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The vehicle scheduling problem is the very core of the content in the logistics scopes, it is a typical NP-hard problem, involving in many research subjects such as operations research, applied mathematics, combinatorial optimization, network analysis, computer software, computer applications, logistics science, transportation management, etc.

车辆优化调度问题(Vehicle Scheduling Problem,简称VSP)是物流配送中的最为核心的内容,它是一个典型的NP难题,涉及到运筹学、应用数学,组合优化、图论与网络分析、计算机软件、计算机应用、物流科学、运输管理等众多学科领域。

In the Linear Regression Transform Enabled Curvilinear Regression Based Adaptive Process Scheduling approach, the system resources are allocated through the closed loop by the feedback controllers according to the system scheduling errors.

在基于可化为线性回归的曲线回归的自适应进程调度(Linear Regression Transform Enabled Curvilinear Regression Based Adaptive Process Scheduling-LiCAPS)方法中,系统资源由反馈控制器根据系统的调度误差进行闭环分配。

This paper presents a foresighted latency modulo scheduling algorithm which determines the latency of load instructions according to the feature of the loop.

提出了一种延迟可预测的模调度算法(foresighted latencymodulo scheduling,简称FLMS),它根据循环的特点来确定load指令延迟。

To provide effective and efficient solutions to the scheduling problems in discrete job shop with multiple cells each having flexible process routings, this dissertation presents a Holon-based autonomic and coordinated intelligent scheduling technique, which is integrated with reinforcement-learning-based contract net protocol and modified filtered-beam-search algorithms, based on the recent researches in Agent or Holon-based decentrated production scheduling. The proposed intelligent scheduling technique is studied based on the key techniques of Agent or Holon-based autonomic and coordinated scheduling, i.e., encapsulation of entities, the control architectures, coordinated mechanism and core autonomic algorithms.

本论文在充分吸收近十余年间基于Agent或Holon的非集中式生产调度最新研究成果基础上,以具有生产加工柔性的、多单元、离散作业型制造车间为研究对象,围绕基于Holon的协商与自治调度关键技术(实体封装、控制体系结构、协商机制和核心算法)展开研究,提出了基于Holon概念模型的、集成强化学习机制的合同网协议和改进过滤定向搜索算法的自治与协商智能调度技术,以提供实用有效的求解方法、改善柔性制造车间适应内部动态环境和外部市场快速变化的能力。

This paper proposes a novel processing resources scheduling algorithm oriented advanced Network Processors,called Duplication-base Partial Dynamic Scheduling.It aims to improve the NP performance by combining the strategies of partial dynamic mapping and task duplication.

提出一种新颖的面向高级网络处理器的处理资源调度算法,称为基于复制的部分动态调度算法(Duplication-base Partial Dynamic Scheduling,DPDS),结合部分动态映射及任务复制策略,以改善NP的性能。

There are two primary stages in MULS: on-line scheduling and optimization procedure.

这个系统架构里,包含两个元件:「线上排程演算法」(On-Line Scheduling Algorithm)以及「最佳化程序」。

APS system utilizes advance information technology and scheduling technique in order to provide inventory monitoring and production scheduling under limited resource. APS system also provides what-if analysis. Planners are able to combine production conditions and relative information in order to making the best decision to satisfy demand and against competitive market.

先进规划与排程(Advanced Planning and Scheduling; APS)系统是用先进的资讯科技及规划技术,在考企业资源限制下提供可的物需求规划与生产排程计画,提供what-if的分析,可以让规划者快速结合生产限制条件与相关资讯(如订单、途程、存货、BOM与产能限制等),以作出平衡企业与顾客权的最佳规划与决策,满足顾客需求及面对竞争激的市场。

Some methods aiming at the two problems have been researched. First, the optimal number of ATE site can be calculated based on a cost model of DAT-ATE. Second, the problem of test schedule which is equitant with two-dimensional Bin-Packing problem is presented. Then a TCG denotation satisfied with T-admissible rule is more convenient for combinational optimization. With Simulated annealing algorithm, better test scheduling results can be achieved; but there is no great optimization space because the efficiency of scheduling is greater than 90%. Third, A novel test compression method——Multi-capture testing is proposed to compress the stimuli. And the ATPG results show that MC achieves high compression ratio which is greater than 90% in some large-scale circuits. MISR, widely used in LBIST, is employed to compress the responses. The aliasing analysis demonstrates that the fault coverage reduction is little due to the existence of aliasing. Fourth, an improved TIC (called S-TIC) aiming at structured test is proposed based on ARM's TIC. A MC scheduling algorithm is proposed to compute the SoC test time and combine MC vectors to SoC test vectors. The scheduling results shows that test time is greatly reduced when using the proper scheduling priority.

首先,给出了低成本ATE的成本模型,根据此模型得到最低测试成本时系统级测试调度的基本参数——测试Site数;其次,本文将DAT-Scan方式的SoC测试调度等价为两维BP问题,为有效地求解该问题,将该BP问题表示为TCG图并通过模拟退火算法解决其求解过于复杂的问题,调度的结果表明该方法在测试时间上有一定改善,并指出DAT-Scan测试调度效率已经大于90%,进一步优化的空间较小;第三,本文尝试通过测试压缩来解决激励所需的测试带宽,提出了Multi-capture结构并解决了MC测试过程中的&矢量&退化问题,MC测试的ATPG结果表明其测试压缩率很高(大电路接近90%);第四,在激励获得很高压缩比的情况下,测试响应也需压缩,本文采用LBIST中常用的MISR作为MC测试的响应压缩电路,理论分析和实验结果都证明了MC测试的别名对故障覆盖率影响较小(小于2%),并对两类别名的成因做了具体分析;第五,在MC测试及其响应压缩的基础上,本文改进了ARM公司的测试控制器TIC使之适合于MC测试,为了解决MC测试矢量合成问题,本文抽取了MC测试模型,通过固定优先级的MC测试调度模拟将MC矢量合成为ATE矢量,并模拟出了总的MC测试时间。

This framework is based on SystemC language, which supports the co-scheduling of heteromerous systems and the simulation of multi-scheduling strategies. Under this framework, the system's function and timing constraints can be verified and the selection of system architectures and scheduling strategies can be evaluated.

提出了基于SystemC平台的调度仿真框架FSSF(Flexible Scheduling SimulationFramework),使其具备支持异构系统的协同调度、多调度策略的仿真和扩展特性,从而能有效验证系统的功能和约束条件,并为系统性能的评估提供了保障。

This dissertation fistly introduces appearance, definition, development process, functions and status of MES, also analyses methods and existent problems of MES production scheduling; as follow, in the background of CY_MES (a enterprise's Manufacturing Execution System), introduces main function and buildup of its support platform– SIMATIC IT, and whole structure of CY_MES; afterwards, for special production instance of the enterprise, designs production scheduling system software structure, function structure, data structure of order and entry and realization of silk production and packing production scheduling based on SIMATIC IT; finally, after contrast of many modeling methods and careful research of silk production flow of the enterprise, selects Petri net to model the silk production scheduling, for the sake of avoiding many error chromosomes, improves on the basic genetic algorithm, uses sigle unit genetic algorithm to optimize the Petri net model, lists the contrast of scheduling results.

本文首先介绍了MES的产生、定义、发展历程、功能及其发展现状,同时也分析了MES生产调度问题的各种解决方法及其存在的问题;接着以CY_MES为背景介绍了其支撑平台——SIMATIC IT平台的功能及其各组成部分,以及CY_MES的SIMATIC IT整体解决方案;紧接着在SIMATIC IT平台基础上,针对该烟厂的生产实际情况,设计了CY_MES生产调度系统的软件结构、功能结构、工单和子工单的数据结构和制丝与卷包生产调度的实现方式;最后,在比较了各种生产调度建模方法的利弊和对该烟厂制丝生产工艺流程深入研究后,利用Petri网建立了制丝生产调度模型,为了避免大量无效个体的出现,对基本遗传算法进行了改进,采用单个体遗传算法对这个Petri网模型进行了优化,并给出了调度结果的对比。

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