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Well placement optimization enhancement by implementation of similarity-based mating scheme in non-dominated sorting genetic algorithm-II
, Article 79th EAGE Conference and Exhibition 2017, 12 June 2017 through 15 June 2017 ; 2017 ; 9789462822177 (ISBN) ; Sharif University of Technology
2017
Abstract
An important step in the early stages of an oilfield development is the accurate well placement (production and injection) which has a significant impact on productivity and profitability of the reservoir. Well placement optimization is a complicated task as it is a function of several contributing factors including reservoir heterogeneities and economical constraints. The complexity of this task increases when it is considered as a multi-objective problem rather than a single-objective one as it raises the evaluation time. In this work, three mating procedures, as part of multi-objective optimization algorithm utilized for this purpose, are examined in order to improve the algorithm's...
The development of a novel multi-objective optimization framework for non-vertical well placement based on a modified non-dominated sorting genetic algorithm-II
, Article Computational Geosciences ; Volume 23, Issue 5 , 2019 , Pages 1065-1085 ; 14200597 (ISSN) ; Jamshidi, S ; Zirbes, E ; Sharif University of Technology
Springer International Publishing
2019
Abstract
A single-objective well placement problem is one of the classical optimization problems in oilfield development and has been studied for many years, by researchers worldwide. However, the necessity to face practical applications and handle insufficient data in a single-objective optimization leads to the introduction of a multi-objective optimization framework, which consequently allows an engineer to manage more information. In this study, for the very first time, a multi-objective well placement optimization framework, based on a Non-dominated Sorting Genetic Algorithm-II (NSGA-II) is utilized with a similarity-based mating scheme. To represent the power of this mating procedure, it is...
Non-dominated ranked based genetic algorithm multi-objective well placement optimization
, Article 81st EAGE Conference and Exhibition 2019, 3 June 2019 through 6 June 2019 ; 2019 ; 9789462822894 (ISBN) ; Jamshidi, S ; Kamari, M ; Sharif University of Technology
EAGE Publishing BV
2019
Abstract
In the early stages of an oilfield development finding the optimum location for injection and production well is a highly crucial task. Locating these wells in the improper locations will damage the benefit of a company in million-dollars scale. Therefore, well placement should be studied accurately. Regarding to the complicated nature of the field development plan, considering well placement optimization as a single objective optimization problem could not properly satisfy all other objectives which define along with a field development plan, therefore recently, the application of multi-objective well placement optimization is introduced. In this work, for the first time Non-Dominated Rank...
Evaluation of different machine learning frameworks to predict CNL-FDC-PEF logs via hyperparameters optimization and feature selection
, Article Journal of Petroleum Science and Engineering ; Volume 208 , 2022 ; 09204105 (ISSN) ; Heidaryan, E ; Ostadhassan, M ; Sharif University of Technology
Elsevier B.V
2022
Abstract
Although being expensive and time-consuming, petroleum industry still is highly reliant on well logging for data acquisition. However, with advancements in data science and AI, methods are being sought to reduce such dependency. In this study, several important well logs, CNL, FDC and PEF from ten wells are predicted based on ML models such as multilinear regression, DNN, DT, RT, GBoost, k-NN, and XGBoost. Before applying these models, depth matching, bad hole correction, de-spiking, and preprocessing of the data, including normalization, are carried out. Three statistical metrics, R2, RMSE, and PAP, are applied to evaluate the models' performance. Results showed that RF, k-NN, and XGBoost...
An artificial neural network model for the prediction of pressure filters performance and determination of optimum turbidity for coli-form and total bacteria removal
, Article Journal of Environmental Studies ; Volume 37, Issue 60 , 2012 , Pages 129-136 ; 10258620 (ISSN) ; Hazrati, H ; Rostamian, H ; Sharif University of Technology
2012
Abstract
In water treatment processes, because of complicated and nonlinear relationships between a number of physical, chemical and operational parameters, using analytical models with the ability to capture underlying relationships using examples of the desired input-output mapping is quite suitable. Artificial Neural Networks (ANN) has been increasingly applied in the area of environmental and water resources engineering. The main advantage of Artificial Neural Networks over physical-based models is that they are data-driven. The purpose of this research is to study the performance of pressure filters on turbidity removal from water according to several parameters such as turbidity, filtration...
Development of Multi-objective Optimization Framework for Non-vertical Well Placement
, M.Sc. Thesis Sharif University of Technology ; Bazargan, Mohammad (Supervisor) ; Jamshidi, Saeed (Supervisor)
Abstract
An important step in the early stages of an oilfield development is the accurate identification of the location of production and injection wells which has a significant impact on productivity and profitability of the reservoir. Recently, operation companies in petroleum industry focus on production optimization, recovery enhancement and cost reduction; as a result, application of non-conventional wells (NCW) or non-vertical wells have dramatically increased. Well placement optimization is a complicated task as it is a function of several contributing factors including reservoir heterogeneities and economic constraints. The complexity of this task increases when it is considered as a...
Duopoly Equilibrium in Social Network Markets
, M.Sc. Thesis Sharif University of Technology ; Ramezanian, Rasol (Supervisor) ; Abam, Mohammad Ali (Supervisor)
Abstract
Economics have been thought about market, trade and money in many eras. During years, several issues regarding markets and making economic decisions have become more complicated, due to population growth and changes in market structure.we are going to discuss the classic model of Cournot in social networks in two competence companies which both produce identical products. Each individual considers a value for each product. lf friend it an individual buy a product then it can effect the individual's value of product. In this model, each company decides on quantity of its products and the selling price of products is calculated based on the amount of all productions. In Cournot model, at the...
Translation and validation study of the Persian version of the Arthritis Impact Measurement Scales 2 (AIMS2) in patients with osteoarthritis of the knee
, Article BMC Musculoskeletal Disorders ; Volume 10, Issue 1 , 2009 ; 14712474 (ISSN) ; Parnianpour, M ; Askary Ashtiani, A. R ; Hadian, M. R ; Rostamian, A ; Montazeri, A ; Sharif University of Technology
2009
Abstract
Background. The Arthritis Impact Measurement Scales 2 (AIMS2) has not been translated and validated for Persian-speaking patients with osteoarthritis of the knee. This was to provide a validated instrument to measure functional disability and health-related quality of life in patients with osteoarthritis of the knee in Iran. The aim of this study was to culturally adapt and validate the AIMS2 for Persian-speaking patients with osteoarthritis of the knee in Iran. Methods. A consecutive sample of patients with knee osteoarthritis were asked to complete the AIMS2, the Short Form Health Survey (SF-36) and four visual analog scales for pain, joint stiffness, patient's and physician's global...
New Achievable Rates In Frequency Hopped Spread Spectrum Systems
, M.Sc. Thesis Sharif University of Technology ; Marvasti, Farrokh (Supervisor)
Abstract
In this dissertation, we investigate the frequency hopped spread spectrum systems which are extensively used in many communication systems. We derive the capacity region of Synchronous Frequency Hopped Multiple Access (FHMA) channels (for any kind of noisy or nonselective fading environment) by using the side information which exists in the multi‐user detection. We assume that random hopping patterns are used by all the transmitters, and the common receiver knows the hopping patterns. We also compute the capacities of FHMA with and without power control for AWGN and noiseless MFSK (in particular BFSK) modulated systems and compare the ...
A Secure and Efficient Digital Signature Based on Polar Codes
, M.Sc. Thesis Sharif University of Technology ; Aref, Mohammad Reza (Supervisor)
Abstract
Regarding to the emergence of quantum computers and advances in the large scale implementation of them, exploiting hard problems of coding theory is of great importance.This family of problems, like those of lattices, has an acceptable resistance against classic and quantum attacks. Thus, they can be replaced with hard problems in number theory and algebra. Increasing dominance of cyberspace made us highly dependent to it. Consequently, preparing tools and methods to mitigate future threats is necessary. Digital signatures constitute an important family of cryptographic primitives. Code-based digital signatures are mostly suffering from two main drawbacks: large public key and long time of...
A misbehavior‐tolerant multipath routing protocol for wireless Ad hoc networks [electronic resource]
, Article International Journal of Research in Wireless Systems (IJRWS) ; Vol. 2, Issue 9, pp. , Sep. 2013 ; Pakravan, Mohammad Reza ; Aref, Mohammad Reza ; Sharif University of Technology
Abstract
Secure routing is a major key to service maintenance in ad hoc networks. Ad hoc nature exposes the network to several types of node misbehavior or attacks. As a result of the resource limitations in such networks nodes may have a tendency to behave selfishly. Selfish behavior can have drastic impacts on network performance. We have proposed a Misbehavior-Tolerant Multipath Routing protocol (MTMR) which detects and punishes all types of misbehavior such as selfish behavior, wormhole, sinkhole and grey-hole attacks. The protocol utilizes a proactive approach to enforce cooperation. In addition, it uses a novel data redirection method to mitigate the impact of node misbehavior on network...
When is it possible to simulate a DMC channel from another?
, Article 2013 IEEE Information Theory Workshop, ITW 2013 ; Sept , 2013 , Page(s): 1 - 5 ; 9781479913237 (ISBN) ; Yassaee, M. H ; Aref, M. R ; Gohari, A
2013
Abstract
In this paper, we study the problem of simulating a DMC channel from another DMC channel. We assume that the input to the channel we are simulating is i.i.d. and that the transmitter and receivers are provided with common randomness at limited rates. We prove bounds for simulating point-to-point, MAC and broadcast channels. As a special case, we recover the achievability part of the result of Cuff for point-to-point channel simulation via a noiseless link and shared randomness
9-Round attack on AES-256 by a 6-round property
, Article Proceedings - 2010 18th Iranian Conference on Electrical Engineering, ICEE 2010, 11 May 2010 through 13 May 2010 ; 2010 , Pages 226-230 ; 9781424467600 (ISBN) ; Soleimany, H ; Aref, M ; Sharif University of Technology
2010
Abstract
In this paper, we propose a new 6-round Related-Key Impossible Differential property of AES-256 and two related-key impossible differential attacks on 7 and 9 round AES-256, based on the proposed property. The overall complexity of the proposed 7 round attack is decreased by the factor 217. This is for the first time that a Related-Key Impossible Differential attack on 9-round AES-256 is successful. Also this is the first related-key attack on 9-round AES-256 that needs only 2 keys. Although the data and time complexities of the attack are approximately code book and exhaustive search, but we think the proposed property will be useful in future research like boomerang and rectangle attacks
An achievable rate region for a class of broadcast-relay networks
, Article IEEE Information Theory Workshop 2010, ITW 2010, 6 January 2010 through 8 January 2010, Cairo ; 2010 ; 9781424463725 (ISBN) ; Ghabeli, L ; Aref, M ; Sharif University of Technology
2010
Abstract
In this paper we define Broadcast Relay Networks (BRN) with two relays. There are a transmitter, two relays and two receivers in the network. We find an achievable rate region for it by considering full cooperation between relays. We use symmetric relaying method at relays and Marton's broadcast code construction for the transmitter.We will show that Kramer's rate region for Broadcast Relay Channel (BRC), Ghabeli's rate for symmetric two-relay network, and Marton's rate region for Broadcast Channel are special cases of our achievable rate region
Improved related-key boomerang cryptanalysis of AES-256
, Article 2010 International Conference on Information Science and Applications, ICISA 2010, 21 April 2010 through 23 April 2010 ; April , 2010 ; 9781424459438 (ISBN) ; Sharifi, A ; Aref, M ; Sharif University of Technology
2010
Abstract
A specific class of differential cryptanalytic approach, known as Related Key Boomerang Attack, has been successfully applied to several symmetric cryptographic primitives in particular encryption schemes such as Advanced Encryption Standard (AES). In this paper, we propose a new related-key boomerang attack on 8-round AES-256, a couple of ones on 9-round following the work of Gorski et al. In the first one, we attacked 8-round AES-256 with the time complexity of 279 and the data complexity of 259. The extended 8-round attack on 9-round AES-256 is more efficient than previous attacks from both time and data complexity perspectives
Developing an integrated revenue management and customer relationship management approach in the hotel industry
, Article Journal of Revenue and Pricing Management ; Volume 14, Issue 2 , March , 2015 , Pages 97-119 ; 14766930 (ISSN) ; Modarres, M ; Aref, S ; Sharif University of Technology
Palgrave Macmillan Ltd
2015
Abstract
Revenue management (RM) and customer relationship management (CRM) are the standard strategies of many hotels to increase their profitability. Although the objectives and time horizons of RM and CRM are different, they can be considered as complimentary business strategies. However, the integration has received little attention both practically and theoretically. In this study, we develop an approach to jointly make the capacity allocation and overbooking decisions considering CRM strategies over a hotel network. Hotel customers are divided based on their lifetime value into two major groups of occasional and loyal customers. Price discounts and room availability guarantee (RAG) are offered...
Achievable Rates for Relay Networks with “Partial Decode and Forward” Strategy
,
Ph.D. Dissertation
Sharif University of Technology
;
Aref, Mohammad Reza
(Supervisor)
Abstract
“Decode and Forward” is one of coding strategies used in relay channel and networks in which each relay in the network decodes the transmitted message by the sender and other relays in the network and then re-encode and transmit it to the other relays and the receiver in the network. This process results in the cooperation between the relays and the sender to remove the uncertainty of the receiver about the transmitted message. “irregular encoding-successive decoding”, “regular encoding-backward decoding” and “regular encoding-sliding window decoding” are different methods usually used in “Decode and Forward” strategy. “partial decode and forward” is a generalized form of “decode and...
Analysis of Key Agreement in Secure Networks from the View of Information Theory
, M.Sc. Thesis Sharif University of Technology ; Aref, Mohammad Reza (Supervisor)
Abstract
In this thesis the problem of simultaneously generating multiple keys among multiple terminals is investigated. After providing a survey on the related works and exploiting the problem of sharing a common secret key and a private key among three terminals, we introduce a new source model which we call it the Four-Terminal model. We consider the problem of generating three kinds of keys among legitimate terminals and investigate the problem under two different scenarios, Backward and Forward scenarios, which depend on the kind of restrictions imposed on the usage of the public channel. We derive an achievable region for the backward scenario, using the combination of superposition coding and...
Coordination in Cooperative Networks and Secret Key Agreement Using Common Information
, M.Sc. Thesis Sharif University of Technology ; Aref, Mohammad Reza (Supervisor)
Abstract
In order to utilize cooperative resources of a network, we have to investigate cooperative networks and strategies. Information theory, by introducing different concepts such as coordination and common information, gives us a suitable tool to study cooperative networks and using their resources. In this thesis, we investigate coordination and secret key agreement in cooperative networks. Our study consists of two parts. In the first part, we consider coordination and its applications in cooperative networks. For this purpose, we introduce the triangular multiterminal network as a proper model for studying empirical coordination in multiterminal networks and establish an inner and outer...
Analysis of Secret Key Agreement in The Channel Model with Side Information
, M.Sc. Thesis Sharif University of Technology ; Aref, Mohammad Reza (Supervisor)
Abstract
In this thesis, the problem of secret key agreement in the channel model with side information is studiedx. In order to investigate the problem, we consider three models according to the different ways of side information availability which are the state-dependent broadcast channel; the state-dependent broadcast channel in presence of public channel and the state-dependent wiretap channel with degraded versions of the channel state information.For the problem of secret key agreement in broadcast channels, two models, the state-dependent wiretap channel and state-dependent three receivers broadcast channel, are considered. We obtain inner and outer bounds of the secret key capacity region for...