首页 > 最新文献

2011 4th International Conference on Logistics最新文献

英文 中文
Sterilization, good service key to patient support analysis and issues 消毒,良好的服务关键是病人支持分析和问题
Pub Date : 2011-07-05 DOI: 10.1109/LOGISTIQUA.2011.5939409
Zerouali Ouariti Amal, Bendou Abdelaziz
Health care centers are subject to nosocomial infections which constitute a potential danger to patients' lives, namely in intensive care. Therefore, the sterilization of surgical instruments should be seriously considered as it plays a major role in the quality of the care provided to patients. For a proper sanitation to take place, it is essential to implement a quality system based on reference standards relative to the norms and requirements of quality, requiring human, material and financial resources. It is in this context that our paper contributes to highlight the stakes and constraints of the sterilization unit in Hassan II Hospital by reviewing and providing a modest field analysis of the situation there.
卫生保健中心容易发生医院感染,这对病人的生命构成潜在危险,即在重症监护中。因此,应认真考虑手术器械的灭菌,因为它在提供给患者的护理质量中起着重要作用。要实现适当的卫生条件,就必须实施基于参照标准的质量体系,这需要人力、物力和财力资源。正是在这种背景下,我们的论文通过审查和提供对那里情况的适度实地分析,有助于突出哈桑二医院消毒部门的利害关系和限制。
{"title":"Sterilization, good service key to patient support analysis and issues","authors":"Zerouali Ouariti Amal, Bendou Abdelaziz","doi":"10.1109/LOGISTIQUA.2011.5939409","DOIUrl":"https://doi.org/10.1109/LOGISTIQUA.2011.5939409","url":null,"abstract":"Health care centers are subject to nosocomial infections which constitute a potential danger to patients' lives, namely in intensive care. Therefore, the sterilization of surgical instruments should be seriously considered as it plays a major role in the quality of the care provided to patients. For a proper sanitation to take place, it is essential to implement a quality system based on reference standards relative to the norms and requirements of quality, requiring human, material and financial resources. It is in this context that our paper contributes to highlight the stakes and constraints of the sterilization unit in Hassan II Hospital by reviewing and providing a modest field analysis of the situation there.","PeriodicalId":324478,"journal":{"name":"2011 4th International Conference on Logistics","volume":"106 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115834206","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A multi-level graph coloring approach for the Bus driver's timetables: A real case study of the public transport of Sfax 公交车司机时间表的多级图着色方法:以Sfax公共交通为例
Pub Date : 2011-07-05 DOI: 10.1109/LOGISTIQUA.2011.5939398
M. Mnif, Youssef Masmoudi, H. Chabchoub
Scheduling and human resources management have an important role in the productivity and competitiveness of a company. Timetabling is an essential task in such filed to compete in many sectors. The conventional method which is traditionally done manually for solving timetabling problem is often inaccurate. This paper move toward automated software to solve the timetabling problem for the SORETRAS Company, which is a public transport company in Sfax city, TUNISIA, to affect all their travel services into groups, called also classes. Each group represents the daily work for a driver. A graph coloring approach is presented. Then, a heuristic based this approach is applied to solve the problem. This approach replaces the intuitive procedure currently used by the SORETRAS decision makers. This procedure consists in solving manually this relevant problem. Hence, with the proposed procedure, the obtained groups were greatly improved in quality of service compared to the current practice.
调度和人力资源管理在公司的生产力和竞争力中起着重要的作用。在这一领域,时间表是一项重要的任务,以在许多部门竞争。传统的人工排课方法往往是不准确的。本文采用自动化软件解决SORETRAS公司的时间表问题,这是一家公共交通公司在Sfax市,突尼斯,影响他们所有的旅游服务分组,也称为类。每组代表一个司机的日常工作。提出了一种图着色方法。然后,在此基础上应用启发式方法求解该问题。该方法取代了SORETRAS决策者目前使用的直观程序。这个过程包括手动解决这个相关问题。因此,与目前的做法相比,所提出的程序大大提高了获得的群体的服务质量。
{"title":"A multi-level graph coloring approach for the Bus driver's timetables: A real case study of the public transport of Sfax","authors":"M. Mnif, Youssef Masmoudi, H. Chabchoub","doi":"10.1109/LOGISTIQUA.2011.5939398","DOIUrl":"https://doi.org/10.1109/LOGISTIQUA.2011.5939398","url":null,"abstract":"Scheduling and human resources management have an important role in the productivity and competitiveness of a company. Timetabling is an essential task in such filed to compete in many sectors. The conventional method which is traditionally done manually for solving timetabling problem is often inaccurate. This paper move toward automated software to solve the timetabling problem for the SORETRAS Company, which is a public transport company in Sfax city, TUNISIA, to affect all their travel services into groups, called also classes. Each group represents the daily work for a driver. A graph coloring approach is presented. Then, a heuristic based this approach is applied to solve the problem. This approach replaces the intuitive procedure currently used by the SORETRAS decision makers. This procedure consists in solving manually this relevant problem. Hence, with the proposed procedure, the obtained groups were greatly improved in quality of service compared to the current practice.","PeriodicalId":324478,"journal":{"name":"2011 4th International Conference on Logistics","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131662154","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Ant Colony Optimization for aircraft landings 飞机着陆的蚁群优化
Pub Date : 2011-07-05 DOI: 10.1109/LOGISTIQUA.2011.5939296
I. Farah, Ali Kansou, A. Yassine, T. Galinho
We address the problem of determining the arrival sequencing and scheduling for aircrafts in air traffic control system. The overall objective of this problem is the minimization of delay cost. The problem is NP-hard for this reason solving the problem optimally is limited to instances of small sizes. In this paper we treat the static case of ASS problem where all data are known in advance. We begin by proposed a mathematical quadratic integer model, with the constraint of limited time window. After we propose a change of variable in order to make linear the initial quadratic constraints. The second target of this work is to resolve the model by an ant colony algorithm. Numerical simulations are applied to real data to show the effectiveness of our new formulation and our approach. They are presented at the end of this article.
研究了空中交通管制系统中飞机到达顺序和调度的确定问题。该问题的总体目标是使延迟成本最小化。这个问题是np困难的,因为最佳地解决这个问题仅限于小尺寸的实例。在本文中,我们讨论了所有数据都是事先已知的ASS问题的静态情况。在有限时间窗约束下,提出了一个数学二次整数模型。之后,我们提出了一个变量的变化,以使初始的二次约束线性化。本工作的第二个目标是用蚁群算法求解模型。通过对实际数据的数值模拟,验证了新公式和方法的有效性。它们将在本文的末尾给出。
{"title":"Ant Colony Optimization for aircraft landings","authors":"I. Farah, Ali Kansou, A. Yassine, T. Galinho","doi":"10.1109/LOGISTIQUA.2011.5939296","DOIUrl":"https://doi.org/10.1109/LOGISTIQUA.2011.5939296","url":null,"abstract":"We address the problem of determining the arrival sequencing and scheduling for aircrafts in air traffic control system. The overall objective of this problem is the minimization of delay cost. The problem is NP-hard for this reason solving the problem optimally is limited to instances of small sizes. In this paper we treat the static case of ASS problem where all data are known in advance. We begin by proposed a mathematical quadratic integer model, with the constraint of limited time window. After we propose a change of variable in order to make linear the initial quadratic constraints. The second target of this work is to resolve the model by an ant colony algorithm. Numerical simulations are applied to real data to show the effectiveness of our new formulation and our approach. They are presented at the end of this article.","PeriodicalId":324478,"journal":{"name":"2011 4th International Conference on Logistics","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121512381","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
New modelling and exact method for aircraft Arrival Sequencing and Scheduling 飞机到达排序和调度的新模型和精确方法
Pub Date : 2011-07-05 DOI: 10.1109/LOGISTIQUA.2011.5939401
I. Farah, Ali Kansou, A. Yassine, T. Galinho
In this work, the first target is to model and effectively resolve the Arrival Sequencing and Scheduling problem (ASS). The problem is NP-hard and exists in the Air Traffic Control (ATC) for a long time. It has been the hottest topic in transportation research due to the constantly increasing aviation traffic volume around the world. This paper attempts to design a mathematical integer linear model, with the constraints of limited time windows. We begin by modeling the (ASS) problem by a quadratic integer program and propose a change of variables to linearize the problem, i.e. transforming the quadratic constraints to linear constraints. The second target is to resolve the model by an exact method based on the algorithm of branch and bound. Numerical simulations are applied to real data to show the effectiveness of our new formulation and our approach. They are presented at the end of this article.
本文的第一个目标是建模并有效地解决到达排序和调度问题(ASS)。该问题是一个NP-hard问题,长期存在于空中交通管制中。随着世界范围内航空运输量的不断增加,它已成为交通运输研究的热点。本文试图设计一个具有有限时间窗约束的数学整数线性模型。我们首先通过一个二次整数规划对(ASS)问题建模,并提出了一个变量变换来线性化问题,即将二次约束转换为线性约束。第二个目标是基于分支定界算法对模型进行精确解算。通过对实际数据的数值模拟,验证了新公式和方法的有效性。它们将在本文的末尾给出。
{"title":"New modelling and exact method for aircraft Arrival Sequencing and Scheduling","authors":"I. Farah, Ali Kansou, A. Yassine, T. Galinho","doi":"10.1109/LOGISTIQUA.2011.5939401","DOIUrl":"https://doi.org/10.1109/LOGISTIQUA.2011.5939401","url":null,"abstract":"In this work, the first target is to model and effectively resolve the Arrival Sequencing and Scheduling problem (ASS). The problem is NP-hard and exists in the Air Traffic Control (ATC) for a long time. It has been the hottest topic in transportation research due to the constantly increasing aviation traffic volume around the world. This paper attempts to design a mathematical integer linear model, with the constraints of limited time windows. We begin by modeling the (ASS) problem by a quadratic integer program and propose a change of variables to linearize the problem, i.e. transforming the quadratic constraints to linear constraints. The second target is to resolve the model by an exact method based on the algorithm of branch and bound. Numerical simulations are applied to real data to show the effectiveness of our new formulation and our approach. They are presented at the end of this article.","PeriodicalId":324478,"journal":{"name":"2011 4th International Conference on Logistics","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115439357","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Multi-agent simulation model of pedestrians crowd based on psychological theories 基于心理学理论的行人人群多智能体仿真模型
Pub Date : 2011-07-05 DOI: 10.1109/LOGISTIQUA.2011.5939418
Olfa Beltaief, Sameh El Hadouaj, K. Ghédira
The simulation of pedestrian crowd that reflects reality is a major challenge for scientists and research. Several simulation pedestrian crowd models have been proposed such as cellular automata models, agent-based models, regression models, etc. It is very important to note that agent based models are able, over others approaches to provide a natural description of the system and then to capture emergent phenomena and complex human behaviors. Usually, these models include psychological theories in order to obtain a more realistic simulation of pedestrian's behavior. However, a great number of them do not cover all the psychological factors necessary for a pedestrian located in a crowd. This causes a lack of realism. Thus, we propose a multi-agent simulation model which is based on psychological theories. It takes into account the major normal conditions of a simple pedestrian situated in a crowd such as his preferences, a realistic perception of the environment in which he is situated, etc. Our objective is to simulate realistically the pedestrian crowd phenomenon towards a simulation of a believable pedestrian behavior. The conducted experiments show that our model is able to produce realistic pedestrian behaviors.
模拟真实的行人人群是科学家和研究人员面临的主要挑战。人们提出了元胞自动机模型、基于智能体的模型、回归模型等几种模拟行人人群的模型。值得注意的是,与其他方法相比,基于智能体的模型能够提供系统的自然描述,然后捕捉紧急现象和复杂的人类行为。通常,这些模型包括心理学理论,以获得更真实的行人行为模拟。然而,其中大部分并没有涵盖行人在人群中所必需的所有心理因素。这导致了现实主义的缺失。因此,我们提出了一个基于心理学理论的多智能体仿真模型。它考虑了一个普通行人在人群中的主要正常情况,比如他的偏好,对他所处环境的现实感知等。我们的目标是真实地模拟行人人群现象,以模拟可信的行人行为。实验表明,我们的模型能够产生真实的行人行为。
{"title":"Multi-agent simulation model of pedestrians crowd based on psychological theories","authors":"Olfa Beltaief, Sameh El Hadouaj, K. Ghédira","doi":"10.1109/LOGISTIQUA.2011.5939418","DOIUrl":"https://doi.org/10.1109/LOGISTIQUA.2011.5939418","url":null,"abstract":"The simulation of pedestrian crowd that reflects reality is a major challenge for scientists and research. Several simulation pedestrian crowd models have been proposed such as cellular automata models, agent-based models, regression models, etc. It is very important to note that agent based models are able, over others approaches to provide a natural description of the system and then to capture emergent phenomena and complex human behaviors. Usually, these models include psychological theories in order to obtain a more realistic simulation of pedestrian's behavior. However, a great number of them do not cover all the psychological factors necessary for a pedestrian located in a crowd. This causes a lack of realism. Thus, we propose a multi-agent simulation model which is based on psychological theories. It takes into account the major normal conditions of a simple pedestrian situated in a crowd such as his preferences, a realistic perception of the environment in which he is situated, etc. Our objective is to simulate realistically the pedestrian crowd phenomenon towards a simulation of a believable pedestrian behavior. The conducted experiments show that our model is able to produce realistic pedestrian behaviors.","PeriodicalId":324478,"journal":{"name":"2011 4th International Conference on Logistics","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130280967","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 26
Comparative analysis of microscopic models of road traffic data 道路交通数据微观模型的对比分析
Pub Date : 2011-07-05 DOI: 10.1109/LOGISTIQUA.2011.5939445
S. Boubaker, F. Rehimi, A. Kalboussi
Traffic tools simulations are based on different models whose purpose is to describe the behavior and dynamics of traffic flow on network. There are three modelling approaches which describe the road traffic flow: macroscopic, mesoscopic and microscopic. The microscopic models are used to describe the interactions between vehicles and their environment. They model the individual behaviour of each vehicle considering, in particular, interactions between two successive vehicles. Microscopic models aim to reproduce the behaviour of each pair vehicle-driver. In this paper, two car following models have been implemented: linear model [1] [2] and intelligent driver model (IDM) [3]. However, their shortcomings emanate from the difficulty to appreciate the consistency of behaviour of all traffic flow. Emphasizing on microscopic simulation, this paper is a comparative analysis of these microscopic models by identification of properties and limitations of each model. In order to describe road traffic at a granular level, the present study focuses on the kinematic variables. The variables used are essentially: spacing headway, relative speed, position, velocity and acceleration. They are designed for each vehicle and are closely related to its dynamics. In fact, microscopic models should be able to reproduce a real traffic situation, that's why an efficient calibration on real data is necessary to clarify the relevance of results. Therefore, the calibration of these microscopic models would be on real data.
交通工具仿真基于不同的模型,其目的是描述网络中交通流的行为和动态。描述道路交通流的建模方法有三种:宏观、中观和微观。微观模型用于描述车辆与其环境之间的相互作用。他们对每辆车的个体行为建模,特别是考虑到两辆连续的车之间的相互作用。微观模型旨在重现每一对车辆驾驶员的行为。本文实现了两种跟车模型:线性模型[1][2]和智能驾驶员模型(IDM)[3]。然而,它们的缺点在于难以理解所有交通流行为的一致性。本文以微观模拟为重点,通过对各种微观模型的性质和局限性的识别,对这些微观模型进行了比较分析。为了在颗粒水平上描述道路交通,本研究侧重于运动学变量。使用的变量基本上是:间距、车头、相对速度、位置、速度和加速度。它们是为每辆车设计的,并与它的动力学密切相关。事实上,微观模型应该能够再现真实的交通状况,这就是为什么对真实数据进行有效校准以澄清结果的相关性是必要的。因此,这些微观模型的校准将基于实际数据。
{"title":"Comparative analysis of microscopic models of road traffic data","authors":"S. Boubaker, F. Rehimi, A. Kalboussi","doi":"10.1109/LOGISTIQUA.2011.5939445","DOIUrl":"https://doi.org/10.1109/LOGISTIQUA.2011.5939445","url":null,"abstract":"Traffic tools simulations are based on different models whose purpose is to describe the behavior and dynamics of traffic flow on network. There are three modelling approaches which describe the road traffic flow: macroscopic, mesoscopic and microscopic. The microscopic models are used to describe the interactions between vehicles and their environment. They model the individual behaviour of each vehicle considering, in particular, interactions between two successive vehicles. Microscopic models aim to reproduce the behaviour of each pair vehicle-driver. In this paper, two car following models have been implemented: linear model [1] [2] and intelligent driver model (IDM) [3]. However, their shortcomings emanate from the difficulty to appreciate the consistency of behaviour of all traffic flow. Emphasizing on microscopic simulation, this paper is a comparative analysis of these microscopic models by identification of properties and limitations of each model. In order to describe road traffic at a granular level, the present study focuses on the kinematic variables. The variables used are essentially: spacing headway, relative speed, position, velocity and acceleration. They are designed for each vehicle and are closely related to its dynamics. In fact, microscopic models should be able to reproduce a real traffic situation, that's why an efficient calibration on real data is necessary to clarify the relevance of results. Therefore, the calibration of these microscopic models would be on real data.","PeriodicalId":324478,"journal":{"name":"2011 4th International Conference on Logistics","volume":"52 6","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120916624","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 9
Predictive performance model in collaborative supply chain using decision tree and clustering technique 基于决策树和聚类技术的协同供应链预测绩效模型
Pub Date : 2011-07-05 DOI: 10.1109/LOGISTIQUA.2011.5939435
Ridha Derrouiche, Pongsak Holimchayachotikul, K. Leksakul
This paper proposes an integrated framework between B2B supply chains (B2B-SC) and performance evaluation systems. This framework is based on data mining techniques, enabling the development of a predictive collaborative performance evolution model and decision making which has forward-looking collaborative capabilities. The results are deployment for collaborative performance guidelines, which were validated by the domain experts in terms of its real practical usage efficiency. This framework enables managers to develop systematic manners to predict future collaborative performance and recognize latent problems in their relationship. Its usages and difficulties were also discussed. Furthermore, the final predictive results and rules contain vital information relating to SC improvement in the long term.
本文提出了B2B供应链与绩效评估体系之间的集成框架。该框架以数据挖掘技术为基础,实现了具有前瞻性协作能力的预测性协作性能演化模型和决策制定。研究结果为协作性能准则的部署提供了依据,并得到了领域专家的实际使用效率验证。这个框架使管理者能够发展系统的方式来预测未来的合作绩效,并识别他们关系中的潜在问题。讨论了它的用法和难点。此外,最终的预测结果和规则包含与长期SC改进有关的重要信息。
{"title":"Predictive performance model in collaborative supply chain using decision tree and clustering technique","authors":"Ridha Derrouiche, Pongsak Holimchayachotikul, K. Leksakul","doi":"10.1109/LOGISTIQUA.2011.5939435","DOIUrl":"https://doi.org/10.1109/LOGISTIQUA.2011.5939435","url":null,"abstract":"This paper proposes an integrated framework between B2B supply chains (B2B-SC) and performance evaluation systems. This framework is based on data mining techniques, enabling the development of a predictive collaborative performance evolution model and decision making which has forward-looking collaborative capabilities. The results are deployment for collaborative performance guidelines, which were validated by the domain experts in terms of its real practical usage efficiency. This framework enables managers to develop systematic manners to predict future collaborative performance and recognize latent problems in their relationship. Its usages and difficulties were also discussed. Furthermore, the final predictive results and rules contain vital information relating to SC improvement in the long term.","PeriodicalId":324478,"journal":{"name":"2011 4th International Conference on Logistics","volume":"170 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122715336","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
A neural network-based simulation metamodel for a process parameters optimization: A case study 基于神经网络的工艺参数优化仿真元模型:一个案例研究
Pub Date : 2011-07-05 DOI: 10.1109/LOGISTIQUA.2011.5939310
Mariam Triki, H. Chabchoub, Wafik Hachicha
Simulation is a widely accepted tool in complex systems design and analysis. However, it is essentially a trial-and-error approach, and is therefore, time-consuming and does not provide a method for optimization. Metamodeling techniques have been recently pursued in order to tackle these drawbacks. The main objective has been to provide robust, fast decision support aids to enhance the overall effectiveness of decision-making processes. This paper proposes an application of simulation metamodeling through artificial neural networks (ANNs). The proposed approach is composed of two main steps assisted successively by the ©Neuro Software. The first one consists of building the appropriate ANN model over second-order linear regression model. Based on this model, the second step is a reverse simulation metamodeling that will be used as an optimization tool. To validate the proposed approach, a real case study is adopted from literature (Yang and Tseng [1]). It concerns an anonymous integrated-circuit (IC) packaging company in Taiwan. The case study problem is to maximize throughput performance. The comparative results with Response Surface Methodology (RSM) based metamodel results; illustrate the efficiency and effectiveness of the proposed approach.
仿真是复杂系统设计和分析中被广泛接受的工具。然而,它本质上是一种试错方法,因此非常耗时,并且不提供优化方法。为了解决这些缺点,元建模技术最近得到了应用。主要目标是提供强大、快速的决策支持,以提高决策过程的总体效率。本文提出了一种基于人工神经网络的仿真元建模应用。该方法由两个主要步骤组成,由©Neuro软件依次辅助。第一种方法是在二阶线性回归模型上建立合适的人工神经网络模型。基于此模型,第二步是将用作优化工具的反向模拟元建模。为了验证所提出的方法,采用了文献中的真实案例研究(Yang and Tseng[1])。它涉及台湾一家匿名集成电路(IC)封装公司。案例研究的问题是最大化吞吐量性能。与基于响应面法(RSM)的元模型结果比较;说明所提出的方法的效率和有效性。
{"title":"A neural network-based simulation metamodel for a process parameters optimization: A case study","authors":"Mariam Triki, H. Chabchoub, Wafik Hachicha","doi":"10.1109/LOGISTIQUA.2011.5939310","DOIUrl":"https://doi.org/10.1109/LOGISTIQUA.2011.5939310","url":null,"abstract":"Simulation is a widely accepted tool in complex systems design and analysis. However, it is essentially a trial-and-error approach, and is therefore, time-consuming and does not provide a method for optimization. Metamodeling techniques have been recently pursued in order to tackle these drawbacks. The main objective has been to provide robust, fast decision support aids to enhance the overall effectiveness of decision-making processes. This paper proposes an application of simulation metamodeling through artificial neural networks (ANNs). The proposed approach is composed of two main steps assisted successively by the ©Neuro Software. The first one consists of building the appropriate ANN model over second-order linear regression model. Based on this model, the second step is a reverse simulation metamodeling that will be used as an optimization tool. To validate the proposed approach, a real case study is adopted from literature (Yang and Tseng [1]). It concerns an anonymous integrated-circuit (IC) packaging company in Taiwan. The case study problem is to maximize throughput performance. The comparative results with Response Surface Methodology (RSM) based metamodel results; illustrate the efficiency and effectiveness of the proposed approach.","PeriodicalId":324478,"journal":{"name":"2011 4th International Conference on Logistics","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125934808","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Renovation of a distribution network of poultry products: Application city of Tlemcen (ALGERIA) 家禽产品分销网络改造:应用城市特莱姆森(阿尔及利亚)
Pub Date : 2011-07-05 DOI: 10.1109/LOGISTIQUA.2011.5939412
F. Boudahri, Z. Sari, M. Bennekrouf
The supply chain of agricultural products has received a great deal of attention lately due to issues related to public health. Something that has become apparent is that in the near future the design and operation of agricultural supply chains will be subject to more stringent regulations and closer monitoring, in particular those for products destined for human consumption (agri-foods). The supply chain of agri-foods, as any other supply chain, is a network of organizations working together in different processes and activities in order to bring products and services to the market, with the purpose of satisfying customers' demands. This work is a study for renovating the distribution network of multi poultry product from slaughterhouses to the retailer in the city of Tlemcen (Algeria). For this concrete case we chose two products namely chicken and turkey-cock meat. The objective of our problem is to determine the centroid of customer clusters (set of retailers), and the location/allocation of slaughterhouses in such a way that total logistics costs (location and transportation costs) are minimized, in such a way that capacity of vehicles and slaughterhouses are respected. As mentioned in our paper, the entire problem is decomposed into two sub problems, and each sub problem is solved in sequential manner, to get the final solution. LINGO optimization solver (Version12) has been used to get the solution to the problem.
由于与公共卫生有关的问题,农产品供应链最近受到了极大的关注。显而易见的是,在不久的将来,农业供应链的设计和运作将受到更严格的监管和更密切的监测,特别是那些用于人类消费的产品(农业食品)。与其他供应链一样,农业食品供应链是一个组织网络,在不同的过程和活动中共同努力,以便将产品和服务推向市场,以满足客户的需求。这项工作是一项关于改造特莱姆森市(阿尔及利亚)从屠宰场到零售商的多种家禽产品分销网络的研究。对于这个具体的案例,我们选择了两种产品,即鸡肉和火鸡肉。我们问题的目标是确定客户集群(零售商集合)的质心,以及屠宰场的位置/分配,以使总物流成本(位置和运输成本)最小化,以使车辆和屠宰场的容量得到尊重。如本文所述,将整个问题分解为两个子问题,依次求解每个子问题,得到最终解。使用LINGO优化求解器(Version12)来获得问题的解决方案。
{"title":"Renovation of a distribution network of poultry products: Application city of Tlemcen (ALGERIA)","authors":"F. Boudahri, Z. Sari, M. Bennekrouf","doi":"10.1109/LOGISTIQUA.2011.5939412","DOIUrl":"https://doi.org/10.1109/LOGISTIQUA.2011.5939412","url":null,"abstract":"The supply chain of agricultural products has received a great deal of attention lately due to issues related to public health. Something that has become apparent is that in the near future the design and operation of agricultural supply chains will be subject to more stringent regulations and closer monitoring, in particular those for products destined for human consumption (agri-foods). The supply chain of agri-foods, as any other supply chain, is a network of organizations working together in different processes and activities in order to bring products and services to the market, with the purpose of satisfying customers' demands. This work is a study for renovating the distribution network of multi poultry product from slaughterhouses to the retailer in the city of Tlemcen (Algeria). For this concrete case we chose two products namely chicken and turkey-cock meat. The objective of our problem is to determine the centroid of customer clusters (set of retailers), and the location/allocation of slaughterhouses in such a way that total logistics costs (location and transportation costs) are minimized, in such a way that capacity of vehicles and slaughterhouses are respected. As mentioned in our paper, the entire problem is decomposed into two sub problems, and each sub problem is solved in sequential manner, to get the final solution. LINGO optimization solver (Version12) has been used to get the solution to the problem.","PeriodicalId":324478,"journal":{"name":"2011 4th International Conference on Logistics","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130354859","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Impact of random delay on Replenishment and production control strategies 随机延迟对补货和生产控制策略的影响
Pub Date : 2011-07-05 DOI: 10.1109/LOGISTIQUA.2011.5939313
A. Hajji, A. Gharbi, A. Artiba
This paper considers a stochastic optimal control problem of unreliable three stages manufacturing systems. The supplier and the transformation stage are both subject to random events. Moreover, due to the periods of unavailability of the supplier, a random delay could postpone the reception of the order. Our objective is to find a control policy for the supply and production activities that minimizes the incurred cost and to propose a practical approach aiming to evaluate and quantify the control policy. Stochastic dynamic programming and numerical methods combined to a simulation based approach are thus proposed to achieve a close approximation of the production and supply policy. To illustrate the usefulness of the combined approach extensions to cover more complex systems, were optimal control theory may not be easily used, are developed and analyzed. To illustrate the practical usefulness of the approach, an application aiming to develop a quantitative tool to help establishing and negotiating order costs is presented.
研究一类不可靠三阶段制造系统的随机最优控制问题。供应商和转型阶段都受到随机事件的影响。此外,由于供应商有一段时间无法供货,随机延迟可能会推迟订单的接收。我们的目标是找到一个供应和生产活动的控制政策,使所发生的成本最小化,并提出一个实用的方法,旨在评估和量化控制政策。因此,提出了将随机动态规划和数值方法与基于仿真的方法相结合的方法来实现生产和供应政策的近似。为了说明组合方法的有用性,扩展到更复杂的系统,最优控制理论可能不容易使用,开发和分析。为了说明该方法的实际用途,本文介绍了一个旨在开发定量工具以帮助确定和协商订单成本的应用程序。
{"title":"Impact of random delay on Replenishment and production control strategies","authors":"A. Hajji, A. Gharbi, A. Artiba","doi":"10.1109/LOGISTIQUA.2011.5939313","DOIUrl":"https://doi.org/10.1109/LOGISTIQUA.2011.5939313","url":null,"abstract":"This paper considers a stochastic optimal control problem of unreliable three stages manufacturing systems. The supplier and the transformation stage are both subject to random events. Moreover, due to the periods of unavailability of the supplier, a random delay could postpone the reception of the order. Our objective is to find a control policy for the supply and production activities that minimizes the incurred cost and to propose a practical approach aiming to evaluate and quantify the control policy. Stochastic dynamic programming and numerical methods combined to a simulation based approach are thus proposed to achieve a close approximation of the production and supply policy. To illustrate the usefulness of the combined approach extensions to cover more complex systems, were optimal control theory may not be easily used, are developed and analyzed. To illustrate the practical usefulness of the approach, an application aiming to develop a quantitative tool to help establishing and negotiating order costs is presented.","PeriodicalId":324478,"journal":{"name":"2011 4th International Conference on Logistics","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131545541","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
期刊
2011 4th International Conference on Logistics
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1