)彈突防·······················································.204
7.4.1 作戰(zhàn)環(huán)境描述····················································.204
7.4.2 仿真實驗設(shè)計····················································.206
7.4.3 模型訓(xùn)練與結(jié)果分析···········································.207
7.5 小結(jié) ········································································.209
參考文獻 ········································································.209