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多处理器、多模式等调度问题的出现,标志着调度问题正呈现出更加复杂多样、更强调柔性的发展趋势.本文采用嵌套的微结构方法,对现有调度问题进行统一表述,并且能够表述一些传统方法无法表述的复杂问题.针对主从微结构,本文用总柔性度(GFD)作为调度问题柔性的衡量指标,并按照GFD的分类给出了求解调度问题的线性规划方法.定量实验不仅表明适当的柔性能有效优化调度问题的最优解,而且针对车间设备群规模合理性给出了统计结论. 相似文献
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本文研究单件车间调度优化问题,针对工件之间存在的加工顺序关系,给出了逆推算法对各工件的交货期进行预处理,将问题转化为一般单件车间调度问题,在此基础上运用合适的调度规则,构造了具有一定优度的启发式算法。 相似文献
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决策规则在仿真调度中的应用 总被引:11,自引:1,他引:10
讨论了用决策规则解决FMS车间调度问题的方法与规则库的具体实现,说明基于规则的仿真调度是产生可行调度方案的一条有效途径。分析了规则与性能指标的关系,对如何合理地选用规则给出了建议。 相似文献
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文中针对PCB装配调度问题设计了一个基于多Agent调度系统模型,给出了模型的体系结构与功能描述,系统将任务和优先权机制与基于合同网协议和KQML消息的竞标机制两者相结合,实现PCB装配的优化调度,详细介绍了多多Agent之间的KQML消息通信机制,给出一个应用实例。 相似文献
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基于MAS技术的生产调度方法的研究 总被引:1,自引:0,他引:1
生产调度是一类复杂的系统性问题。本文探讨了多代理系统(multi—agent system,MAS)技术在生产调度研究领域的应用。在介绍传统调度方法和多代理调度系统(multi—agent scheduling system,MASS)的基础上,提出了基于多代理机制的调度实现方案,给出了MASS的体系结构。文末对以后的研究做出了一些展望。 相似文献
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遗传算法在Job-Shop问题上的应用 总被引:1,自引:0,他引:1
在车间作业调度数学表达模型的基础上,应用遗传算法对车间作业调度问题进行研究,为了满足遗传算法对解的多样性的要求,提出了一个调度问题的编码方法,并定义了解锁规则且给出了解码过程,最后给出实例说明设计的有效性。 相似文献
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An enhanced timetabling procedure for the no-wait job shop problem: a complete local search approach
In this paper we consider the no-wait job shop problem with a makespan objective. This problem has usually been addressed by its decomposition into a sequencing and a timetabling problem. Here, first we focus on the timetabling problem and take advantage of the symmetry of the problem in order to suggest a new timetabling procedure. Secondly, we suggest embedding this timetabling into a recent metaheuristic named complete local search with memory. 相似文献
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In this article we identify a class of two-dimensional knapsack problems with binary weights and related three-criteria unconstrained combinatorial optimization problems that can be solved in polynomial time by greedy algorithms. Starting from the knapsack problem with two equality constraints we show that this problem can be solved efficiently by using an appropriate partitioning of the items with respect to their binary weights. Based on the results for this problem we derive an algorithm for the three-criteria unconstrained combinatorial optimization problem with two binary objectives that explores the connectedness of the set of efficient knapsacks with respect to a combinatorial definition of adjacency. Furthermore, we prove that our approach is asymptotically optimal and provide extensive computational experiments that shows that we can solve the three-criteria problem with up to one million items in less than half an hour. Finally, we derive an efficient algorithm for the two-dimensional knapsack problems with binary constraints that only takes into account the results we obtained for the unconstrained three-criteria problem with binary weights. 相似文献
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中的最关键的功能组件之一就是基于QoS的路由,从本质上看QoS路由实际就是端点到端点的带结点条件限制和边条件限制的最短路径问题,在文[1]中指出这种问题是NP完全的。本文研究对丢失敏感对延时不敏感的QoS路由模型——确保安全QoS的路由算法,并提出了一种新启发式算法;首先,我们讨论QoS一般模型,然后利用图论中的WFS算法求解QoS路由,该算法的时间复杂度为O(nlog(n)+n×d×K_0),优于化前在该问题上的求解算法。 相似文献
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《Location Science #》1997,5(1):47-58
In this paper we analyze some variants of the classical uncapacitated facility location problem with a ratio as an objective function. Using basic concepts and results of fractional programming, we identify a class of one-level fractional location problems which can be solved in polynomial time in terms of the size of the problem. We also consider the fractional two-echelon location problem, which is a special case of the general two-level fractional location problem. For this two-level fractional location problem we identify cases for which its solution involves decomposing the problem into several one-level fractional location problems. 相似文献
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In this article, we present a wood procurement problem that arises in Eastern Canada. We solve a multi-period wood supply planning problem, while taking into account bucking decisions. Furthermore, we present a new form of flexibility which allows the harvesting capacity to change from one time period to another. We study the impact of such flexibility upon the harvesting cost. We assess the performance of the problem by comparing it with a variant where the harvesting capacity is fixed during sites’ harvesting. To address this problem, we develop a hybrid approach based on both constraint and mathematical programming. In the first phase, we propose a constraint programming model dealing with forest sites harvesting and bucking problems. The result of this model is used as part of an initial solution for the whole problem formulated as a mixed integer model. We test the two versions of the problem on a set of different demand instances and we compare their results. 相似文献
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In this paper we address the problem of diagnosing the execution of Multiagent Plans with interdependent action delays. To this end, we map our problem to the Model-Based Diagnosis setting, and solve it by devising a novel modeling and reasoning method to infer preferred diagnoses based on partial observation of the start and end times of plan actions. Interestingly, we show that the kind of problem we address can be seen as an extension to the well known disjunctive temporal problem with preferences, augmented with a (qualitative) Bayesian network that models dependencies among action delays. An extensive set of tests performed with a prototype implementation on two different problem domains proves the feasibility of the proposed methodology. 相似文献
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Takao Yokota Mitsuo Gen Takeaki Taguchi Yinxiu Li 《Computers & Industrial Engineering》1995,29(1-4):531-535
In this paper, we formulate an optimal design problem of system reliability as a nonlinear integer programming problem with interval coefficients, transform it into a bicriteria 0–1 nonlinear programming problem without interval coefficients, and solve it directly using GA with holding nonlinear objective functions. Also, we demonstrate the efficiency of this method with a numerical example. 相似文献
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Su-Shing Chen 《国际智能系统杂志》2001,16(4):449-457
This paper is concerned with a localized protein-folding problem. In computational biology, the prediction of a three-dimensional protein from its amino acid sequence is a major outstanding problem. In this paper, we will first present this problem as a computational geometry problem. Then we will describe a pattern recognition method for the localized prediction problem. Since protein-folding plays a central role in understanding the structure and function of life—building molecular computers, designing drugs and biotech products—we will provide an intelligent system approach to these practical domains. © 2001 John Wiley & Sons, Inc. 相似文献
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In this paper we discuss the multi-facility location problem on networks with positive and negative weights. As the finite dominating set for the single facility problem does not carry over to the multi-facility problem, we derive a new finite dominating set. To solve the problem, we present a straight-forward algorithm. Moreover, for the problem with just two new facilities, we show how to obtain a more efficient solution procedure by using planar arrangements. We present computational results to underline the efficiency of the improved algorithm and to test some approximations which are based on a reduced candidate set. 相似文献
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In this paper, we propose a model for the wireless local area network (WLAN) design problem with performance guarantees. This problem consists of selecting the location of the access points (APs) as well as the power and the channel of each AP. The performance guarantees we refer to are coverage and minimum bandwidth guarantees. Since this problem is -hard, we propose a tabu search algorithm to find solutions for real-size instances of the problem. Finally, numerical results are presented. The results show that good solutions can be found with the proposed algorithm in a reasonable amount of time. 相似文献