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A learning tabu search for a truck allocation problem with linear and nonlinear cost components 下载免费PDF全文
The two‐level problem studied in this article consists of optimizing the refueling costs of a fleet of locomotives over a railway network. The goal consists of determining: (1) the number of refueling trucks contracted for each yard (truck assignment problem denoted TAP) and (2) the refueling plan of each locomotive (fuel distribution problem denoted FDP). As the FDP can be solved efficiently with existing methods, the focus is put on the TAP only. In a first version of the problem (denoted (P1)), various linear costs (e.g., fuel, fixed cost associated with each refueling, weekly operating costs of trucks) have to be minimized while satisfying a set of constraints (e.g., limited capacities of the locomotives and the trucks). In contrast with the existing literature on this problem, two types of nonlinear cost components will also be considered, based on the following ideas: (1) if several trucks from the same fuel supplier are contracted for the same yard, the supplier is likely to propose discounted prices for that yard (Problem (P2)); (2) if a train stops too often on its route, a penalty is incurred, which represents the dissatisfaction of the clients (Problem (P3)). Even if exact methods based on a mixed integer linear program formulation are available for (P1), they are not appropriate anymore to tackle (P2) and (P3). Various methods are proposed for the TAP: a descent local search, a tabu search, and a learning tabu search (LTS). The latter is a new type of local search algorithm. It involves a learning process relying on a trail system, and it can be applied to any combinatorial optimization problem. Results are reported and discussed for a large set of instances (for (P1), (P2), and (P3)), and show the good performance of LTS. © 2014 Wiley Periodicals, Inc. 62:32–45, 2015 相似文献
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梁秀波 《中国人民武装警察部队学院学报》2014,(7):49-52
公安学基础理论是公安学理论体系的基础内容和重要组成部分.近年来,公安学基础理论已经取得了学科建设的阶段性成果,但与理论深入、系统完整、具有公安学特色的基础理论体系的要求还有一定距离.“H”型架构公安学基础理论体系存在着基本概念和关系模型方面的缺陷,以及文字表述和概念内涵之间的矛盾.“主体—对象—客体”关系是新的关系模型,基于该模型构建公安学基础理论基本概念和理论体系,更符合公安学基础理论的学科定位. 相似文献
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肖浩 《中国人民武装警察部队学院学报》2014,(9):57-60
“沉默的螺旋”理论启示我们:思想政治教育要通过“增强主旋律的影响力、发挥军人群体认同的渲染作用、发挥军人群体规范的制约作用、注重典型示范”来营造强大的“教育场”,以提高教育效果。 相似文献
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Paul B Rich 《Small Wars & Insurgencies》2014,25(1):5-40
Say not the struggle naught availeth,The labour and the wounds are vain,The enemy faints not, nor faileth,And as things have been, things remain. Arthur Hugh Clough 相似文献
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针对不确定性结构可靠性分析中的输入变量分布参数具有不确定性和输入变量为区间模型的混合不确定性结构展开研究。考虑到可用信息最少的情况,将分布参数的不确定性描述为区间模型。通过等概率转换方法将随机变量与其分布参数进行分离,使问题转化为随机与区间变量混合的可靠性问题,建立了混合不确定性问题的可靠性分析模型。基于非概率可靠性理论,建立混合不确定结构分析模型的二级极限状态函数并结合Kriging代理模型建立了高效的求解方法。将所建立的混合不确定模型应用于飞行器结构的不确定性分析中,验证了所建模型的合理性和所提方法的高效性和准确性。 相似文献
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Kensaku Kikuta 《海军后勤学研究》2004,51(7):977-993
There is a finite cyclic graph. The hider chooses one of all nodes except the specified one, and he hides an (immobile) object there. At the beginning the seeker is at the specified node. After the seeker chooses an ordering of the nodes except the specified one, he examines each nodes in that order until he finds the object, traveling along edges. It costs an amount when he moves from a node to an adjacent one and also when he checks a node. While the hider wishes to maximize the sum of the traveling costs and the examination costs which are required to find the object, the seeker wishes to minimize it. The problem is modeled as a two‐person zero‐sum game. We solve the game when unit costs (traveling cost + examination cost) have geometrical relations depending on nodes. Then we give properties of optimal strategies of both players. © 2004 Wiley Periodicals, Inc. Naval Research Logistics, 2004. 相似文献
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陈壬达 《武警工程学院学报》2012,(1):88-90
《孙子兵法》中蕴含着丰富而深刻的战机思想。不战全胜的“胜机”思想、立足不败的“待机”思想、变中求胜的“创机”思想、兵贵神速的“夺机”思想和因情用势的“握机”思想等内容,是《孙子兵法》战机思想的核心与精华。 相似文献
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