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IEEE International Conference on Automation Science and Engineering

作者： N. Viswanadham Sridhar Chidananda Y. Narahari Pankaj Dayama Indian Institute of Science

ISBN: (纸本)9781467304290

In this paper, we discuss the prevailing agricultural marketing system in India and identify the problems and inefficiencies. We propose that the government wholesale market called the Mandi should be transformed into an electronic marketplace (exchange) for agricultural produce. An important function of the electronic exchange is to match the supply of the farmers' produce with the demand from the wholesalers and retailers. We present a mixed integer programming model that the electronic exchange needs to solve in an iterative way to optimally match buyers with sellers. We present a stylized case study to illustrate the functioning of such a Mandi exchange. We believe such a Mandi exchange will have a translational impact on agricultural trading, particularly in India.

关键词： electronic exchange Agricultural markets integer programming models Social Welfare buyer

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Dynamic Reconfiguration of Terminal Airspace During Convective Weather

Dynamic Reconfiguration of Terminal Airspace During Convecti...

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2010 49th IEEE Conference on Decision and Control

作者： Diana Michalek Hamsa Balakrishnan Operations Research Center at Massachusetts Institute of Technology Cambridge MA USA department of Aeronautics and Astronautics at the Massachusetts Institute of Technology

ISBN: (纸本)9781424477456

Dynamic airspace configuration (DAC) algorithms strive to restructure the U.S. National Airspace System (NAS) in ways that allow air traffic control to better manage aircraft flows. Although past research has largely focused on enroute airspace in clear weather conditions, the principle of better matching airspace structure to ambient conditions has potential to benefit airport terminal areas, which are often impacted by congestion due to convective weather, especially during summer months when travel demand is high. This paper studies the problem of dynamic airspace configuration in the terminal area given a stochastic model of route availability during convective weather conditions. An integer programming model is proposed for the dynamic reconfiguration of the terminal area. This model recommends small changes to airspace structure that alleviate airspace congestion, while limiting disruptions to air traffic control procedures. The model is tested against actual weather scenarios, and shows promising benefits to operations.

关键词： dynamic reconfiguration terminal area integer programming models airspace structure Travel demand Weather Air Traffic Control Stochastic models

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integer programming models for deployment of airport baggage screening security devices

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OPTIMIZATION AND ENGINEERING 2005年第3期6卷 339-359页

作者： Jacobson, SH McLay, LA Virta, JL Kobza, JE Univ Illinois Dept Mech & Ind Engn Simulat & Optimizat Lab Urbana IL 61801 USA Texas Tech Univ Dept Ind Engn Lubbock TX 79409 USA

Aviation security is an important problem of national interest and concern. Baggage screening security devices and operations at airports throughout the United States provide an important defense against terrorist actions targeted at commercial aircraft. Determining where to deploy such devices, and how to best use them can be quite challenging. This paper presents NP-complete decision problems concerning the deployment and utilization of baggage screening security devices. These problems incorporate three different deployment performance measures: uncovered baggage segments, uncovered flight segments, and uncovered passenger segments. integer programming models are formulated to address optimization versions of these problems and to identify optimal baggage screening security device deployments (i.e., determine the number and type of baggage screening security devices that should be placed at different airports, and determining which baggage should be screened with such devices). The models are illustrated with an example that incorporates data extracted from the Official Airline Guide (OAG).

关键词： aviation security homeland security NP-completeness integer programming models cost analysis

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integer programming models and algorithms for molecular classification of cancer from microarray data 05

Integer programming models and algorithms for molecular clas...

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Australasian Computer Science Conference

作者： Regina Berretta Alexandre Mendes Pablo Moscato University of Newcastle Callaghan NSW Australia

ISBN: (纸本)9781920682200

Novel, high-throughput technologies are challenging the core of algorithmic methods available in Computer Science. Microarray technologies give Life Sciences researchers the opportunity to simultaneously measure thousands of gene expression levels under different conditions or coming from different cell lines. With appropriate data mining models and algorithms, this would lead to a systematic exploration of molecular classification of cancer, just one among many other exciting applications. The aim of this paper is to present a unified mathematical formalization for different feature selection problems and investigate their performance in classification of cancer cell-lines. We also present some results using the NCI60 dataset.

关键词： feature selection Feature extraction integer programming models algorithms Taxonomy Microarray Cell Line

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New integer programming formulations and an exact algorithm for the ordered cutting stock problem

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JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY 2008年第11期59卷 1520-1531页

作者： Alves, C. Valerio de Carvalho, J. M. Univ Minho Dept Prod & Sistemas Escola Engn P-471057 Braga Portugal

Apart from trim loss minimization, there are many other issues concerning cutting processes that arise in real production systems. One of these is related to the number of stacks that need to be opened near the cutting machines. Many researchers have worked in the last years on cutting stock problems with additional constraints on the number of open stacks. In this paper, we address a related problem: the Ordered Cutting Stock Problem (OCSP). In this case, a stack is opened for every new client's order, and it is closed only when all the items of that order are cut. The OSCP has been introduced recently in the literature. Our aim is to provide further insight into this problem. This paper describes three new integer programming formulations for solving it, and an exact algorithm based on column generation, branch-and-bound and cutting planes. We report on computational experiments on a set of random instances. The results show that good lower bounds can be computed quickly, and that optimal solutions can be found in a reasonable amount of time.

关键词： cutting stock pattern sequencing integer programming models column generation branch-and-bound cutting planes

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A MULTI-CRITERIA DECISION MAKING FOR THE UNRELATED PARALLEL MACHINES SCHEDULING PROBLEM

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38th International Conference on Computers and Industrial Engineering

作者： Chang, Weishung Chyu, Chiuhcheng Yuan Ze Univ Dept Ind Engn & Management Tao Yuan Taiwan

ISBN: (纸本)9787121074370

In this paper, we propose a multi-criteria machine-schedules decision making method that can be applied to a production environment involving several unrelated parallel machines and we will focus on three objectives: minimizing make-span, total flow time, and total number of tardy jobs. The decision making method consists of three phases. In the first phase, a mathematical model of a single machine scheduling problem, of which the objective is a weighted sum of the three objectives, is constructed. Such a model will be repeatedly solved by the CPLEX in the proposed multi-objective simulated annealing (MOSA) algorithm. In the second phase, the MOSA that integrates job clustering method, job group scheduling method, and job group - machine assignment method, is employed to obtain a set of non-dominated group schedules. During this phase, CPLEX software and the bipartite weighted matching algorithm are used repeatedly as parts of the MOSA algorithm. In the final phase, the technique of data envelopment analysis is applied to determine the most preferable schedule. A practical example is then presented in order to demonstrate the applicability of the proposed decision making method

关键词： Multi-objective optimization unrelated parallel machines scheduling simulated annealing algorithm integer programming models multi-criteria decision making

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Scheduling the Italian football league: an ILP-based approach

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COMPUTERS & OPERATIONS RESEARCH 2006年第7期33卷 1963-1974页

作者： Della Croce, F Oliveri, D Politecn Turin DAI Turin Italy

Scheduling the Italian Major Football League (the so-called "Serie A") consists in finding for that league a double round robin tournament schedule that takes into account both typical requirements such as conditions on home-away matches and specific requests of the Italian Football Association such as twin-schedules for teams belonging to the same home-town. In this paper, we present a solution procedure able to derive feasible schedules that are also balanced with respect to additional cable televisions requirements. This procedure adapts the recent approach by Nemhauser and Trick to schedule a College Basketball Conference that considers however only half of the teams involved here. The proposed procedure is divided into three phases: phase I generates a pattern set respecting the cable televisions requirements and several other constraints;phase 2 produces a feasible round robin schedule compatible with the above pattern set;finally, phase 3 generates the actual calendar assigning the teams to the patterns. The procedure allows to generate within short time several different reasonable calendars satisfying the cable television companies requirements and satisfying various other operational constraints while minimizing the total number of violations on the home-away matches conditions. (c) 2004 Elsevier Ltd. All rights reserved.

关键词： sports scheduling round robin tournaments integer programming models

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Optimizing communications satellite deployment development of a decision aid

Optimizing communications satellite deployment development o...

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IEEE Systems and Information Engineering Design Symposium

作者： Ayers, I Breton, A Farrington, M Landrum, J Lee, R Univ Virginia Dept Syst & Informat Engn Charlottesville VA 22904 USA

ISBN: (纸本)097445592X

This paper discusses the problem of optimizing the utilization of communication satellite capacity. The modem fixed satellite service provider seeks improved methods to optimize the amount of service demand that is accommodated by capacity available on its satellite network. A mixed-integer programming (MIP) model is proposed for the solution of the problem, as part of a decision support tool. Such a tool integrates three system components, which are: a mathematical optimization model, an optimization algorithm, and a graphical user interface. This paper will discuss the design process associated with each component of the system and will conclude with preliminary results obtained from sample optimization runs.

关键词： decision support systems telecommunication computing satellite communication integer programming graphical user interfaces communications satellite deployment optimization decision aid development communication satellite capacity utilization optimization satellite service provider satellite network mixed-integer programming model decision support tool mathematical optimization model optimization algorithm graphical user interface graphical user interfaces SATELLITE NETWORKS decision support tool telecommunication computing Satellite communication Optimization algorithms Decision Aids integer programming decision support systems Communication satellites integer programming models amount of service

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Production planning problems in printed circuit board assembly

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DISCRETE APPLIED MATHEMATICS 2002年第1-3期123卷 339-361页

作者： Crama, Y van de Klundert, J Spieksma, FCR Univ Liege Ecole Adm Affaires B-4000 Liege Belgium Katholieke Univ Leuven Dept Appl Econ B-3000 Louvain Belgium

This survey describes some of the main optimization problems arising in the context of production planning for the assembly of printed circuit boards. The discussion is structured around a hierarchical decomposition of the planning process into distinct optimization subproblems, addressing issues such as the assignment of board types to machine groups, the allocation of component feeders to individual machines, the determination of optimal production sequences, etc, The paper reviews the literature on this topic with an emphasis on the most recent developments, on the fundamental structure of the mathematical models and on the relation between these models and some 'environmental' variables such as the layout of the shop or the product mix. (C) 2002 Elsevier Science B.V, All rights reserved.

关键词： production planning scheduling sequencing printed circuit boards integer programming models

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An optimization model for guiding the petrochemical industry development in Saudi Arabia

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ENGINEERING OPTIMIZATION 2002年第6期34卷 671-687页

作者： Alfares, HK Al-Amer, AM King Fahd Univ Petr & Minerals Dept Syst Engn Dhahran 31261 Saudi Arabia King Fahd Univ Petr & Minerals Dept Chem Engn Dhahran 31261 Saudi Arabia

A mixed integer linear programming model is formulated for determining the optimum plan for the expansion of the Saudi Arabian petrochemical industry. The products selected for consideration fall into four categories: propylene derivatives, ethylene derivatives, synthesis gas derivatives, and aromatic derivatives. The model incorporates new variables and constraints, and realistic estimates of production costs, which are calculated based on local conditions in Saudi Arabia. For each production process, the unit production cost is assumed to be a function of production capacity. The input data for each product includes relevant production technologies, capacities, local production costs, and selling price. The solution of the model gives the recommended products under different scenarios of available capital investment and feedstock. The results are reported and analyzed.

关键词： optimization integer programming models petrochemical industry industrial development investment models

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