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Supplier selection using Fuzzy AHP and Fuzzy Vikor for XYZ Pharmaceutical Manufacturing Company 基于模糊层次分析法和模糊向量法的XYZ制药公司供应商选择
Pub Date : 2020-02-03 DOI: 10.37134/ejsmt.vol7.1.2.2020
R. M. Rani, Ahmad Fakhry Nadar
Supplier selection is not an easy process as it typically involves multiple criteria and it requires human judgment. Therefore, there is a need to have a better system for supplier selection due to uncertainty and vagueness that exist in dealing with the multiple criteria decision making (MCDM) problem. This study is aimed to identify the important criteria for the selection of the best pharmaceutical raw materials supplier for XYZ Pharmaceutical Manufacturing company by using Fuzzy Analytical Hierarchy Process (AHP) and Fuzzy VIKOR approaches. Furthermore, this paper also presents the comparison results between the two methods in determining the best supplier. Fuzzy theory was used since it provides a right tool to encounter the uncertainties and complexity of decision making environment. This study investigated eight alternative suppliers based on seven criteria evaluated by two decision makers from the company. This study has successfully identified the top three most important criteria for the selection of supplier, namely, Regulatory Compliance, Price, and Product Variety. This study highlighted that Regulatory Compliance is a new important criterion for the pharmaceutical company to consider in future supplier selection. Based on the alternative results of Fuzzy AHP, it was found that the top three most important supplier were A5, A3 and A1. While based on the alternative results of Fuzzy VIKOR, it showed that the top three most important supplier were A5, A3 and A7. The comparison results between the two methods have shown that the Fuzzy VIKOR method is more suited to the problem of supplier selection.
供应商选择不是一个简单的过程,因为它通常涉及多个标准,需要人工判断。因此,在处理多准则决策(MCDM)问题时,存在着不确定性和模糊性,需要有一个更好的供应商选择系统。本研究旨在运用模糊层次分析法(AHP)和模糊VIKOR方法,找出XYZ医药制造公司选择最佳医药原料供应商的重要标准。此外,本文还给出了两种方法在确定最佳供应商时的比较结果。采用模糊理论是因为它提供了一种正确的工具来应对决策环境的不确定性和复杂性。本研究根据公司两名决策者评估的七项标准调查了八家备选供应商。本研究成功地确定了选择供应商的三个最重要的标准,即法规遵从性、价格和产品种类。本研究强调法规合规性是制药公司在未来选择供应商时需要考虑的一个新的重要标准。根据模糊层次分析法的备选结果,发现最重要的供应商前三名分别是A5、A3和A1。而基于模糊VIKOR的替代结果显示,最重要的前三名供应商分别是A5、A3和A7。两种方法的比较结果表明,模糊VIKOR方法更适合于供应商选择问题。
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引用次数: 3
Effect of Ocimum gratissimum plant leaf extract concentration and annealing temperature on the structure and optical properties of synthesized zinc oxide nanoparticles 草叶提取物浓度和退火温度对合成氧化锌纳米颗粒结构和光学性能的影响
Pub Date : 2020-01-31 DOI: 10.37134/EJSMT.VOL7.1.1.2020
R. Mfon, S. Hall, A. Sarua
Zinc oxide nanoparticles biosynthesized using two concentrations of Ocimum gratissimum (Og) plant leaf extracts were annealed at two different temperatures. Their UV-Vis absorbance peaks at 372 nm - 375 nm indicate a blue shift in excitonic absorption and their optical energy band gap values were in the range 3.22 eV – 3.31 eV. SEM images show the nanoparticles to be polydispersed and of a wide range of sizes with smaller nanoparticles clustering around bigger micrometer- sized ones with sharp edges. An annealing temperature of 400 resulted in the sintering of the nanoparticles but nanoparticles annealed at 250 had porous surfaces suggesting a possible use in gas sensor applications. XRD patterns show that the ZnO nanoparticles have the hexagonal wurtzite structure and are of good crystalline structure. Obtained crystallite sizes increased with annealing temperature and were in the range 14 nm to 29 nm. FTIR spectra show phenols, amines and aldehydes as the available reducing agents involved in the nanoparticle synthesis. The photoluminescence (PL) spectra show two emission peaks: a UV emission peak at 369 -381 nm indicating that the zinc oxide nanoparticles exhibited band-edge photoluminescence and a green emission peak at 523 nm – 538 nm suggesting the presence of defects from singly ionized oxygen vacancies. The PL peak intensities were dependent on the annealing temperatures with the UV- emission peaks for higher annealing temperatures exhibiting a spectral shift towards lower wavelengths. Plant leaf extracts concentration and the annealing temperatures used affect the structure and optical properties of the synthesized ZnO nanoparticles.
以两种浓度的植物叶片提取物为原料合成氧化锌纳米颗粒,并在两种不同温度下进行退火处理。它们在372 ~ 375 nm处的紫外可见吸收峰表明激子吸收发生了蓝移,其光能带隙值在3.22 ~ 3.31 eV范围内。扫描电镜图像显示,纳米颗粒多分散,尺寸范围广,较小的纳米颗粒聚集在边缘锋利的较大微米级纳米颗粒周围。400℃的退火温度导致纳米颗粒烧结,但250℃退火的纳米颗粒具有多孔表面,这表明在气体传感器应用中有可能使用。XRD图谱表明,ZnO纳米颗粒具有六方纤锌矿结构,具有良好的晶体结构。所得晶粒尺寸随退火温度的升高而增大,在14 ~ 29 nm之间。红外光谱显示酚类、胺类和醛类是纳米颗粒合成中可用的还原剂。光致发光(PL)光谱显示出两个发射峰:369 ~ 381 nm处的紫外发射峰表明氧化锌纳米颗粒具有带边光致发光;523 ~ 538 nm处的绿色发射峰表明存在单电离氧空位缺陷。发光峰强度与退火温度有关,较高退火温度下的紫外发射峰表现出向较低波长的光谱偏移。植物叶提取物的浓度和退火温度影响合成的ZnO纳米粒子的结构和光学性质。
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引用次数: 4
Structure and Physical Properties of 30MgSO4-(70-x) P2O5-xSm2O3 glasses 30MgSO4-(70-x) P2O5-xSm2O3玻璃的结构与物理性能
Pub Date : 2019-12-15 DOI: 10.37134/ejsmt.vol6.2.3.2019
Aliyu Mohammed Aliyu, N E Ahmed
Glasses in the series 30MgSO4-(70-x) P2O5-xSm2O3 0.2  x 1.0 mol percent were prepared by single step melt-quench techniques, the structure, physical and optical properties of samarium oxide at different concentrations were studied. The amorphous phase of the samples was verified by X-ray diffraction spectroscopy, the structural units were investigated using Fourier Transform Infrared, Raman and NMR spectroscopy where the spectra reveal the presence of symmetric, asymmetric, torsoional and bending vibration of phosphate groups, the NMR spectra reveals the changes in Qn distribution here discussed, the compositional dependence on physical (density, average molar weight, dielectric constant, Inter-nuclear distance, Field strength, Molar volume, Molar refractivity etc) and optical parameters were determined. In terms of structural modifications, there is variation of density and molar volume, the glass sample has increasing refractive index values with decreasing molar volume content. The luminescence spectra were observed within UV-Vis-NIR region, the absorption spectra of the sample were recorded in the range of 350 to 1800 nm meanwhile, absorption edge the optical band-gap, and E was evaluated. Our result may be advantageous for many optical applications (e.g visible lasers or color displays).
采用单步熔融淬火法制备了30MgSO4-(70-x) P2O5-xSm2O3系列玻璃,研究了不同浓度氧化钐的结构、物理和光学性质。通过x射线衍射验证了样品的非晶态相,利用傅里叶变换红外光谱、拉曼光谱和核磁共振光谱对结构单元进行了研究,其中光谱显示了对称、不对称、扭转和弯曲振动的磷酸基团的存在,核磁共振光谱揭示了讨论的Qn分布的变化,以及成分与物理(密度、平均摩尔质量、介电常数、核间距离、测定了光强、摩尔体积、摩尔折射率等光学参数。在结构修饰方面,玻璃样品的密度和摩尔体积发生变化,折射率随摩尔体积含量的减小而增大。在紫外-可见-近红外光谱范围内观察发光光谱,记录样品在350 ~ 1800 nm范围内的吸收光谱,同时测定吸收边的光学带隙,并对E值进行评估。我们的结果可能有利于许多光学应用(例如可见激光或彩色显示)。
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引用次数: 4
Visualization of Intuitionistic Fuzzy B-Spline Space Curve and Its Properties 直观模糊b样条空间曲线的可视化及其性质
Pub Date : 2019-06-28 DOI: 10.37134/EJSMT.VOL6.1.6.2019
M. I. E. Zulkifly, A. Wahab
In this paper, an intuitionistic fuzzy B-spline space curve is defined and some of its properties is introduced. Firstly, intuitionistic fuzzy control point is defined based on intuitionistic fuzzy and geometrical modeling concepts. Each of the control point relation that consists of three function is find and shown. Later, the control point is blended with B-spline basis function and intuitionistic fuzzy B-spline curve is visualized. Some of the control point and space curve properties in the Euclidean space is also discussed throughout this paper.
本文定义了一种直观模糊b样条空间曲线,并介绍了它的一些性质。首先,基于直觉模糊和几何建模的概念,定义了直觉模糊控制点;找出并显示了由三个函数组成的每个控制点关系。然后,将控制点与b样条基函数相融合,可视化直观的模糊b样条曲线。本文还讨论了欧几里德空间中控制点和空间曲线的一些性质。
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引用次数: 0
Extrema Points Application in Determining Iris Region of Interest 极值点在确定虹膜感兴趣区域中的应用
Pub Date : 2019-06-26 DOI: 10.37134/EJSMT.VOL6.1.5.2019
Zuraini Othman, A. Abdullah, Sharifah Sakinah Syed Ahmad, F. Kasmin
Extrema points are usually applied to solve everyday problems, for example, to determine the potential of a created tool and for optimisation. In this study, extrema points were used to help determine the region of interest (ROI) for the iris in iris recognition systems. Iris recognition is an automated method of biometric identification that uses mathematical pattern-recognition techniques on the images of one or both irises of an individual's eyes, where the complex patterns are unique, stable, and can be seen from a distance. In order to obtain accurate results, the iris must be localised correctly. Hence, to address this issue, this paper proposed a method of iris localisation in the case of ideal and non-ideal iris images. In this study, the algorithm was based on finding the classification for the region of interest (ROI) with the help of a Support Vector Machine (SVM) by applying a histogram of grey level values as a descriptor in each region from the region growing technique. The valid ROI was found from the probabilities graph of the SVM obtained by looking at the global minimum conditions determined by a second derivative model in a graph of functions. Furthermore, the model from the global minimum condition values was used in the test phase, and the results showed that the ROI image obtained helped in the elimination of sensitive noise with the involvement of fewer computations, while reserving relevant information.
极值点通常用于解决日常问题,例如,确定创建工具的潜力并进行优化。在本研究中,使用极值点来帮助虹膜识别系统确定感兴趣区域(ROI)。虹膜识别是一种自动化的生物识别方法,它使用数学模式识别技术对个人眼睛的单侧或双侧虹膜的图像进行识别,其中复杂的模式是独特的,稳定的,并且可以从远处看到。为了获得准确的结果,必须正确定位虹膜。因此,为了解决这一问题,本文提出了一种理想和非理想虹膜图像的虹膜定位方法。在本研究中,该算法是基于在支持向量机(SVM)的帮助下找到感兴趣区域(ROI)的分类,通过使用区域生长技术中的灰度值直方图作为每个区域的描述符。通过查看函数图中的二阶导数模型确定的全局最小条件,从支持向量机的概率图中找到有效的ROI。在测试阶段采用了全局最小条件值模型,结果表明,得到的ROI图像在保留相关信息的同时,减少了计算量,消除了敏感噪声。
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引用次数: 0
Improving Students’ Perception Towards Learning Mathematics: Impact of Teaching Application of Mathematics 提高学生对数学学习的认知:数学教学应用的影响
Pub Date : 2019-06-25 DOI: 10.37134/EJSMT.VOL6.1.4.2019
F. Kasmin, Zuraini Othman, Sharifah Sakinah Syed Ahmad
Numerous decisions in our daily lives require the ability to calculate, solve problems, and employ concepts and skills in mathematics. However, students always have bad perceptions in mathematics as this subject is often challenging for students to master. Reports on issues about students’ mathematical education have been raised by many mathematics educators. Among of the issues are about difficulties in understanding mathematical concepts, attitudes towards mathematics, low achievement in mathematics and many more. Hence, the aim of this study is to explore students’ perceptions and attitudes towards mathematics by analyzing the impact of teaching application of mathematics to the students. The data were collected from Computer Science students where each participant was assigned to complete self-reported and close ended questionnaire. In this study, examination on attitudes of student include engagement, confidence and importance of mathematics. Data were analyzed by measuring the difference of individual statements on percentage of agreeing in pre – Smart for mathematics and post – Smart for mathematics. The findings show that when students learned and exposed to the application of mathematics, their engagement, confidence and importance of mathematics increases. It can concluded that by exposing students the purpose of learning mathematics in computer science, students’ positive attitude towards mathematics can be developed and hence improve their interests in learning mathematics
我们日常生活中的许多决策都需要计算、解决问题以及运用数学概念和技能的能力。然而,学生们总是对数学有不好的看法,因为这门学科对学生来说往往是具有挑战性的。许多数学教育者提出了关于学生数学教育问题的报告。这些问题包括理解数学概念的困难、对数学的态度、数学成绩低等等。因此,本研究的目的是通过分析数学教学应用对学生的影响来探讨学生对数学的认知和态度。数据是从计算机科学专业的学生中收集的,每个参与者都被分配完成自我报告和封闭式问卷。在本研究中,对学生态度的测试包括参与、信心和数学的重要性。通过测量个人陈述在数学智能前和数学智能后的同意百分比的差异来分析数据。研究结果表明,当学生学习并接触到数学的应用时,他们的参与度、信心和数学的重要性都会增加。可以得出结论,通过揭示学生在计算机科学中学习数学的目的,可以培养学生对数学的积极态度,从而提高他们学习数学的兴趣
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引用次数: 6
Assessing the Attitudes of Japanese Junior High School Students towards Course Units of Mathematics 日本初中生对数学课程单元的态度评估
Pub Date : 2019-06-24 DOI: 10.37134/ejsmt.vol6.1.3.2019
Tomoko Nishikawa, G. Izuta
This article is concerned with the assessment of feelings that Japanese junior high school students have towards unit learning of mathematics courses. To accomplish this purpose, 616 junior high school students of a typical public school were surveyed regarding their feelings towards these course units and a two-step analysis was carried out. The first part consisted of the tabulation of Likert scale type survey with 5 levels of evaluation from 1 (‘not good at’) through 5 (‘good at’) aimed to evaluate their feelings towards learning mathematics in general as part of their educational activity. Next, we looked only into the students who responded ‘no problem’. As a matter of fact, these respondents accounted for 181 students in all with 44 of them in first year, 75 in second year, and 63 in third year. Now focusing strictly on these students, we performed a correspondence analysis of their feelings towards the course units. The results are discussed in terms of this correspondence analysis, which made it clear that despite the fact that the students do not feel resistance towards learning the subjects of mathematics, they have ‘good at’ and ‘not good at’ feelings towards particular unit learning independent of the gender. In the paper, we discussed these findings in detail.
本文研究了日本初中生对数学课程单元学习的感受评价。为了达到这一目的,我们调查了一所典型公立学校的616名初中生对这些课程单元的感受,并进行了两步分析。第一部分包括李克特量表类型调查的表格,从1(“不擅长”)到5(“擅长”)的5个等级的评估,旨在评估他们对学习数学的总体感受,作为他们教育活动的一部分。接下来,我们只调查了回答“没问题”的学生。事实上,这些学生总共有181人,其中一年级44人,二年级75人,三年级63人。现在,我们严格关注这些学生,对他们对课程单元的感受进行了对应分析。根据这种对应分析讨论了结果,这清楚地表明,尽管学生对学习数学科目没有感到阻力,但他们对特定单元的学习有“擅长”和“不擅长”的感觉,与性别无关。在本文中,我们详细讨论了这些发现。
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引用次数: 2
The Use of Calcium and Magnesium Hydroxides in Acid Mine Drainage Treatment 钙镁氢氧化物在酸性矿山水处理中的应用
Pub Date : 2019-06-24 DOI: 10.37134/EJSMT.VOL6.1.2.2019
Azli B. Sulaiman, A. Othman, I. Ibrahim, M. Rozi
Reagent grade of calcium and magnesium hydroxides were used in this study to treat acid mine drainage (AMD) sample. AMD sample was collected from a tin tailing pond that located in Pengkalan Hulu, Perak which as pH around 2.87 ± 0.01. pH values had increased after treated with calcium hydroxide (Ca(OH)2) and magnesium hydroxide (Mg(OH)2), respectively. The maximum pH values obtained was 11.35 ± 0.01 by using 1.0 g of Ca(OH)2 at interval time 5 min. For Mg(OH)2, the highest pH value can be obtained was 7.22 ± 0.01 by using 1.0 g at interval time 30 min. The concentration of heavy metals such as aluminum, copper, iron, manganese, nickel and zinc were reduced after reaction with both materials.  For examples aluminum concentration was reduced from 110.33 mg/L to 2.80 mg/L and 0.01 mg/L by using 1.0 g of Ca(OH)2 and Mg(OH)2, respectively.
采用药剂级氢氧化钙和氧化镁处理酸性矿水(AMD)样品。AMD样品采集自霹雳州彭卡兰葫芦岛锡尾矿库,pH值约为2.87±0.01。经氢氧化钙(Ca(OH)2)和氢氧化镁(Mg(OH)2)处理后,pH值升高。当Ca(OH)2用量为1.0 g,反应时间间隔为5 min时,pH值最高为11.35±0.01;Mg(OH)2用量为1.0 g,反应时间间隔为30 min时,pH值最高为7.22±0.01。两种材料反应后,铝、铜、铁、锰、镍和锌等重金属的浓度均有所降低。例如,分别使用1.0 g Ca(OH)2和mg (OH)2,铝的浓度从110.33 mg/L降至2.80 mg/L和0.01 mg/L。
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引用次数: 0
Prevalence of Modern Teaching Method among Senior High School Students 现代教学方法在高中学生中的普及
Pub Date : 2019-06-21 DOI: 10.37134/EJSMT.VOL6.1.1.2019
Matronillo Martin, Gilbert Laciste, Kristine Concepcion
The main purpose of this study is to determine the effectiveness of the modern teaching method to teaching learning process. The descriptive-quantitative method was employed using a questionnaire as data gathering instrument. Frequencies, percentages and weighted mean were used to treat the data. The target population of the study was 286 of the senior high school students of the University of La Salette, Inc. – Santiago City during the school year 2018-2019. The study showed that modern teaching method has a positive impact on the learning of the students. It gives a lot of benefits that characterize a life-long learning. Also, through the modern teaching a method, students will be able to learn some values that will lead them to success. It also revealed that among the four-teaching method, brainstorming is the most effective for the students to learn. Based on the findings and conclusions of the study, it was recommended that teachers need to continually develop a method that will let their students easily to learn and in order to cope up with the needs of the students. They should always reflect on their own methods to improve the teaching learning process.  Also, in choosing an appropriate teaching method, teachers should consider his or her subject matter and students. It is not necessary that brainstorming is always effective in teaching learning process thus, when a teacher employ a teaching method he/she needs to exert an effort to fully experience the effectiveness of the teaching method. It also recommended that future researchers must use an experimentation design to determine the effectiveness of the different teaching method.
本研究的主要目的是确定现代教学方法对教学学习过程的有效性。采用描述定量方法,以问卷调查作为数据收集工具。采用频率、百分比和加权平均值对数据进行处理。该研究的目标人群是2018-2019学年圣地亚哥拉萨莱特大学的286名高中生。研究表明,现代教学方法对学生的学习有积极的影响。它提供了许多终身学习的好处。此外,通过现代教学方法,学生将能够学习一些价值观,这将导致他们的成功。研究还发现,在四种教学方法中,头脑风暴是最有效的学生学习方法。根据研究的结果和结论,建议教师需要不断开发一种方法,使学生更容易学习,以满足学生的需求。他们应该经常反思自己的方法,以改善教学学习过程。此外,在选择合适的教学方法时,教师应该考虑他或她的科目和学生。在教学过程中,头脑风暴不一定总是有效的,因此,当教师采用一种教学方法时,他/她需要付出努力来充分体验教学方法的有效性。它还建议未来的研究人员必须使用实验设计来确定不同教学方法的有效性。
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引用次数: 3
Profile of Students’ Cognitive Ability in Chemistry Learning using Chemistry Systemic Multiple Choice Questions (CSMCQs) 化学系统选择题对学生化学学习认知能力的影响
Pub Date : 2018-12-20 DOI: 10.37134/EJSMT.VOL5.2.7.2018
M. Primastuti, E. Priyambodo
The systemic approaches connect a set of interacting, functioning, and interdependent or elements with mutual relationships. The objective of this study is to analyze how students' cognitive ability profiles if measured using Chemistry Systemic Multiple Choices Questions (CSMCQs). This study was conducted by testing CSMCQs to the 157 students who studied with the usual learning approaches by teachers. Data collection technique were conducted using the objective test instruments consist of C1 to C6 cognitive abilitiy domains. Data were analyzed using descriptive percentage analysis. The results showed that students' cognitive ability is in the highest category. Based on these result, Chemistry Systemic Multiple Choice Questions (CSMCQs) can be used as an alternative learning evaluation instrument to develop students’ cognitive abilities.
系统方法将一组相互作用的、起作用的、相互依赖的或具有相互关系的元素联系起来。本研究的目的是分析使用化学系统选择题(CSMCQs)测量学生的认知能力概况。本研究通过对157名采用常规教学方法学习的学生进行csmcq测试。数据采集技术采用由C1 ~ C6认知能力域组成的客观测试仪器。数据分析采用描述性百分比分析。结果表明,学生的认知能力处于最高水平。基于这些结果,化学系统选择题可以作为一种替代性的学习评价工具来发展学生的认知能力。
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引用次数: 0
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EDUCATUM Journal of Science, Mathematics and Technology
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