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非线性TP的PSO求解 被引量:1
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作者 张美玉 黄翰 郝志峰 《计算机科学》 CSCD 北大核心 2008年第6期206-209,共4页
运输问题自提出后,人们因其在各个领域的广泛应用进行了大量研究。尤其是线型运输问题,已经设计出了多种有效解法,但它们均不能直接处理非线性运输问题。本文在经典粒子群算法PSO的基础上设计了新算法PSO-NLTP,它通过改进PSO的粒子飞行... 运输问题自提出后,人们因其在各个领域的广泛应用进行了大量研究。尤其是线型运输问题,已经设计出了多种有效解法,但它们均不能直接处理非线性运输问题。本文在经典粒子群算法PSO的基础上设计了新算法PSO-NLTP,它通过改进PSO的粒子飞行速度和飞行位置更新方程,及设计出负修复算子,既满足TP的约束条件,又扩大了搜索空间。针对经典PSO算法容易在局部最优解过早停止搜索的不足,我们添加了自适应的变异算子,以防止PSO-NLTP过早停止搜索。通过仿真实例证明,与遗传算法GA-NLTP和带惩罚策略的EP进行比较,PSO-NLTP能在较短的时间内找到更优解,结果验证了新算法的有效性。 展开更多
关键词 非线性运输问题 粒子群算法 负修复 自适应变异
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大规模定制中顺序间歇过程批调度研究
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作者 苏生 战德臣 徐晓飞 《机电产品开发与创新》 2005年第z1期51-54,57,共5页
间歇过程生产在大规模定制中占有重要地位,顺序间歇过程是一种常见的间歇过程,现有研究将顺序间歇过程调度分为需求分批与批次调度两步求解过程,忽略了它们之间相互制约、不可分割的内在联系,为了校正这种人为断裂,以获得真正意义上的... 间歇过程生产在大规模定制中占有重要地位,顺序间歇过程是一种常见的间歇过程,现有研究将顺序间歇过程调度分为需求分批与批次调度两步求解过程,忽略了它们之间相互制约、不可分割的内在联系,为了校正这种人为断裂,以获得真正意义上的最优化调度,提出了顺序间歇过程批调度问题.用α | β | γ法对顺序间歇过程批调度问题进行描述,给出了基本的作业属性、加工环境和批调度性能指标.针对基于完成时间的性能指标,提出了两个并行机间歇过程批调度问题,在分析了几个有用性质后,将两个问题分别等价为固定费用运输问题和非线性运输问题. 展开更多
关键词 顺序间歇过程 批调度 固定费用运输问题 非线性运输问题
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Compound Method of Solving Logistics Routes Allocation 被引量:1
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作者 乐美龙 香村俊武 《Journal of Shanghai Jiaotong university(Science)》 EI 2010年第1期119-123,共5页
The logistics routes allocation discusses optimal routing from origin to destination through distribution center (DC) on condition that both transport and distribution cost should be taken into account. The problem ... The logistics routes allocation discusses optimal routing from origin to destination through distribution center (DC) on condition that both transport and distribution cost should be taken into account. The problem can be solved by the iterative non-linear programming (INLP), in which the transport cost and distribution cost are assumed to be linear and non-linear, respectively. The method works well in most situations. However, when the distribution cost predominates in the total cost, the method falls, and the solution given by the method is not a global minimum but a local minimum. Further study reveals that the INLP method is still a kind of transport routing method like vehicle routing problem (VRP), and the failure of the method must happen when the distribution cost is a major one. On such a condition, further computation on other extreme points, which physically means forcing all routes to pass through one DC one by one, should be carried out. By comparing values on these extreme points, the global optimal solution can be got. The method has both theoretical and practical meaning. In theoretical field, it might force us to seek new method; in practice, it reminds us to do such kind of check when the transport distance is short and warehousing work is major that often happens in local consolidation center or de-vanning center. 展开更多
关键词 operation optimization logistics optimization algorithm for non-linear programming transportation and warehousing
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Peristaltic transport of pseudoplastic fluid in a curved channel with wall properties and slip conditions 被引量:2
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作者 S. Hina T. Hayat +1 位作者 M. Mustafa A. Alsaedi 《International Journal of Biomathematics》 2014年第2期63-78,共16页
Effects of wall properties and slip condition on the peristaltic flow of an incompressible pseudoplastic fluid in a curved channel are studied. Series solution of the governing problem is obtained after applying long ... Effects of wall properties and slip condition on the peristaltic flow of an incompressible pseudoplastic fluid in a curved channel are studied. Series solution of the governing problem is obtained after applying long wavelength and low Reynolds number approximations. The results are validated with the numerical solutions through the built-in routine for solving nonlinear boundary value problems via software Mathematica. The variations of different parameters on axial velocity are carefully analyzed. Behaviors of embedding parameters on the dimensionless stream function are also discussed. It is noted that the axial velocity and size of trapped bolus increases with an increase in slip parameter. It is also observed that the profiles of axial velocity are not symmetric about the central line of the curved channel which is different from the case of planar channel. 展开更多
关键词 Shear-thinning fluid compliant wall nonlinear boundary-value problem series solution curved channel peristalsis.
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