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生產系統建模與仿真(雙語版)（簡體書）
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“生產系統建模與仿真”是工業工程專業的一門主幹課程，既涉及較深的數學理論知識，又涉及在生產運作領域的應用方法。在武漢理工大學“十三五”規劃教材項目支持下，整理該課程十餘年的教學積累，筆者撰寫了這一本雙語版教材。全書可分為三大部分：第1章至第4章為生產系統建模基礎理論，介紹了複雜系統的主要特徵、系統建模基礎、生產系統優化模型、生產系統中的概率問題；第5章至第8章為，介紹了典型的傳統優化方法與先進仿生算法的原理及其在生產系統求解中的應用方法；第9章介紹了生產系統建模與仿真課程設計的內容，是對前兩部分所學理論與方法的一次綜合實踐。
本書可以作為工業工程專業本科生和研究生教學用書，也可以作為管理學科相關專業的教材，並為企業生產管理人員提供參考。
本書可以作為工業工程專業本科生和研究生教學用書，也可以作為管理學科相關專業的教材，並為企業生產管理人員提供參考。
作者簡介
羅亞波，1973年出生，博士、教授、博士生導師，武漢理工大學工業工程專業責任教授。2002―2004年在清華大學控制科學與工程專業從事博士後研究工作；2005年獲得湖北省傑出青年科學基金。在仿生算法及其應用、複雜系統優化與仿真領域開展研究工作，相關成果曾獲湖北省科技進步獎一等獎、湖北省自然科學優秀學術論文獎特等獎、中國機械工業科學技術獎二等獎等。已出版專著和教材共3部，發表學術論文70餘篇，獲軟件著作權9項。
名人/編輯推薦
雙語版
本書由武漢理工大學工業工程專業責任教授羅亞波整理該課程十餘年的教學積累，撰寫而成。全書為雙語版，滿足多種教學環境需求。全書可分為三大部分：生產系統建模基礎理論、生產系統求解方法、生產系統建模與仿真課程設計的內容。
本書可以作為工業工程專業本科生和研究生教學用書，也可以作為管理學科相關專業的教材，並為企業生產管理人員提供參考。
本書由武漢理工大學工業工程專業責任教授羅亞波整理該課程十餘年的教學積累，撰寫而成。全書為雙語版，滿足多種教學環境需求。全書可分為三大部分：生產系統建模基礎理論、生產系統求解方法、生產系統建模與仿真課程設計的內容。
本書可以作為工業工程專業本科生和研究生教學用書，也可以作為管理學科相關專業的教材，並為企業生產管理人員提供參考。
本書由武漢理工大學工業工程專業責任教授羅亞波整理該課程十餘年的教學積累，撰寫而成。全書為雙語版，滿足多種教學環境需求。全書可分為三大部分：生產系統建模基礎理論、生產系統求解方法、生產系統建模與仿真課程設計的內容。
本書可以作為工業工程專業本科生和研究生教學用書，也可以作為管理學科相關專業的教材，並為企業生產管理人員提供參考。
本書由武漢理工大學工業工程專業責任教授羅亞波整理該課程十餘年的教學積累，撰寫而成。全書為雙語版，滿足多種教學環境需求。全書可分為三大部分：生產系統建模基礎理論、生產系統求解方法、生產系統建模與仿真課程設計的內容。
本書可以作為工業工程專業本科生和研究生教學用書，也可以作為管理學科相關專業的教材，並為企業生產管理人員提供參考。
目次
第1章緒論(1)
1.1生產系統的特徵(1)
1.2生產系統的分類(1)
1.3生產系統的演化歷史(2)
1.4生產系統建模與仿真的必要性與目標(3)
第2章系統建模基礎(5)
2.1系統的概念(5)
2.2系統建模的一般方法(6)
2.3NPC問題與NPHard問題(8)
2.4三類系統建模問題實例解析(12)
第3章生產系統優化模型(16)
3.1生產系統建模概論(16)
3.2單機調度模型(17)
3.3並行機調度模型(18)
3.4獨立作業系統調度模型(19)
3.5作業車間調度問題(22)
第4章生產系統中的概率問題(26)
4.1概率分析方法的應用概論(26)
4.2概率論的幾個基本概念(27)
4.3中心極限定理(31)
4.4隊列特徵分析(33)
4.5小結(37)
第5章基於複合形法的生產系統求解方法(38)
5.1複合形法的基本思想和一般步驟(38)
5.2複合形法求解實例(41)
5.3複合形法在作業車間調度優化中的應用(45)
第6章遺傳算法及其在生產調度中的應用(51)
6.1遺傳算法的形成和發展(51)
6.2遺傳算法基礎(52)
6.3遺傳算法應用實例――車間設備佈局優化(55)
6.4遺傳算法應用實例――裝箱問題(59)
6.5遺傳算法求解作業車間調度問題(60)
6.6小結(62)
第7章蟻群算法及其在生產系統優化中的應用(63)
7.1蟻群算法概述(63)
7.2蟻群算法的基本原理(64)
7.3蟻群算法求解實例(70)
7.4小結(74)
第8章生產線平衡理論與方法(75)
8.1生產流水線(75)
8.2混流生產線(85)
第9章生產系統建模與仿真課程設計(91)
9.1課程設計任務描述(91)
9.2小規模作業車間調度問題求解示例(91)
9.3中等規模作業車間調度問題求解示例(95)
9.4小結(102)
參 考 文 獻(103)
Chapter 1Introduction(108)
1.1Characteristics of the Production System(108)
1.2Classification of the Production System(109)
1.3Evolution History of the Production System(110)
1.4Necessity and Objectives of Modeling and Simulation of Production System
(112)
Chapter 2The Basis of System Modeling(114)
2.1The Concept of “System”(114)
2.2General Method for System Modeling(116)
2.3NPC Problem and NPHard Problem(118)
2.4Instance Analysis of Three Types of System Modeling Problem(123)
Chapter 3Optimization Model of Production System(128)
3.1Introduction of Production System Modeling(128)
3.2The Model of Single Machine Scheduling(130)
3.3The Model of Parallel Machine Scheduling(131)
3.4The Model of Independent Job System Scheduling(132)
3.5Job Shop Scheduling Problem(135)
Chapter 4The Analysis of Probability in Production System(139)
4.1Introduction to the Application of Probabilistic Analysis Method(139)
4.2Some Basic Concepts of Probability Theory(140)
4.3Central Limit Theorem(145)
4.4Queuing Characteristics Analysis(149)
4.5Summary(153)
Chapter 5Production System Solution Based on Complex Method(154)
5.1Basic Idea and General Steps of Complex Method(154)
5.2Examples of the Complex Method(157)
5.3Application of Complex Method in Job Shop Scheduling Problem(162)
Chapter 6Genetic Algorithm and Its Application in Production Scheduling(169)
6.1Formation and Development of Genetic Algorithm(169)
6.2Genetic Algorithm Foundation(170)
6.3Genetic Algorithm Application Case―Workshop Equipment Layout Optimization
(174)
6.4Genetic Algorithm Application Case―Packing Problem(179)
6.5Solving Job Shop Scheduling Problems by GA(180)
6.6Summary(183)
Chapter 7Ant Colony Algorithm and Its Application in Production System Optimization
(184)
7.1An Overview of Ant Colony Algorithm(184)
7.2The Basic Principle of Ant Colony Algorithm(185)
7.3The Case of Ant Colony Algorithm(193)
7.4Summary(198)
Chapter 8The Theory and Approach of Production Line Balance(199)
8.1Production and Assembly Line(199)
8.2Mixed Production Line(212)
Chapter 9Course Design of Production System Modeling and Simulation(219)
9.1Task Description of Course Design(219)
9.2A Case of a SmallScale Job Shop Scheduling Problem(219)
9.3A Case of a MediumScale Job Shop Scheduling Problem(223)
9.4Summary(230)
Reference(231)
Chapter 1Introduction(105)
1.1Characteristics of the Production System(105)
1.2Classification of the Production System(106)
1.3Evolution History of the Production System(107)
1.4Necessity and Objectives of Modeling and Simulating Production System
(109)
Chapter 2The Basis of System Modeling(111)
2.1The Concept of “System”(111)
2.2General Method for System Modeling(113)
2.3NP Complete Problem and NPHard Problem(115)
2.4Instance Analysis of Three Types of System Modeling Problem(120)
Chapter 3Optimization Model of Production System(125)
3.1Introduction toProduction System Modeling(125)
3.2TheModel of Single Machine Scheduling(127)
3.3TheModel of Parallel Machine Scheduling(128)
3.4The Model of Independent Job System Scheduling(129)
3.5JobShop Scheduling Problem(132)
Chapter 4The Analysis of Probability in Production System(136)
4.1Introduction to the Application of Probabilistic Analysis Method(136)
4.2Some Basic Concepts of Probability Theory(137)
4.3Central limit Theorem(142)
4.4Queuing Characteristics Analysis(146)
5Summary(150)
Chapter 5Production System Solution Based on Comples Method(151)
5.1Basic Idea and General Steps of Complex Method(151)
5.2Examples of the Complex Method(154)
5.3Application of Complex Method in Job Shop Scheduling Problem(159)
Chapter 6Genetic Algorithm and Its Application in Production Scheduling(166)
6.1Formation and Development of Genetic Algorithm(166)
6.2Genetic Algorithm Foundation(167)
6.3Genetic Algorithm Application Case―Workshop Layout Optimization
(171)
6.4Genetic Algorithm Application Case―Packing Problem(176)
6.5Solving Job Shop Scheduling Problems by GA(177)
6Summary(180)
Chapter 7Ant Colony Algorithm and Its Application in Production System Optimization
(181)
7.1An Overview of Ant Colony Algorithm(181)
7.2The Basic Principle of Ant Colony Algorithm(182)
7.3The Case of Ant Colony Algorithm(190)
4Application and Summary(195)
Chapter 8The Theory and Approach of Production Line Balance(196)
8.1Introduction to Production and Assembly Line(196)
8.2Mixed Production Line(208)
Chapter 9Course Design of Production System Modeling and Simulation(216)
9.1Task Description of Course Design(216)
9.2A Case of SmallScale Job Shop Scheduling Problem(216)
9.3A Case of a MediumScale Job Shop Scheduling Problem(220)
4Summary(227)
Reference(228)
1.1生產系統的特徵(1)
1.2生產系統的分類(1)
1.3生產系統的演化歷史(2)
1.4生產系統建模與仿真的必要性與目標(3)
第2章系統建模基礎(5)
2.1系統的概念(5)
2.2系統建模的一般方法(6)
2.3NPC問題與NPHard問題(8)
2.4三類系統建模問題實例解析(12)
第3章生產系統優化模型(16)
3.1生產系統建模概論(16)
3.2單機調度模型(17)
3.3並行機調度模型(18)
3.4獨立作業系統調度模型(19)
3.5作業車間調度問題(22)
第4章生產系統中的概率問題(26)
4.1概率分析方法的應用概論(26)
4.2概率論的幾個基本概念(27)
4.3中心極限定理(31)
4.4隊列特徵分析(33)
4.5小結(37)
第5章基於複合形法的生產系統求解方法(38)
5.1複合形法的基本思想和一般步驟(38)
5.2複合形法求解實例(41)
5.3複合形法在作業車間調度優化中的應用(45)
第6章遺傳算法及其在生產調度中的應用(51)
6.1遺傳算法的形成和發展(51)
6.2遺傳算法基礎(52)
6.3遺傳算法應用實例――車間設備佈局優化(55)
6.4遺傳算法應用實例――裝箱問題(59)
6.5遺傳算法求解作業車間調度問題(60)
6.6小結(62)
第7章蟻群算法及其在生產系統優化中的應用(63)
7.1蟻群算法概述(63)
7.2蟻群算法的基本原理(64)
7.3蟻群算法求解實例(70)
7.4小結(74)
第8章生產線平衡理論與方法(75)
8.1生產流水線(75)
8.2混流生產線(85)
第9章生產系統建模與仿真課程設計(91)
9.1課程設計任務描述(91)
9.2小規模作業車間調度問題求解示例(91)
9.3中等規模作業車間調度問題求解示例(95)
9.4小結(102)
參 考 文 獻(103)
Chapter 1Introduction(108)
1.1Characteristics of the Production System(108)
1.2Classification of the Production System(109)
1.3Evolution History of the Production System(110)
1.4Necessity and Objectives of Modeling and Simulation of Production System
(112)
Chapter 2The Basis of System Modeling(114)
2.1The Concept of “System”(114)
2.2General Method for System Modeling(116)
2.3NPC Problem and NPHard Problem(118)
2.4Instance Analysis of Three Types of System Modeling Problem(123)
Chapter 3Optimization Model of Production System(128)
3.1Introduction of Production System Modeling(128)
3.2The Model of Single Machine Scheduling(130)
3.3The Model of Parallel Machine Scheduling(131)
3.4The Model of Independent Job System Scheduling(132)
3.5Job Shop Scheduling Problem(135)
Chapter 4The Analysis of Probability in Production System(139)
4.1Introduction to the Application of Probabilistic Analysis Method(139)
4.2Some Basic Concepts of Probability Theory(140)
4.3Central Limit Theorem(145)
4.4Queuing Characteristics Analysis(149)
4.5Summary(153)
Chapter 5Production System Solution Based on Complex Method(154)
5.1Basic Idea and General Steps of Complex Method(154)
5.2Examples of the Complex Method(157)
5.3Application of Complex Method in Job Shop Scheduling Problem(162)
Chapter 6Genetic Algorithm and Its Application in Production Scheduling(169)
6.1Formation and Development of Genetic Algorithm(169)
6.2Genetic Algorithm Foundation(170)
6.3Genetic Algorithm Application Case―Workshop Equipment Layout Optimization
(174)
6.4Genetic Algorithm Application Case―Packing Problem(179)
6.5Solving Job Shop Scheduling Problems by GA(180)
6.6Summary(183)
Chapter 7Ant Colony Algorithm and Its Application in Production System Optimization
(184)
7.1An Overview of Ant Colony Algorithm(184)
7.2The Basic Principle of Ant Colony Algorithm(185)
7.3The Case of Ant Colony Algorithm(193)
7.4Summary(198)
Chapter 8The Theory and Approach of Production Line Balance(199)
8.1Production and Assembly Line(199)
8.2Mixed Production Line(212)
Chapter 9Course Design of Production System Modeling and Simulation(219)
9.1Task Description of Course Design(219)
9.2A Case of a SmallScale Job Shop Scheduling Problem(219)
9.3A Case of a MediumScale Job Shop Scheduling Problem(223)
9.4Summary(230)
Reference(231)
Chapter 1Introduction(105)
1.1Characteristics of the Production System(105)
1.2Classification of the Production System(106)
1.3Evolution History of the Production System(107)
1.4Necessity and Objectives of Modeling and Simulating Production System
(109)
Chapter 2The Basis of System Modeling(111)
2.1The Concept of “System”(111)
2.2General Method for System Modeling(113)
2.3NP Complete Problem and NPHard Problem(115)
2.4Instance Analysis of Three Types of System Modeling Problem(120)
Chapter 3Optimization Model of Production System(125)
3.1Introduction toProduction System Modeling(125)
3.2TheModel of Single Machine Scheduling(127)
3.3TheModel of Parallel Machine Scheduling(128)
3.4The Model of Independent Job System Scheduling(129)
3.5JobShop Scheduling Problem(132)
Chapter 4The Analysis of Probability in Production System(136)
4.1Introduction to the Application of Probabilistic Analysis Method(136)
4.2Some Basic Concepts of Probability Theory(137)
4.3Central limit Theorem(142)
4.4Queuing Characteristics Analysis(146)
5Summary(150)
Chapter 5Production System Solution Based on Comples Method(151)
5.1Basic Idea and General Steps of Complex Method(151)
5.2Examples of the Complex Method(154)
5.3Application of Complex Method in Job Shop Scheduling Problem(159)
Chapter 6Genetic Algorithm and Its Application in Production Scheduling(166)
6.1Formation and Development of Genetic Algorithm(166)
6.2Genetic Algorithm Foundation(167)
6.3Genetic Algorithm Application Case―Workshop Layout Optimization
(171)
6.4Genetic Algorithm Application Case―Packing Problem(176)
6.5Solving Job Shop Scheduling Problems by GA(177)
6Summary(180)
Chapter 7Ant Colony Algorithm and Its Application in Production System Optimization
(181)
7.1An Overview of Ant Colony Algorithm(181)
7.2The Basic Principle of Ant Colony Algorithm(182)
7.3The Case of Ant Colony Algorithm(190)
4Application and Summary(195)
Chapter 8The Theory and Approach of Production Line Balance(196)
8.1Introduction to Production and Assembly Line(196)
8.2Mixed Production Line(208)
Chapter 9Course Design of Production System Modeling and Simulation(216)
9.1Task Description of Course Design(216)
9.2A Case of SmallScale Job Shop Scheduling Problem(216)
9.3A Case of a MediumScale Job Shop Scheduling Problem(220)
4Summary(227)
Reference(228)
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