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內容簡介: |
本书以推进装备体系数字化转型为出发点,是装备体系仿真领域的前沿之作,旨在为装备体系仿真、智能行为建模、模数驱动工程等领域的教学和科研提供有益参考。全书共分为 7 章,包括智能装备体系仿真概述、本体元建模技术、领域特定建模技术、模数驱动的智能行为建模技术、动态数据融合的数据同化技术、形式化模型转换技术及综合仿真应用案例等内容。本书深入探讨了智能装备体系仿真建模的关键技术,并提供了实际应用案例,充分展示了当前装备体系仿真领域先进的数字决策与数据智能的综合运用。
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關於作者: |
朱智,男,1989年11月生,国防科技大学系统工程学院战略管理工程系讲师,博士,破格硕士生导师,美国亚利桑那州立大学一体化建模仿真中心联合培养博士生。主持国家自然科学基金青年项目1项、装备预研项目1项、CEMEE国家重点实验室基金1项,作为项目技术骨干参与军委重大项目1项,以及其他各类装备预研、军内科研、外协项目多项。在《SIMULATION》、《系统工程理论与实践》等国内外权威期刊或会议上以第一作者或通讯作者发表学术论文30余篇,其中10余篇进入SCI检索。申请授权专利3项,软件著作权1项。研究方向包括装备体系仿真、智能行为建模、深度强化学习等。主讲本科生课程《离散事件系统仿真》、学术研究生课程《仿真模型设计与执行》、《智能系统建模仿真技术》。
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目錄:
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第 1 章 智能装备体系仿真概述····················································.1 1.1 基本概念 ·····································································.1 1.1.1 装备体系仿真·······················································.1 1.1.2 仿真建模方法·······················································.2 1.1.3 仿真模型语义可组合··············································.3 1.2 工程化仿真建模技术·······················································.5 1.2.1 模型驱动工程·······················································.5 1.2.2 领域特定建模·······················································.6 1.2.3 典型技术标准·······················································.8 1.3 通用化建模仿真平台·······················································10 1.3.1 DEVS 仿真平台 ····················································10 1.3.2 Agent 仿真平台 ····················································12 1.3.3 大型军用仿真平台·················································15 1.4 智能化仿真建模发展趋势·················································18 1.4.1 模型驱动的仿真建模··············································18 1.4.2 数据驱动的数据建模··············································20 1.4.3 模数驱动的混合建模··············································21 1.5 小结 ···········································································22 参考文献 ···········································································24 第 2 章 本体元建模技术·····························································31 2.1 本体元建模 ··································································31 2.1.1 模型与本体 ·························································31 2.1.2 元模型 ·······························································34 2.1.3 本体元模型 ·························································38 2.2 本体元建模语义可组合····················································40 2.2.1 语义可组合机制····················································41 2.2.2 OWL 及其 UML 扩展 ·············································42 2.3 本体建模环境································································46 2.3.1 Protégé ·······························································46 2.3.2 OnUMLTool ·························································47 2.4 本体元建模在 MDE 中的应用············································48 2.5 小结 ···········································································51 参考文献 ···········································································51 第 3 章 领域特定建模技术··························································53 3.1 领域特定语言································································53 3.1.1 DSL 组成结构 ······················································54 3.1.2 DSL 定义过程 ······················································55 3.2 基于 UML Profile 的轻度级扩展 ·········································56 3.2.1 UML Profile 扩展框架 ············································56 3.2.2 UML Profile 轻度级扩展过程····································57 3.2.3 反潜战术 UML Profile 设计······································65 3.3 基于 EMF 的元模型重定制 ···············································75 3.3.1 Ecore 内核···························································75 3.3.2 防御体系火控通道控制系统·····································76 3.4 领域特定元建模技术·······················································83 3.4.1 多层次领域特定元建模框架·····································83 3.4.2 领域特定的 SEvent 元建模·······································88 3.4.3 SEvent 语言的具体语法设计 ····································92 3.5 小结 ········································································.104 参考文献 ········································································.104 第 4 章 模数驱动的智能行为建模技术 ········································.107 4.1 模数驱动架构·····························································.107 4.2 遗传模糊树 ·······························································.108 4.2.1 演化历程 ·························································.109 4.2.2 建模框架 ·························································.110 4.2.3 火控系统模型····················································.112 4.3 功能决策树 ·······························································.114 4.3.1 设计理念 ·························································.114 4.3.2 4
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