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Transformation of the Decisional Leadership Role 决策领导角色的转变
Q3 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-10-03 DOI: 10.21791/ijems.2023.035
Erik Márta
Leadership decision-making is important for the successful functioning of organizations, so it is necessary for leaders to understand the factors that impact their decisions. Decision-making is always the responsibility of the leader, but in a changing world, it becomes an even more crucial factor for success. Making good decisions requires time, experience, and thorough problem-solving skills. In my research, through the analysis of scholarly sources, I have identified several role factors that clearly influence the decision-making process and its implementation. Furthermore, I have developed a self-designed questionnaire to examine the decision-making role in modern organizations. I analyzed the data from 230 respondents using various statistical methods. Based on my findings, conflict management, risk-taking, and a thorough understanding of the problem strongly determine leadership decision-making processes. The ability of leaders to effectively manage conflicts significantly impacts their decisions. Risk-taking is also of key importance, as leaders need to recognize the risks associated with a given situation and make decisions accordingly.
领导决策对于组织的成功运作很重要,因此领导者有必要了解影响其决策的因素。决策一直是领导者的责任,但在一个不断变化的世界里,它成为成功的一个更为关键的因素。做出好的决定需要时间、经验和彻底解决问题的能力。在我的研究中,通过对学术资料的分析,我确定了几个明显影响决策过程及其实施的角色因素。此外,我还自行设计了一份调查问卷来考察现代组织中的决策角色。我用各种统计方法分析了230名受访者的数据。根据我的发现,冲突管理、冒险和对问题的透彻理解在很大程度上决定了领导的决策过程。领导者有效管理冲突的能力显著影响他们的决策。承担风险也很重要,因为领导者需要认识到与特定情况相关的风险,并做出相应的决策。
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引用次数: 0
Ensuring the Success of Unorganized Retail Supply Chains of Current Times- A Developing Nation Perspective 确保当代无组织零售供应链的成功——一个发展中国家的视角
IF 1.6 Q3 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-10-01 DOI: 10.33889/ijmems.2023.8.5.051
N. Gupta, S. Prakash, Ashish Kumar
The goal of this study is to identify and evaluate key success factors (CSF) for unorganized retail supply chain management (UORSCM). The interpretative structural modelling (ISM) approach is applied for analyzing the CSFs. In India, the unorganized fast-moving consumer goods (FMCG) retail sector occupies a sizable amount of space and makes a significant GDP contribution. A total of 13 CSFs are analyzed, and to determine their driving and dependency power, MICMAC analysis is carried out. The outcome demonstrates that unorganized retailing suffers a variety of difficulties, like, the arrival of new competitors, product substitution, supplier problems, buyer threats, an increase in organized retailers, and co-manufacturer threats, in developing country settings. The factors with the highest positive impact are service quality in FMCG retail, time management at stores, product quality, and spoilage adjustment in retail. The factors, service quality in retail, time management at stores, and product quality have resulted in the highest driving power and lowest dependence power to attain the desired performance of UORSCM. The study’s findings also indicate that by focusing on these factors, unorganized retailers can efficiently handle customers.
本研究的目的是确定和评估无组织零售供应链管理的关键成功因素。解释性结构建模(ISM)方法被应用于CSF的分析。在印度,无组织的快速消费品零售业占据了相当大的空间,并对GDP做出了重大贡献。共分析了13个CSF,为了确定它们的驱动力和依赖力,进行了MICMAC分析。结果表明,在发展中国家,无组织零售业面临各种困难,如新竞争对手的到来、产品替代、供应商问题、买家威胁、有组织零售商的增加以及联合制造商的威胁。积极影响最大的因素是快速消费品零售业的服务质量、商店的时间管理、产品质量和零售业的变质调整。零售业的服务质量、商店的时间管理和产品质量等因素导致了实现UORSCM所需性能的最高驱动力和最低依赖力。研究结果还表明,通过关注这些因素,无组织的零售商可以有效地处理客户。
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引用次数: 0
A Comparative Study using Scale-2 and Scale-3 Haar Wavelet for the Solution of Higher Order Differential Equation 用尺度2和尺度3 Haar小波解高阶微分方程的比较研究
IF 1.6 Q3 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-10-01 DOI: 10.33889/ijmems.2023.8.5.055
Ratesh Kumar, Jaya Gupta
A comparative study of scale-2 and scale-3 Haar wavelet has been presented to illustrate the level of accuracy attained by both the wavelets by applying on higher order differential equations known as Emden fowler equation, which has great importance in the field of astrophysics. Approximation of space variable is done by scale-2 and scale-3 Haar wavelet method by choosing different scales. The method is tested upon several test problems. The results are computed and compared in the form of absolute errors. The numerical tests confirm the accuracy, applicability and efficiency of the proposed method with different levels using both the wavelets. By the help of MATLAB algorithm simplification of the computational process is done.
本文对尺度2和尺度3 Haar小波进行了比较研究,以说明这两种小波在天体物理学中具有重要意义的高阶微分方程(即Emden fowler方程)上的精度。通过选择不同的尺度,利用尺度2和尺度3的哈尔小波方法对空间变量进行逼近。在几个测试问题上对该方法进行了测试。结果以绝对误差的形式进行计算和比较。数值实验验证了该方法在不同层次上的准确性、适用性和有效性。借助MATLAB算法对计算过程进行了简化。
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引用次数: 0
Solving Redundancy Allocation Problems using Jaya Algorithm 用Jaya算法求解冗余分配问题
IF 1.6 Q3 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-10-01 DOI: 10.33889/ijmems.2023.8.5.046
B. Aswin, Tapan Lokhande, R. Gaonkar
Reliability-based design is related to the performance analysis of engineering systems. The redundancy allocation problem is one of the most common problems in the reliability-based design approach. The redundancy allocation problem determines the redundancy level of components in a system to maximize system reliability, subject to several constraints. In recent years, obtaining solutions to reliability-related redundancy allocation problems by means of evolving meta-heuristic algorithms has appealed to researchers due to the several drawbacks of classical mathematical methods. Meta-heuristics have shown the potential of obtaining precise solution in optimization problems and many techniques have been applied in the literature for optimal redundancy allocation. In this paper, a recently developed Jaya optimization algorithm is proposed to be applied for redundancy allocation to maximize system reliability. The Jaya algorithm is a simple, population-based intelligent meta-heuristic algorithm consisting of a single phase and an algorithm-specific parameter-less algorithm. This paper aims to present an application of the Jaya algorithm for searching the optimal solution of two redundancy allocation problems from the literature with nonlinear constraints so that system reliability is maximized. The first problem is the over speed protection system for a gas turbine, whose control system is modelled as a four-stage series system. The objective is to determine the optimal level of redundancy of the valves of the protection system under cost and weight constraints. The second one is the redundancy allocation problem of a five-stage series system with volume, weight, and cost constraints. The results are validated by comparing them with two other meta-heuristics.
基于可靠性的设计与工程系统的性能分析有关。冗余分配问题是基于可靠性的设计方法中最常见的问题之一。冗余分配问题决定了系统中组件的冗余级别,以最大限度地提高系统可靠性,并受到若干约束。近年来,利用进化元启发式算法求解与可靠性相关的冗余分配问题受到了经典数学方法的广泛关注。元启发式已经显示出在优化问题中获得精确解的潜力,并且在文献中应用了许多技术来实现最优冗余分配。本文提出了一种新的Jaya优化算法用于冗余分配,以最大限度地提高系统的可靠性。Jaya算法是一种简单的、基于群体的智能元启发式算法,由单个阶段和特定于算法的无参数算法组成。应用Jaya算法从文献中寻找具有非线性约束的两个冗余分配问题的最优解,使系统可靠性最大化。第一个问题是燃气轮机的超速保护系统,其控制系统被建模为四级串联系统。目标是在成本和重量约束下确定保护系统阀门的最佳冗余水平。二是具有体积、重量和成本约束的五级串联系统的冗余分配问题。通过将结果与另外两种元启发式方法进行比较,验证了结果。
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引用次数: 0
An Algorithm for Constructing Support of Bent Functions by Extending a Set 通过扩展集构造Bent函数支撑的一种算法
IF 1.6 Q3 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-10-01 DOI: 10.33889/ijmems.2023.8.5.060
Joseph Nelson, Chungath Srinivasan, K. V. Lakshmy
Boolean functions form the fundamental components of symmetric cryptographic systems, serving as the building blocks. Modifying bent functions makes it feasible to design Boolean functions with desired properties that exhibit high non-linearity. The current study offers a comprehensive analysis of bent functions through its support, culminating in the introduction of an algorithm for the systematic construction of four variable bent functions. This algorithm enables the complete generation of all 896 four-variable bent functions. Furthermore, we introduce a methodology for constructing n-variable bent functions (where n > 4), leveraging both the algorithm and an established secondary technique for bent function construction. Lastly, we examine the estimation of the count of bent functions by utilising certain properties associated with the support of bent functions.
布尔函数构成对称密码系统的基本组成部分,充当构建块。修改bent函数使得设计具有表现出高度非线性的期望性质的布尔函数变得可行。目前的研究通过其支持对bent函数进行了全面的分析,最终引入了一种用于系统构建四变量bent函数的算法。该算法能够完全生成所有896个四变量bent函数。此外,我们介绍了一种构造n变量bent函数(其中n>4)的方法,利用该算法和已建立的bent函数构造辅助技术。最后,我们通过利用与bent函数的支持相关的某些性质来检验bent函数计数的估计。
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引用次数: 0
Deep Learning based Model for Detection of Vitiligo Skin Disease using Pre-trained Inception V3 使用预训练的Inception V3检测白癜风皮肤病的基于深度学习的模型
IF 1.6 Q3 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-10-01 DOI: 10.33889/ijmems.2023.8.5.059
Shagun Sharma, Kalpna Guleria, Sushil Kumar, S. Tiwari
Skin diseases are commonly identified problems all over the world. There are various kinds of skin diseases, such as skin cancer, vulgaris, ichthyosis, and eczema. Vitiligo is one of the skin diseases that can occur in any area of the body, including the inner part of the mouth. This type of skin can have immense negative impacts on the human body, involving memory issues, hypertension, and mental health problems. Conventionally, dermatologists use biopsy, blood tests, and patch testing to identify the presence of skin diseases and provide medications to patients. However, these treatments don't always provide results due to the transformation of a macule into a patch. Various machine learning (ML) and deep learning (DL) models have been developed for the early identification of macules to avoid delays in treatments. This work has implemented a DL-based model for predicting and classifying vitiligo skin disease in healthy skin. The features from the images have been extracted using a pre-trained Inception V3 model and substituted for each classifier, namely, naive Bayes, convolutional neural network (CNN), random forest, and decision tree. The results have been determined as accuracy, recall, precision, area under the curve (AUC), and F1-score for Inception V3 with naive Bayes as 99.5%, 0.995, 0.995, 0.997, and 0.995, respectively. The Inception V3 with CNN has achieved 99.8% accuracy, 0.998 recall, 0.998 precision, 1.00 AUC, and 0.998 F1-score. Further, Inception V3 with random forest shows 99.9% accuracy, 0.999 recall, 0.999 precision, 1.00 AUC, and 0.999 F1-score values whereas, Inception V3 with decision tree classifier shows an accuracy value of 97.8%, 0.978 recall, 0.977 precision, 0.969 AUC, and 0.977 F1-score. Results exhibit that Inception V3 with a random forest classifier outperforms in terms of accuracy, recall, precision, and F1-score, whereas for the AUC metric, Inception V3 with a random forest and Inception V3 with CNN have shown the same outcomes of 1.00.
皮肤病是世界各地普遍存在的问题。皮肤病种类繁多,如皮肤癌症、寻常型、鱼鳞病和湿疹。白癜风是一种皮肤病,可发生在身体的任何部位,包括口腔内部。这种皮肤会对人体产生巨大的负面影响,包括记忆力问题、高血压和心理健康问题。传统上,皮肤科医生使用活检、血液测试和贴片测试来识别皮肤疾病的存在,并为患者提供药物。然而,由于黄斑变为斑块,这些治疗并不总是能带来效果。已经开发了各种机器学习(ML)和深度学习(DL)模型来早期识别黄斑,以避免治疗延迟。这项工作实现了一个基于DL的模型,用于预测和分类健康皮肤中的白癜风皮肤病。使用预先训练的Inception V3模型提取图像中的特征,并替换每个分类器,即朴素贝叶斯、卷积神经网络(CNN)、随机森林和决策树。结果被确定为Inception V3的准确度、召回率、精密度、曲线下面积(AUC)和F1分数,天真贝叶斯分别为99.5%、0.995、0.995,0.997和0.995。带有CNN的Inception V3的准确率为99.8%,召回率为0.998,精密度为0.998、AUC为1.00,F1得分为0.998。此外,具有随机森林的Inception V3显示出99.9%的准确度、0.999召回率、0.999精密度、1.00 AUC和0.999 F1分,而具有决策树分类器的InceptionV3显示出97.8%的准确度值、0.978召回率、0.977精密度、0.969 AUC和0.977 F1分。结果表明,具有随机森林分类器的Inception V3在准确性、召回率、精确度和F1分数方面表现出色,而对于AUC指标,具有随机林分类器的Incept V3和具有CNN分类器的Incession V3显示出相同的1.00结果。
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引用次数: 0
Modelling of Viscosity and Thermal Conductivity of Water-Based Nanofluids using Machine-Learning Techniques 基于机器学习技术的水基纳米流体粘度和导热性建模
IF 1.6 Q3 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-10-01 DOI: 10.33889/ijmems.2023.8.5.047
Sai Ganga, Z. Uddin, R. Asthana, H. Hassan, Arpit Bhardwaj
In this study, a variety of machine-learning algorithms are used to predict the viscosity and thermal conductivity of several water-based nanofluids. Machine learning algorithms, namely decision tree, random forest, extra tree, KNN, and polynomial regression, have been used, and their performances have been compared. The input parameters for the prediction of the thermal conductivity of nanofluids include temperature, concentration, and the thermal conductivity of nanoparticles. A three-input and a two-input model were utilized in modelling the viscosity of nanofluid. Both models considered temperature and concentration as input parameters, and additionally, the type of nanoparticle was considered for the three-input model. The order of importance of the most influential parameters in predicting both viscosity and thermal conductivity was studied. A wider range of input parameters have been considered in an open-access database. With the existing experimental data, all of the developed machine learning models exhibit reasonable agreement. Extra trees were found to provide the best results for estimating thermal conductivity, with a value of 0.9403. In predicting viscosity using a three-input model, extra trees were found to provide the best result with a value of 0.9771, and decision trees were found to provide the best results for estimating the viscosity using a two-input model with a value of 0.9678. In order to study heat transport phenomena through mathematical modelling, it is important to have an explicit mathematical expression. Therefore, the formulation of mathematical expressions for predicting viscosity and thermal conductivity has been carried out. Additionally, a comparison with the Xue and Maxwell thermal conductivity models is made to validate the results of this study, and the results are observed to be reliable.
在这项研究中,使用了多种机器学习算法来预测几种水基纳米流体的粘度和导热性。使用了机器学习算法,即决策树、随机森林、额外树、KNN和多项式回归,并比较了它们的性能。用于预测纳米流体热导率的输入参数包括温度、浓度和纳米颗粒的热导率。采用三输入和两输入模型对纳米流体的黏度进行建模。两种模型都考虑了温度和浓度作为输入参数,此外,三输入模型还考虑了纳米颗粒的类型。研究了影响粘度和导热系数预测的各参数的重要程度。在开放获取的数据库中考虑了更大范围的输入参数。与现有的实验数据相比,所开发的机器学习模型都表现出合理的一致性。发现额外的树可以提供最佳的热导率估算结果,其值为0.9403。使用三输入模型预测粘度时,发现额外树提供最佳结果,其值为0.9771;使用两输入模型估计粘度时,发现决策树提供最佳结果,其值为0.9678。为了通过数学建模来研究热传递现象,重要的是要有一个明确的数学表达式。因此,推导出预测黏度和导热系数的数学表达式。并与Xue和Maxwell导热模型进行了对比,验证了本研究的结果,结果是可靠的。
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引用次数: 0
Design and Analysis of Novel Microstrip-Based Dual-Band Compact Terahertz Antenna for Bioinformatics and Healthcare Applications 用于生物信息学和医疗保健应用的新型微带双带紧凑太赫兹天线的设计与分析
IF 1.6 Q3 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-10-01 DOI: 10.33889/ijmems.2023.8.5.049
Sandeep Kumar, A. Singh, Ashutosh Mishra
This paper presents a compact microstrip-based dual-band antenna for terahertz (THz) technology, catering to the increasing demand for high-frequency, high-gain, and wideband THz antennas. THz technology has numerous applications, including its demands in bioinformatics and healthcare. To address this need, the proposed antenna operates in two frequency bands: 3.6 THz to 4.3 THz and 5 THz to 5.7 THz, enabling its use in THz band communication. The antenna design features a microstrip patch with two transverse slots and one longitudinal slot as a radiator, fed with a microstrip line. The transverse slots enable dual-band resonance, while the longitudinal slots enhance bandwidth and efficiency. Using a 10µm thick polyamide material with a dielectric constant of 3.55, the antenna achieves a compact size of 40 × 40 µm2, lightweight construction, high radiation efficiency, and a wide impedance bandwidth. Simulation results confirm good impedance matching characteristics, with minimal voltage standing wave ratio and return loss of -10dB or less. The antenna exhibits an impedance bandwidth of -10dB at 700 GHz, a peak radiation efficiency of 85%, a peak gain of 7.86 dB, and an omnidirectional radiation pattern. These favorable attributes position the proposed antenna as an excellent choice for various THz applications, particularly in bioinformatics and healthcare applications.
本文提出了一种紧凑的基于微带的太赫兹(THz)技术双频天线,以满足对高频、高增益和宽带太赫兹天线日益增长的需求。太赫兹技术有许多应用,包括它在生物信息学和医疗保健方面的需求。为了满足这一需求,拟议的天线工作在两个频段:3.6太赫兹至4.3太赫兹和5太赫兹至5.7太赫兹,使其能够在太赫兹频段通信中使用。该天线设计的特点是一个带有两个横向槽和一个纵向槽的微带贴片作为辐射体,用微带线馈电。横向槽可以实现双频共振,而纵向槽可以提高带宽和效率。该天线采用10µm厚的聚酰胺材料,介电常数为3.55,实现了40 × 40µm2的紧凑尺寸、轻量化结构、高辐射效率和宽阻抗带宽。仿真结果证实了良好的阻抗匹配特性,具有极小的电压驻波比和-10dB以下的回波损耗。该天线在700 GHz时的阻抗带宽为-10dB,峰值辐射效率为85%,峰值增益为7.86 dB,具有全向辐射方向图。这些有利的特性使所提出的天线成为各种太赫兹应用的绝佳选择,特别是在生物信息学和医疗保健应用中。
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引用次数: 0
Extended TANYAKUMU Labelling Method to Compute Shortest Paths in Directed Networks 有向网络中计算最短路径的扩展TANYAKUMU标记方法
IF 1.6 Q3 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-10-01 DOI: 10.33889/ijmems.2023.8.5.057
Trust Tawanda, E. Munapo, Santosh Kumar, Philimon Nyamugure
Shortest path problem (SPP) has various applications in areas such as telecommunications, transportation and emergency services, and postal services among others. As a result, several algorithms have been developed to solve the SPP and related problems. The current paper extends the TANYAKUMU labelling method for solving the Travelling salesman problem (TSP) to solve SPP in directed transportation networks. Numerical illustrations are used to prove the validity of the proposed method. The main contributions of this paper are as follows: (i) modification of TSP algorithm to solve single source SPP, (ii) the developed method numerically evaluated on four increasingly complex problems of sizes 11×11, 21×21, 23×23 and 26×26 and lastly (iii) the solutions obtained from solving these four problems are compared with those obtained by Minimum incoming weight label (MIWL) algorithm. The proposed algorithm computed the same shortest paths as the MIWL algorithm on all four problems.
最短路径问题(SPP)在电信、运输和应急服务以及邮政服务等领域有着广泛的应用。因此,已经开发了几种算法来解决SPP和相关问题。本文将求解旅行商问题的TANYAKUMU标记方法推广到有向运输网络中的旅行商问题。数值算例验证了该方法的有效性。本文的主要贡献如下:(i)对TSP算法进行了改进,以解决单源SPP,(ii)对尺寸为11×11、21×21、,23×23和26×26,最后(iii)将从解决这四个问题中获得的解与通过最小输入权重标签(MIWL)算法获得的解进行比较。所提出的算法在所有四个问题上都计算出与MIWL算法相同的最短路径。
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引用次数: 0
TOPSIS based Renewable-Energy-Source-Selection using Moderator Intuitionistic Fuzzy Set 基于TOPSIS的调节直觉模糊集可再生能源选择
IF 1.6 Q3 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-10-01 DOI: 10.33889/ijmems.2023.8.5.056
B. Joshi, Navneet Joshi, A. Gegov
Many criteria must be taken into account while selecting the best renewable energy source (RES), which necessitates a sophisticated multi-criteria decision-making (MCDM) procedure. Conflicting norms, as well as insufficient and inaccurate information, make this endeavour challenging. The theory of moderator intuitionistic fuzzy set (MIFS), a generalization of intuitionistic fuzzy sets (IFSs) has been developed to handle these uncertainties. The MIFS also helps to get a higher degree of precision in the uncertain behaviours due to the moderator parameter. In this paper, first some distance measures are presented for MIFSs, and then, on the basis of the proposed distances, we suggest a TOPSIS technique for choosing the best RES inside MIFS architecture. The efficacy of the proposed MIFS-based TOPSIS technique is put to the test by comparing different wind generating systems in a case study. The findings of the study are then compared in order to demonstrate that the suggested method is superior to the existing ones.
在选择最佳可再生能源时,必须考虑许多标准,这需要复杂的多标准决策程序。相互冲突的规范以及不充分和不准确的信息使这项工作具有挑战性。为了处理这些不确定性,提出了调节直觉模糊集理论(MIFS),这是直觉模糊集的一个推广。由于调节因子参数,MIFS还有助于在不确定行为中获得更高程度的精度。在本文中,首先提出了MIFS的一些距离度量,然后,在所提出的距离的基础上,我们提出了一种TOPSIS技术来选择MIFS架构中的最佳RES。在一个案例研究中,通过比较不同的风力发电系统,对所提出的基于MIFS的TOPSIS技术的有效性进行了测试。然后将研究结果进行比较,以证明所提出的方法优于现有方法。
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引用次数: 1
期刊
International Journal of Mathematical Engineering and Management Sciences
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