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Designing a multi-service healthcare network based on the impact of patients’ flow among medical services
, Article OR Spectrum ; Volume 40, Issue 3 , 2018 , Pages 637-678 ; 01716468 (ISSN) ; Eshghi, K ; Sharif University of Technology
Springer Verlag
2018
Abstract
Efficient location of medical services is an issue of paramount importance in healthcare strategic planning. In this research, a mathematical model is developed for the location of multi-service health centers, assuming probabilistic demand and service time. Since patients may be shifted to another service after receiving a service by doctors’ order, health system is considered a Jackson queueing network. We assume that patients have “probabilistic choice behavior” and the primary factors contributing to their choice of one center over another are their proximity to the center and the number of medical services offered by the center. The proposed mixed integer nonlinear programming model...
A framework to exploit the structure of and solve set packing problems with a semi-block-angular structure
, Article Computers and Industrial Engineering ; Volume 137 , 2019 ; 03608352 (ISSN) ; Eshghi, K ; Sharif University of Technology
Elsevier Ltd
2019
Abstract
Real-world, large-scale problems often have coefficient matrices with special structures that can be obtained by reordering their rows and columns. One fundamental problem in the field of combinatorial optimization is the Set Packing Problem (SPP), which takes on added significance in view of its far-reaching applications in routing and scheduling problems, scheduling surgical procedures, the winner determination problem, forestry, production management, etc. The coefficient matrix of this problem has low density (the number of 1’s is much less than the number of 0’s in the matrix); therefore, by reordering the matrix, one can aggregate its 1’s in order to exploit special structures like...
A nested decomposition approach for a large scale set covering problem: a model with a variety of applications in industry 4.0
, Article Springer Optimization and Its Applications ; Volume 152 , 2019 , Pages 165-177 ; 19316828 (ISSN) ; Eshghi, K ; Sharif University of Technology
Springer
2019
Abstract
This chapter at first proposes a framework to solve set covering problems (SCPs) with block-angular structures through solving their sub-problems and then develop the method for solving general SCPs without this structure. The proposed framework generates a guaranteed solution for the SCPs with block-angular structure based on a theorem which relates the optimal solution of the original problem to the optimal solutions of its sub-problems. Therefore, since sub-problems involve much fewer constraints and variables than the original problem, the complexity to solve the original SCP is much reduced. In addition, a method to exploit the block-angular structure of SCPs is proposed, using...
A nested decomposition approach for a large scale set covering problem: a model with a variety of applications in industry 4.0
, Article Springer Optimization and Its Applications ; Volume 152 , 2019 , Pages 165-177 ; 19316828 (ISSN) ; Eshghi, K ; Sharif University of Technology
Springer
2019
Abstract
This chapter at first proposes a framework to solve set covering problems (SCPs) with block-angular structures through solving their sub-problems and then develop the method for solving general SCPs without this structure. The proposed framework generates a guaranteed solution for the SCPs with block-angular structure based on a theorem which relates the optimal solution of the original problem to the optimal solutions of its sub-problems. Therefore, since sub-problems involve much fewer constraints and variables than the original problem, the complexity to solve the original SCP is much reduced. In addition, a method to exploit the block-angular structure of SCPs is proposed, using...
A novel decomposition approach to set covering problems by exploiting special structures
, Article International Journal of Mathematics in Operational Research ; Volume 21, Issue 2 , 2022 , Pages 254-279 ; 17575850 (ISSN) ; Eshghi, K ; Sharif University of Technology
Inderscience Publishers
2022
Abstract
The set covering problem (SCP) has quite a large coefficient matrix in practical problems, but due to its low density, most of its entries are zero. Drawing on this observation, some methods can be developed to exploit special structures of the coefficient matrix of an SCP in such a way that they contain smaller dense subproblems. Against this backdrop, in this paper, three structures, namely 'partitioned', 'semi-block angular', and 'block angular', are proposed. To begin with, some heuristic methods are presented to exploit these structures of the coefficient matrices of SCPs; then, by optimally solving the smaller subproblems of these structures, their solutions are used to solve the whole...
Solving airline crew pairing problems through constraint partitioning
, Article European Journal of Industrial Engineering ; Volume 17, Issue 1 , 2023 , Pages 29-59 ; 17515254 (ISSN) ; Eshghi, K ; Sharif University of Technology
Inderscience Publishers
2023
Abstract
In this paper, a decomposition technique based on constraint partitioning is developed to solve the crew pairing problem (CPP) which has an overriding importance in the airline industry as it determines the crew cost. The method is based on the observation that in large-scale problems, the constraints can be partitioned to some sub-problems which involve special subsets of variables. The resultant structure is called the 'partitioned structure'. Therefore, in the proposed method, first, a feasible solution is generated for a reduced CPP with a 'partitioned structure' through the optimal solutions of its sub-problems. Then, at each step, the feasible solution is improved through...
Multi-service Healthcare Network Design Assuming Patients' Choice Behavior and Their Transfers Between Services
, M.Sc. Thesis Sharif University of Technology ; Eshghi, Koorosh (Supervisor)
Abstract
Efficient location of health centers is an essential decesion in healthcare strategic planning. Nowadays constructing multi-service health centers is highly paid attention because of multiple nature of most diseases. Concentrating patients' medical services in one center prevents them from traveling to different parts of cities, especially in mega cities. In this research we have developed a mathematical model for the location of multi-service health centers assuming probabilistic demand and service time. Medical services are divided in three groups: normal, emergency and preventive. Since patients may be referred to another service after recieving a service by doctors' order, health system...
Decomposition Approaches to Set Covering and Set Packing Problems through Exploiting Special Structures (Case Sturdy: Crew Pairing Problem)
, Ph.D. Dissertation Sharif University of Technology ; Eshghi, Kourosh (Supervisor)
Abstract
In this thesis, a decomposition approach is developed to solve Set Covering Problems (SCPs) through exploiting special structures of their coefficient matrices. The coefficient matrix of an SCP is so large in practical problems, but due to its low density, most of its entries are zero. Based on this observation, some methods can be developed to aggregate the 1's of the coefficient matrix in order to create special structures involving smaller dense subproblems. In this theisis, four structures called "block-angular", "semi-block angular", "partitioned" and "nested block-angular" structures are proposed and examined. For this purpose, First, some heuristic methods based on constraint...
Application of Machine Learning Algorithms in Analysis and Prediction of Football Goalkeepers Performance and their Valuation in the Transfer Market
, M.Sc. Thesis Sharif University of Technology ; Radman, Maryam (Supervisor)
Abstract
Football transformation into an industry with extraordinary financial flow has made this popular sport an attractive field for sports analysts. The development of the computer science and data science has led to the emergence of a concept called football match analysis. The goalkeepers, as a unique member of football teams and regrading their unique features and characteristics, play a crucial role in the outcome of competitions and the success of the teams. Therefore, analysis of various aspects of their performance is one of the essential issues in the application of data science in football. In this research, three separate parts have been studied. In the first part, by using pre-match...
, M.Sc. Thesis Sharif University of Technology ; Vaziri, Manouchehr (Supervisor)
Abstract
As petroleum resources are not steadily distributed in the world and all industries and manufacturing sections are dependent on these resources, petroleum transportation is very important to the extent that availability of these resources occurs in the fastest time and costing the least possible. The objective of this study is to study the petroleum distribution through time in the world and assess its transportation efficacy during 1965-2005 in 173 countries. Collecting information about petroleum distribution between exporting countries to importing ones helped to complete the study data base. Also in this study two transportation networks, sea and land multimodal transportation network...
Photo-induced growth of silver nanoparticles using UV sensitivity of cellulose fibers
, Article Applied Surface Science ; Volume 258, Issue 7 , 2012 , Pages 2373-2377 ; 01694332 (ISSN) ; Taghavinia, N ; Sharif University of Technology
2012
Abstract
A simple method has been demonstrated to grow silver nanoparticles on the surface of cellulose fibers. The preparation is based on photo-activation of surface by ultraviolet (UV) photons, followed by chemical reduction of silver nitrate. It is found that the concentration of silver nitrate in the solution is not a determining factor, while UV intensity affects the rate of initial growth and determines the final concentration of the loaded silver. We explain the phenomena based on a model including the number of reducing sites on the surface of cellulose fibers activated by UV photons, and a release mechanism that causes a slow rate of dissolution of silver back into the solution
Home Healthcare Planning in a Multi-Service Healthcare Network Considering Dynamic Demands and Synchronized Visits
, M.Sc. Thesis Sharif University of Technology ; Radman, Maryam (Supervisor)
Abstract
The global rise in the elderly population, coupled with shortages in medical equipment and healthcare professionals, along with the profound impact of epidemic outbreaks like COVID-19, has underscored the critical significance of home healthcare on a global scale. Currently in Iran, some hospitals and private companies provide home healthcare services to patients. This research focuses on optimizing the scheduling and routing of nurses providing home care services to patients. In the face of daily planning challenges, which include both anticipated and uncertain emergency demands, we propose a method to efficiently allocate nursing resources. To address the unpredictability of emergency...
Scheduling Aircraft Takeoffs and Landings Considering Taxi Times and Landing Delay Patterns
, M.Sc. Thesis Sharif University of Technology ; Radman, Maryam (Supervisor) ; Reihaneh, Mohammad (Supervisor)
Abstract
Efficient utilization of runways, as major bottlenecks at airports, not only minimizes flight delays but also plays a vital role in reducing fuel emissions and mitigating environmental impacts. Aircraft scheduling problem studied in this paper seeks to improve this efficiency through optimally scheduling departure/arrival aircraft on multiple runways. The primary innovation of this study lies in accounting for aircraft taxi times between runways and gates, as well as the landing delay patterns, which have not been simultaneously addressed in the literature. To solve the problem, an enhanced branch-and-price method has been developed, improving upon existing approaches in the literature. It...
Effect of permeability heterogeneity on the dissolution process during carbon dioxide sequestration in saline aquifers: two-and three-dimensional structures
, Article Geomechanics and Geophysics for Geo-Energy and Geo-Resources ; Volume 8, Issue 2 , 2022 ; 23638419 (ISSN) ; Mahmoodpour, S ; Singh, M ; Omrani, S ; Sharif University of Technology
Springer Science and Business Media Deutschland GmbH
2022
Abstract
Abstract: The convection–diffusion process of carbon dioxide (CO2) dissolution in a saline reservoir is investigated to shed light on the effects of the permeability heterogeneity. Using sequential Gaussian simulation method, random permeability fields in two and three-dimension (2D and 3D) structures are generated. Quantitative (average amount of the dissolved CO2 and dissolution flux) and qualitative (pattern of the dissolved CO2 and velocity streamlines) measurements are used to investigate the results. A 3D structure shows a slightly higher dissolution flux than a 2D structure in the homogeneous condition. Results in the random permeability fields in 2D indicates an increase in the...
A novel equation to calculate primary drainage capillary pressure based on a porous plate model: Theory and application
, Article Chemical Engineering Research and Design ; Volume 195 , 2023 , Pages 247-259 ; 02638762 (ISSN) ; Hajipour, M ; Jamshidi, S ; Behnood, M ; Sharif University of Technology
Institution of Chemical Engineers
2023
Abstract
This study aims to develop an equation for primary drainage capillary pressure as a function of water saturation based on the porous plate model. Several empirical and semiempirical equations are available to calculate Pc-Sw. The results of the previous equations are not ideal, so this is an attempt to present an accurate equation to calculate Pc-Sw based on governing theoretical physical analysis to describe two-phase immiscible displacement flow in porous media. Volumetric flow rates through the core plug and porous plate are applied to calculate the transport phenomena in porous media. The equation is derived from mass and momentum transfer through a core plug, and Darcy's law is applied...
A new method in reservoir rock classification in carbonate and sandstone formations
, Article Journal of Geophysics and Engineering ; Volume 20, Issue 4 , 2023 , Pages 883-900 ; 17422132 (ISSN) ; Hajipour, M ; Jamshidi, S ; Behnood, M ; Sharif University of Technology
Oxford University Press
2023
Abstract
This study aims to improve rock-type classification by analyzing core data based on the water-oil primary drainage capillary pressure method. A modified empirical equation is proposed using permeability, porosity, and irreducible water saturation to classify rock types based on water-oil primary drainage capillary pressure. We used primary drainage capillary pressure data measured in carbonate and sandstone samples in the Ahvaz Asmari and Mansouri oilfields to evaluate the characterization number (Cn) method. This study consists of two main parts. First, the Cn method is introduced to rock typing, and the permeability is calculated from well log data. In the second part, we present rock-type...
Investigation of flame retardancy and physical-mechanical properties of zinc borate and aluminum hydroxide propylene composites
, Article Materials and Design ; Volume 29, Issue 5 , 2008 , Pages 1051-1056 ; 02613069 (ISSN) ; Rahimi, A ; Frounchi, M ; Radman, S ; Sharif University of Technology
Elsevier Ltd
2008
Abstract
In this paper, the effects of flame retardant fillers mixture, zinc borate and aluminum hydroxide, on polypropylene including various ratios of their accumulated concentrations, have been studied. Maleic anhydrate grafted polypropylene and calcium stearate have been used to increase filler-matrix interactions and filler dispersion in matrix. Effects of filler types and their concentrations on fire resistibility of different composite samples have been determined via limiting oxygen index test method. Effects of foregoing parameters on the mechanical properties of prepared samples were also investigated. Recorded data shows that adding polypropylene, containing aluminum anhydrate lump,...
Numerical simulation of carbon dioxide–nitrogen mixture dissolution in water-saturated porous media: considering cross-diffusion effects
, Article Fluids ; Volume 8, Issue 1 , 2023 ; 23115521 (ISSN) ; Singh, M ; Mahyapour, R ; Omrani, S ; Sass, I ; Sharif University of Technology
MDPI
2023
Abstract
Highlights: 1. What are the main findings? CO2–N2 mixture dissolution in brine is examined by considering the cross-diffusion effect for CO2 sequestration in a deep storage reservoir. Heterogeneity lowers the average dissolved CO2 and impedes the onset of convection. 2. What is the implication of the main finding? Correlations are developed to predict the transition time between the dissolution regimes. The possibility of impure carbon dioxide (CO2) sequestration can reduce the cost of these projects and facilitate their widespread adoption. Despite this, there are a limited number of studies that address impure CO2 sequestration aspects. In this study, we examine the convection–diffusion...
Designing the Material Transport Network on Unequal Area Facility Layout Design by Considering Empty Flows and a Compact Cerntroid-to-Centroid Network
, M.Sc. Thesis Sharif University of Technology ; Radman, Maryam (Supervisor) ; Asef Vaziri, Ardavan (Co-Supervisor)
Abstract
The material handling cost is a significant portion of the operational costs in a production system. Designing an efficient material transport network helps reduce these costs. In most unequal-area facility layout models, the total loaded trip distances are minimized, and the empty flows are overlooked. In these models, it is assumed that the transportation of load is possible through bidirectional rectilinear paths connecting pairs of departments, and the optimal location of departments is determined based on the rectilinear centroid-to-centroid distances. These assumptions lead to a complex network with a large number of edges, which is impractical to implement in reality. In this study, a...
The effects of homogenization time and cooling environment on microstructure and transformation temperatures of Ni-42.5wt%Ti-7.5wt%Cu alloy
, Article Defect and Diffusion Forum ; Volume 297-301 , 2010 , Pages 344-350 ; 10120386 (ISSN); 3908451809 (ISBN); 9783908451808 (ISBN) ; Shokuhfar, A ; Etaati, A ; Dorri M., A ; Saatian, A ; Sharif University of Technology
Trans Tech Publications Ltd
2010
Abstract
The present paper deals with different effects of homogenization time and cooling environment on Ni-42.5wt%Ti-7.5wt%Cu alloy. The alloy was prepared by vacuum arc melting. Afterwards, three homogenization times (half, one and two hour) and three cooling environments (water, air and furnace) at 1373 K were selected. Optical and Scanning Electron Microscopic methods, EDX, DSC and hardness tests have been used to evaluate the microstructure, transformation temperatures and hardness. Results indicate that specimens that were cooled in air are super-saturated. Also, the microstructure from furnace cooling has many disparities with the other cooling environments' microstructure and two types of...