目录 章绪论(1)1.1生产系统的特征(1)1.2生产系统的分类(1)1.3生产系统的演化历史(2)1.4生产系统建模与仿真的必要性与目标(3)第2章系统建模基础(5)2.1系统的概念(5)2.2系统建模的一般方法(6)2.3NPC问题与NPHard问题(8)2.4三类系统建模问题实例解析(12)第3章生产系统优化模型(16)3.1生产系统建模概论(16)3.2单机调度模型(17)3.3并行机调度模型(18)3.4独立作业系统调度模型(19)3.5作业车间调度问题(22)第4章生产系统中的概率问题(26)4.1概率分析方法的应用概论(26)4.2概率论的几个基本概念(27)4.3中心极限定理(31)4.4队列特征分析(33)4.5小结(37)第5章基于复合形法的生产系统求解方法(38)5.1复合形法的基本思想和一般步骤(38)5.2复合形法求解实例(41)5.3复合形法在作业车间调度优化中的应用(45)第6章遗传算法及其在生产调度中的应用(51)6.1遗传算法的形成和发展(51)6.2遗传算法基础(52)6.3遗传算法应用实例——车间设备布局优化(55)6.4遗传算法应用实例——装箱问题(59)6.5遗传算法求解作业车间调度问题(60)6.6小结(62)第7章蚁群算法及其在生产系统优化中的应用(63)7.1蚁群算法概述(63)7.2蚁群算法的基本原理(64)7.3蚁群算法求解实例(70)7.4小结(74)第8章生产线平衡理论与方法(75)8.1生产流水线(75)8.2混流生产线(85)第9章生产系统建模与仿真课程设计(91)9.1课程设计任务描述(91)9.2小规模作业车间调度问题求解示例(91)9.3中等规模作业车间调度问题求解示例(95)9.4小结(102)参 考 文 献(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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