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    Multiclass fuzzy user equilibrium with endogenous membership functions and risk-taking behaviors

    , Article Journal of Advanced Transportation ; 2016 ; 01976729 (ISSN) Miralinaghi, M ; Lou, Y ; Hsu, Y. T ; Shabanpour, R ; Shafahi, Y ; Sharif University of Technology
    John Wiley and Sons Ltd  2016
    Abstract
    Over the last decades, several approaches have been proposed in the literature to incorporate users' perceptions of travel costs, their bounded rationality, and risk-taking behaviors into network equilibrium modeling for traffic assignment problem. While theoretically advanced, these models often suffer from high complexity and computational cost and often involve parameters that are difficult to estimate. This study proposes an alternative approach where users' imprecise perceptions of travel times are endogenously constructed as fuzzy sets based on the probability distributions of random link travel times. Two decision rules are proposed accordingly to account for users' heterogeneous... 

    Combination of car following and lane changing models as a drivers' optimization process

    , Article Proceedings of the Eighth International Conference on Applications of Advanced Technologies in Transportaion Engineering, Beijing, 26 May 2004 through 28 May 2004 ; 2004 , Pages 601-605 Hoseini, S. M. S ; Vaziri, M ; Shafahi, Y ; Sharif University of Technology
    ASCE - American Society of Civil Engineers  2004
    Abstract
    There are many reported researches considering movement behavior of vehicles. In these studies the two basic types of movement of a vehicle are longitudinal movement, car following, and lateral movement, lane changing. Dependency between car following and lane changing models and the fact that many of drivers does not consider driving lanes, necessitate developing of models that combine the car following and lane changing without considering the driving lanes. Utilizing computer simulation, the work can also be applied to conditions where lane disciplines are strictly observed. Microscopic simulation models considering the movement of individual vehicles in a traffic stream can be... 

    A Customized Particle Swarm Method to Solve Highway Alignment Optimization Problem

    , Article Computer-Aided Civil and Infrastructure Engineering ; Volume 28, Issue 1 , January , 2013 , Pages 52-67 ; 10939687 (ISSN) Shafahi, Y ; Bagherian, M ; Sharif University of Technology
    2013
    Abstract
    Optimizing highway alignment requires a versatile set of cost functions and an efficient search method to achieve the best design. Because of numerous highway design considerations, this issue is classified as a constrained problem. Moreover, because of the infinite number of possible solutions for the problem and the continuous search space, highway alignment optimization is a complex problem. In this study, a customized particle swarm optimization algorithm was used to search for a near-optimal highway alignment, which is a compound of several tangents, consisting of circular (for horizontal design) and parabolic (for vertical alignment) curves. The selected highway alignment should meet... 

    A practical model for transfer optimization in a transit network: Model formulations and solutions

    , Article Transportation Research Part A: Policy and Practice ; Volume 44, Issue 6 , 2010 , Pages 377-389 ; 09658564 (ISSN) Shafahi, Y ; Khani, A ; Sharif University of Technology
    2010
    Abstract
    This paper studies the transit network scheduling problem and aims to minimize the waiting time at transfer stations. First, the problem is formulated as a mixed integer programming model that gives the departure times of vehicles in lines so that passengers can transfer between lines at transfer stations with minimum waiting times. Then, the model is expanded to a second model by considering the extra stopping time of vehicles at transfer stations as a new variable set. By calculating the optimal values for these variables, transfers can be better performed. The sizes of the models, compared with the existing models, are small enough that the models can be solved for small- and medium-sized... 

    A practical O-D matrix estimation model based on fuzzy set theory for large cities

    , Article Proceedings - 23rd European Conference on Modelling and Simulation, ECMS 2009, 9 June 2009 through 12 June 2009, Madrid ; 2009 , Pages 77-83 ; 0 ; 9780955301889 (ISBN) Shafahi, Y ; Faturechi, R ; Sharif University of Technology
    2009
    Abstract
    Estimanon of the origin-destination trip danad matrix (O-D) plays a key role in travel analysis and transportation planning and operations. Many researchers have developed different O-D maths estimation mediods using traffic counts, which allow simple data collection as opposed to die costly traditional direct estimation methods based on home and roadside interviews. In mis papet, a new fuzzy O-D matrix estimation model (FODMEM) is proposed to estimate die O-D matrix from traffic count. A gradient-based aigoridnn. containing 3 fuzzy rule based approach to control die estimated O-D matrix changes, is proposed to solve FODMEM Since link data only represents a snapshot situation, resulting in... 

    Application of a maintenance management model for iranian railways based on the markov chain and probabilistic dynamic programming

    , Article Scientia Iranica ; Volume 16, Issue 1 A , 2009 , Pages 87-97 ; 10263098 (ISSN) Shafahi, Y ; Hakhamaneshi, R ; Sharif University of Technology
    2009
    Abstract
    Railway managers have a strong economic incentive to minimize track maintenance costs, while maintaining safety standards and providing adequate service levels to train operators. The objective of this study is to apply a procedure for making optimal maintenance decisions in Iranian Railways. This study consists of two parts. First, a cumulative damage model, based on a Markov process, is applied to model the deterioration of the track. For this reason, tracks are categorized into six classes, so that those tracks with similar traffic loads and geographical location are collected into one class. The track survey data from 215 blocks (4,228 km) of the ten divisions of the Iranian Railway... 

    Application of fuzzy theory for traffic assignment

    , Article 18th IASTED International Conference on Modelling and Simulation, MS 2007, Montreal, QC, 30 May 2007 through 1 June 2007 ; 2007 , Pages 604-608 ; 10218181 (ISSN); 9780889866638 (ISBN) Shafahi, Y ; Ramezani, H ; Sharif University of Technology
    2007
    Abstract
    Traffic assignment is one of the primary steps in the urban transportation planning process. There are several parameters that affect on drivers route choice. These factors arenot shown completely in the classic traffic assignment techniques so, these methodes donot have acceptable accuracy in the link volume estimating. Therefore many researchers have been tried to use fuzzy set theory in order to gain more precise approximation in traffic assignment. In this paper, we intend to propose a new fuzzy assignment model which has more flexibility relarive to driver behavior characteristics. At first, our assumptions are cited and then we illustrate how the membership function of the travel time... 

    Disaggregate mode choice analysis for work trips using genetic-fuzzy and neuro-fuzzy systems

    , Article 10th IASTED International Conference on Artificial Intelligence and Soft Computing, ASC 2006, Palma de Mallorca, 28 August 2006 through 30 August 2006 ; 2006 , Pages 250-255 ; 0889866104 (ISBN); 9780889866102 (ISBN) Shafahi, Y ; Nazari, S ; Sharif University of Technology
    2006
    Abstract
    This paper applies the genetic-fuzzy and neuro-fuzzy systems to analyze a disaggregate mode choice problem for work trips. These two artificial intelligence methods have been widely used in many complex engineering problems recently. Some key points in developing genetic-fuzzy and neuro-fuzzy systems to analyze the mode choice problem for a large city are explained. Shiraz urban trips database is applied to prepare the data needed for the models. Results show that the developed models have good ability to estimate the existing situation and also to present reliable predictions for the future conditions of an urban transportation system  

    A new fuzzy logic algorithm application in the design of signalized intersection control system

    , Article 10th World Multi-Conference on Systemics, Cybernetics and Informatics, WMSCI 2006, Jointly with the 12th International Conference on Information Systems Analysis and Synthesis, ISAS 2006, Orlando, FL, 16 July 2006 through 19 July 2006 ; Volume 3 , 2006 , Pages 83-88 ; 980656068X (ISBN); 9789806560680 (ISBN) Shafahi, Y ; Kermanshahi, S ; Sharif University of Technology
    2006
    Abstract
    The Population Growth, Land-use Development and the Increase in Vehicle Ownership in big cities have caused an increase in Travel Demand and the volume of vehicles passing through Urban Routes. Travel Time in the urban route network due to increase in congestion in one of the most important problems in Metropolises. A considerable part of Travel Time in the Metropolitan routes network is related to delay time in intersections. Thus, controlling methods for intersections in order to decrease such delays is of a great importance. The application of Fuzzy Logic as a control basis in engineering issues has a proper background. In this study, a method for controlling such signalized intersections... 

    A comparison between Single Point and Conventional Urban Diamond Interchanges based on estimated delay

    , Article Scientia Iranica ; Volume 10, Issue 2 , 2003 , Pages 252-259 ; 10263098 (ISSN) Shafahi, Y ; Haghani, A ; Sharif University of Technology
    Sharif University of Technology  2003
    Abstract
    In this paper, the results of a study comparing the performance of two types of interchange, i.e., Conventional Diamond Interchange and Single Point Urban Diamond Interchange, are reported. The analysis is based on simulation of a Single Point Urban Diamond Interchange. The real data that is collected from two different existing Conventional Diamond Interchanges during peak hours is used as input for analysis. Highway capacity software is used to analyze the performance of the Conventional Diamond Interchanges while a simulation model is used for analyzing the performance of the Single Point Urban Diamond Interchanges. The results indicate that the performance of the Single Point Urban... 

    Optimum Highway Alignment Using Parallel Processing

    , M.Sc. Thesis Sharif University of Technology Kazemi, Farzan (Author) ; Shafahi, Yusof (Supervisor)
    Abstract
    Optimum highway alignment problem is among the most substantial but large and complicated topics in transportation area. Infinite number of feasible solutions, numerous local optima and the constrained feature of the problem, associated with complex and mainly non-linear constrains, has put an extra effort into the problem-solving process. Moreover, the problem has a sensitive objective function to input variables. Due to the nature of the problem, conventional methods fail to find any exact solution, and so, using heuristic methods during the solving procedure is inevitable. Large-scale, complexity and sensitivity of the problem leads to a solution which is time-consuming and... 

    Coordinated Scheduling in Public Transportation to Decrease Transfer Waiting Time Through Slight Changes in Headways

    , M.Sc. Thesis Sharif University of Technology Dianat, Leila (Author) ; Shafahi, Yousef (Supervisor)
    Abstract
    Decreasing travel time is one of the main goals of passengers in urban areas for which transportation operators use various policies. Among these policies, expanding public transportation facilities is one of the urban planner major purposes. Considering the fact that making these facilities needs great investment, optimize use of the current facilities is valuable. Waiting time in transit station has influence on increasing passengers’ travel time and inconsistency, so coordination between different transit lines is necessary. In this thesis, creating coordination among different transit lines in a transit network by the use of integer programming is studied in the form of two models. In... 

    A Model For Flight Frequency Determination and Aircraft Routing

    , M.Sc. Thesis Sharif University of Technology Ghafoori, Ali (Author) ; Shafahi, Yusof (Supervisor)
    Abstract
    In this research a model is proposed which determines flight frequency and aircraft routing for an airline network. It is supposed that origin-destination demand, costs, number of aircrafts in the fleet and their capacity, aircraft maximum daily utilization hours and origin-destination fares are given. The model attempts to maximize airline profit and determines flight frequencies, number of passengers carried between two cities and number of passengers who travel with an indirect flight, considering fleet constraints and an operational aircraft routing.The model is tested with a hypothetical numerical example. The results indicate that the model uses maximum aircraft capacity and daily... 

    An Applied Model for Highway Alignment Optimization Using Particle Swarm Optimization Method

    , M.Sc. Thesis Sharif University of Technology Bagherian, Mehdi (Author) ; Shafahi, Yousef (Supervisor)
    Abstract
    A basic highway design problem is to find the most economical alignment connecting two given end points based on topography, soil conditions, socioeconomic factors and environmental impacts, while satisfying a set of design and operational constraints. The cost function complexity and numerous limitations such as highway design criteria have made this problem a NP-hard one. In this study, a swarm based searching algorithm has been applied to a three dimensional highway alignment optimization model. The spatial data has been exploited from a GIS databases using a heuristic swift approach. In addition, the majority of cost items that depend on highway design have been extended in a practical... 

    A Track Maintenance Management Model Using Heuristic Model (Case of Study: Iranian Railway)

    , M.Sc. Thesis Sharif University of Technology Ahmadi, Ehsan (Author) ; Shafahi, Yusof (Supervisor)
    Abstract
    Railways managers have strong economic incentive to minimize the track maintenance costs, while maintaining safety standards and providing adequate service levels to train operators. . The aim of this study is providing a method for repair and maintenance management of Iranian Railways and improving previous investigations.This study consists of three parts. First, providing a new definition for the rail's status based on fuzzy theory. Second, a cumulative damage model based on a Fuzzy Markov process is applied to model the deterioration of the track. For this reason, tracks are categorized into six classes, so that those tracks with similar traffic loads and geographical location are... 

    A Model for Optimizing Railway Alignment Problem Considering Bridge and Tunnel Cost and Using Transional Curves

    , M.Sc. Thesis Sharif University of Technology Ghoreishi, Benyamin (Author) ; Shafahi, Yusof (Supervisor)
    Abstract
    Due to large range searches (there are various alignments between two points) as well as the complex and non-linear cost functions and a variety of geometric constraints, the problem of optimal railway alignment is known as a difficult problem. For this reason, choosing an alignment between two points is usually done based on a limited number of alignments put forward by experts. In recent years, the study of the railway alignment optimization raised again due to the importance of optimization and introduction of various algorithms and their progress in solving various problems. It is expected that applying metaheuristic optimization algorithms, such as methods based on Swarm intelligence... 

    Route Choice Estimation Using Cell Phone Data

    , M.Sc. Thesis Sharif University of Technology Taghipour, Homa (Author) ; Shafahi, Yousef (Supervisor)
    Abstract
    Knowing the trip information such as paths that travelers prefer to choose is useful for practice in developing certain transportation planning step. There are different methods such as using GPS and conducting survey for volunteer travelers in order to understand actual paths. Obviously, all of these methods have some deficiencies. This research suggests and examines a method for estimating travelers’ path by using cell phone data. The main advantage of using these kinds of data is enabling the process of collecting information without any active interference of the users. A big data set consisting of 300,000 cell phone users’ information in the city of Shiraz is studied to achieve this... 

    Determining Mode of Travel Using Cell Phone Data

    , M.Sc. Thesis Sharif University of Technology Kalatian, Arash (Author) ; Shafahi, Yousef (Supervisor)
    Abstract
    There has been growing interest in exploiting cellular network data for transportation planning purposes in recent years. In this thesis, we utilize these data for determining mode of travel in the city of Shiraz, Iran. Cellular data records -including location updates in 5minute time intervals- of 300,000 users from the city of Shiraz has been collected for 40 hours in three consecutive days in a cooperation with the major telecommunications service provider of the country. Depending on the density of mobile BTS’s in different zones of the city, the user location can be located within an average of 200 meters. Considering data filtering and smoothing, data preparation and converting them to... 

    Estimating Activity Patterns Using Spatio-temporal Data of Cell phone Networks

    , M.Sc. Thesis Sharif University of Technology Zahedi, Mostafa (Author) ; Shafahi, Yousef (Supervisor)
    Abstract
    The tendency towards using activity-based models to predict trip demand has increased dramatically over recent years, but these models have suffered insufficient data for calibration and the intrinsic problems of traditional methods imposes the need to search for better alternatives. This paper discusses ways to process the cellphone spatio-temporal data in a manner that makes it comprehensible for traffic interpretations and proposes methods on how to infer urban mobility and activity patterns from the aforementioned data. Movements of each subscriber is described by a sequence of stays and trips and each stay is labelled by an activity. The type of activities are estimated using features... 

    O-D Demand Estimation Based On Automatic Vehicle Identification Data

    , M.Sc. Thesis Sharif University of Technology Jamali, Amir (Author) ; Shafahi, Yusef (Supervisor)
    Abstract
    Regardless of the traffic model and its application, an essential input of transportation models is the amount of demand which is usually described using Origin-Destination (O-D) matrix. Many reaserchers have developed different O-D matrix estimation methods using traffic counts, which allow simple data collection as opposed to the costly traditional direct estimation methods based on home and roadside interview. However, Link data is not sufficient to obtain an unique answer. This reaserch tries to estimate O-D matrix by using Automated Vehicle Identification(AVI) data. The research formulates the problem of the estimating O-D matrix as a bi-level problem. The upper level consists of...