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41.
In this paper, we consider the problem of enumerating all maximal motifs in an input string for the class of repeated motifs
with wild cards. A maximal motif is such a representative motif that is not properly contained in any larger motifs with the
same location lists. Although the enumeration problem for maximal motifs with wild cards has been studied in Parida et al.
(2001), Pisanti et al. (2003) and Pelfrêne et al. (2003), its output-polynomial time computability has been still open. The
main result of this paper is a polynomial space polynomial delay algorithm for the maximal motif enumeration problem for the
repeated motifs with wild cards. This algorithm enumerates all maximal motifs in an input string of length n in O(n
3) time per motif with O(n) space, in particular O(n
3) delay. The key of the algorithm is depth-first search on a tree-shaped search route over all maximal motifs based on a technique
called prefix-preserving closure extension. We also show an exponential lower bound and a succinctness result on the number
of maximal motifs, which indicate the limit of a straightforward approach. The results of the computational experiments show
that our algorithm can be applicable to huge string data such as genome data in practice, and does not take large additional
computational cost compared to usual frequent motif mining algorithms.
This work is done during the Hiroki Arimura’s visit in LIRIS, University Claude-Bernard Lyon 1, France. 相似文献
42.
Vincenzo Cutello Giuseppe Nicosia Mario Pavone 《Journal of Combinatorial Optimization》2007,14(1):9-33
We present a new Immune Algorithm, IMMALG, that incorporates a Stochastic Aging operator and a simple local search procedure to improve the overall performances in
tackling the chromatic number problem (CNP) instances. We characterize the algorithm and set its parameters in terms of Kullback
Entropy. Experiments will show that the IA we propose is very competitive with the state-of-art evolutionary algorithms. 相似文献
43.
This paper considers an inventory system with non-instantaneous deteriorating item in which demand rate is a function of advertisement of an item and selling price. This paper aids the retailer in maximizing the total profit by determining optimal inventory and marketing parameters. In contrast to previous inventory models, an arbitrary holding cost rate and arbitrary deterioration rate have been incorporated to provide general framework to the model. First, a mathematical model is formulated and then some useful theoretical results have been framed to characterize the optimal solutions. The necessary and sufficient conditions for the existence and uniqueness of the optimal solutions are also derived. An algorithm is designed to find the optimum solutions of the proposed model. Numerical examples are included to illustrate the algorithmic procedure and the effects of key parameters are studied to analyze the behavior of the model. 相似文献
44.
刘蓓 《天津市财贸管理干部学院学报》2008,10(3):21-22
网络营销是21世纪企业营销实践与现代信息通讯技术、计算机网络技术相结合的产物,它以广阔的范围和低廉的价格正在逐步占领市场的每个角落,并且成为一种重要的营销方式。中国经济及其互联网飞速发展的情况、网络新技术发展和网络最根本的互动性这三方面推动着网络营销呈现加速发展的态势。它必将成为覆盖面最大、最新的营销方式。 相似文献
45.
倪仁兴 《绍兴文理学院学报》2001,21(9):93-97
从两个不同的角度浅议实变函数与数学分析间的联系一、数学分析的内容与方法是研究实变函数的重要手段;二、用实变函数理论可以透视数学分析. 相似文献
46.
Factor screening designs for searching two and three effective factors using the search linear model are discussed. The construction of such factor screening designs involved finding a fraction with small number of treatments of a 2m factorial experiment having the property P2t (no 2t columns are linearly dependent) for t=2 and 3. A ‘Packing Problem’ is introduced in this connection. A complete solution of the problem in one case and partial solutions for the other cases are presented. Many practically useful new designs are listed. 相似文献
47.
In today's competitive market, demand volume and even the underlying demand distribution can change quickly for a newsvendor seller. We refer to sudden changes in demand distribution as demand shocks. When a newsvendor seller has limited demand distribution information and also experiences underlying demand shocks, the majority of existing methods for newsvendor problems may not work well since they either require demand distribution information or assume stationary demand distribution. We present a new, robust, and effective machine learning algorithm for newsvendor problems with demand shocks but without any demand distribution information. The algorithm needs only an approximate estimate of the lower and upper bounds of demand range; no other knowledge such as demand mean, variance, or distribution type is necessary. We establish the theoretical bounds that determine this machine learning algorithm's performance in handling demand shocks. Computational experiments show that this algorithm outperforms the traditional approaches in a variety of situations including large and frequent shocks of the demand mean. The method can also be used as a meta‐algorithm by incorporating other traditional approaches as experts. Working together, the original algorithm and the extended meta‐algorithm can help manufacturers and retailers better adapt their production and inventory control decisions in dynamic environments where demand information is limited and demand shocks are frequent 相似文献
48.
We consider the problem of variable selection in high-dimensional partially linear models with longitudinal data. A variable selection procedure is proposed based on the smooth-threshold generalized estimating equation (SGEE). The proposed procedure automatically eliminates inactive predictors by setting the corresponding parameters to be zero, and simultaneously estimates the nonzero regression coefficients by solving the SGEE. We establish the asymptotic properties in a high-dimensional framework where the number of covariates pn increases as the number of clusters n increases. Extensive Monte Carlo simulation studies are conducted to examine the finite sample performance of the proposed variable selection procedure. 相似文献
49.
安徽省市域经济增长质量动态模糊综合评价——基于改进的AHP-FCE集成模型 总被引:1,自引:1,他引:0
基于评价指标提供的信息和运用改进的AHP-FCE集成模型对2002—2011年间安徽省各市经济增长质量进行了动态模糊综合评价。从构建的描述经济增长质量5个维度的指标体系中选取了8个代表性指标,建立模糊关系矩阵并优化生成客观权重,由模糊合成运算得到动态综合评价结果。通过各市经济增长质量动态综合评价值、最大序差和影响因素分析,显示出安徽省市域经济增长质量在10年间的动态变化轨迹和区域性差异,只有个别城市处于经济增长质量的核心区域,更多的城市则处于经济增长质量的"跳跃"区域,经济增长质量的各维度发展程度不均衡。 相似文献
50.
The problem of finding the best permutation schedule for a flowshop has engaged the attention of researchers for almost four decades. In view of its NP-completeness, the problem is not amenable to the development of efficient optimizing algorithms. A number of heuristics have been proposed, most of which have been evaluated by using randomly generated problems for a single measure of performance. However, real-life problems often have more than one objective. This paper discusses a live flowshop problem that has the twin objectives of minimizing the production run-time as well as the total flowtime of jobs. Five heuristics are evaluated in this study and some interesting findings are reported. 相似文献