Sultan Zainal Abidin University

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    8142 research outputs found

    Global convergence of a new class nonlinear conjugate gradient method with exact line search

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    Unconstrained optimization is a widespread problem that can be solved by a mathematical technique known as the conjugate gradient method. This method is chosen because of its simplicity and less use of time in solving problems that can be seen when the result has less number of iteration with a faster time of the central processing unit (CPU). Motivated by this study, we are interested in researching as there are many modifications taking place in the conjugate gradient parameter. Therefore, in this study, five conjugate gradient parameters, including the preferred conjugate gradient parameter, modification of the Hestenes-Stiefel conjugate gradient parameter, will be analyzed. We focus on the problem of unconstrained optimization using the exact line search. The proof that this conjugate gradient parameter fulfilled the condition; global convergent condition under the exact line search will be shown. The performance of the conjugate gradient method with all conjugate gradient parameters was tested using 15 optimization test functions through M A T L A B software to check whether the conjugate gradient method with the chosen conjugate gradient parameter could perform better and more efficiently than the conjugate gradient method with other conjugate gradient parameters based on the number of iterations and time. The conjugate gradient method's accuracy and efficiency with each conjugate gradient parameter will be compared based on the percentage obtained in the cumulative frequency graph. The analysis shows that the conjugate gradient method's performance with the chosen conjugate gradient parameter is more accurate and efficient than the conjugate gradient method with another conjugate gradient parameter

    Modeling fuzzy B-spline interpolation series using α-cut operation for spatial earth surface problem

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    In this paper, the series of α - cut is also known as the α - cut operation used to construct a new model of surface called Fuzzy B - spline Interpolation Series surface . The surface is called Fuzzy B - spline Interpolation Series because of the various values of α chosen in the fuzzification method. Then, the operation is combined into a B - spline surface model. This new proposed model will be used to solve spatial earth surface problems in every collected data points. The spatial earth data have values in latitude, longitude and altitude. All these values are considered as uncertainty data because of the satellite's measurement errors. Finally, constructed surfaces' results will be compared between raw data's surface and Fuzzy B - spline Interpolation Series surface

    Malay rejection on elimination of all forms of racial discrimination

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    After the change of the new government on last year on 14th General Election in May 2018, Malaysia is facing with a new administration, ideas and form of government after sixty years in the hand of previous government called as the Barisan Nasional (BN). After given the mandate by the Malaysian, the new government under the role of Pakatan Harapan (PH) wanted to ratify the international convention known as International Convention on the Elimination of All Forms of Racial Discrimination (ICERD) under the United Nation (UN) that promotes states to eliminate all form of discrimination in the government ruling. However, the ratification of ICERD has created major wrath of the Malays and Bumiputras due to inconsistency in certain aspects of special privilege and rights of the Malays and Bumiputras embedded in Article 153 of the Constitutions. ICERD imply negatively to the ‘Social Contract’, Islam as the national religion of the state and the constitutional monarchy system in Malaysia. This can be sum up as the effort of the Malay to protect its ‘Ketuanan Melayu’ as their identity. This paper is meant to study the pros and cons of the ICERD towards the people and also to analyze the reactions of the Malays especially towards the ICERD issues

    Dielectric properties measurement and pH analysis for drinking water

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    Every material has its own dielectric properties and it is also the same for water. In this research, dielectric properties measurement on water will be done to examine the water quality of drinking water whether it is safe to drink or not. Water quality in Malaysia, as well as access to water in general, is a major problem. The primary pollutants present in the water are oils, rubbish, suspended solids, sewage and toxic substances. These are consequences of untreated or only partially treated sewage caused by human activities. Thus, water quality in Malaysia is currently of some concern. The normal drinking water pH range mentioned in World Health Organization (WHO) and National Drinking Water Quality Standards (NDWQS) guidelines is between 6.5 and 8.5. The water may contain some residue even though the pH is in the range of 6 to 7.5 so it does not prove that the water is safe enough for drinking purpose. Thereby, the analysis about the water quality using the specific measuring instruments need to carry out to prove that the water in neutral pH may not be safe to drink as the pH does not prove the content of the water as clearly as dielectric properties. High Temperature Coaxial Probe as the dielectric properties measurement sensor will be used to provide better information compare to pH. The measurement parameters that had been used to determine the water quality is the dielectric constant. The results obtained from both pH and dielectric properties measurement values are been analyzed and compared and it shows that pH value for clean and contaminated water is at almost similar values while dielectric properties results show different for both clean and contaminated water

    Entrepreneurial self-efficacy and competencies: Reinterpreting entrepreneurial embedded resources

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    In a new venture development process, entrepreneurs need to have a high degree of self-confidence and competence to perform unique entrepreneurial tasks. These elements are known as built-in entrepreneurial tools. At the early stage of the new entrepreneurship process, it is important to consider these two factors, since they can influence the thought, behaviour and actions of entrepreneurs. The main purpose of this paper is to enhance our understanding of embedded entrepreneurial capital. We analysed and clarified the framework for evaluating entrepreneurial autonomy and skills. We conducted interview with business incubator tenants to compare the growth of entrepreneurial performance and skills. This study empirically demonstrates that the capacity of entrepreneurs to execute business tasks is reflected in their prior experience in executing tasks successfully. Behavioral findings have been a central factor in assessing actual entrepreneurs’ competences in the area of self-confidence. This emphasises the need to move from the emphasis to a relatively important entrepreneurial training programme which takes into account the role of entrepreneurs within the business cycle

    Breast lesions detection using FADHECAL and Multilevel Otsu Thresholding Segmentation in digital mammograms

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    Breast cancer is the most common cause of mortality among women. Early detection plays an important role to improve survival rates. Digital mammograms can be used to detect breast lesions within the breast tissue. However, digital mammograms have a limitation of low contrast images due to the low exposure factors used. As a result, the extraction of breast lesions using the region of interest (ROI) tool will be difficult and, thus, lead to misclassification. This paper presents a novel technique to detect breast lesions in digital mammograms, known as Fuzzy Anisotropic Diffusion Histogram Equalization Contrast Adaptive Limited (FADHECAL) incorporated with Multilevel Otsu Thresholding Segmentation. FADHECAL will enhance the breast lesions by reducing the image noise while preserving the details. Multilevel Otsu Thresholding Segmentation detects the breast lesions using the ROI tool at different intensity levels. The performance of FADHECAL incorporated with Multilevel Otsu Thresholding Segmentation has been tested on 115 digital mammograms from the Mammographic Image Analysis Society (MIAS) database with the abnormal conditions. The efficiency of the proposed technique is 94.8%, and the error rate is 5.2%. In conclusion, FADHECAL incorporated with the Multilevel Otsu Thresholding Segmentation has provided sufficient detection of breast lesions with the appropriate quality of the digital mammograms

    Combination of contracts in Islamic finance practices in light of hadith on prohibition of ‘two contracts in one contract’ (Bay’atan fi Bay’ah): A shari’ah investigation

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    To cater the dramatic changes in market demands, Islamic financial institutions supply various types of Islamic financial products and services. Some of them are categorized as a hybrid in nature, which combines more than one contract. Essentially this would be assumed to trigger the shari’ah compliant issue because, in more than one narration, the Prophet (SW) prohibits the combination of two contracts in a single agreement. As reported in many sources, the Prophet (SW) prohibited two sales in one sale (bay’atan fi bay’ah) and two agreements in one agreement (safqatan fi safqah). Also, he prohibited the combination of sale and loan contracts (bay’ wa salaf) in a single arrangement. Thus, this study investigates the shari’ah status of Islamic financial hybrid products in light of these prophetic narrations. This study is qualitative, and a method of document analysis, both classical and contemporary, has been followed to achieve the study's objective. The study concludes that the combination of more than one contract in a single arrangement is not prohibited in general; it shall be subject to the nature and essence of the contracts instead. A combination of partnership with the lease contract is not prohibited as both contracts are not inconsistent with each other. While a combination of a loan contract with another contract that begets benefit for the loan is not permissible as such combination converts the arrangement into a usurious transaction

    Establishment and optimization of plant growth media for the propagation of Ficus deltoidea var. Trengganuensis

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    Mas Cotek (Ficus deltoidea) var. trengganuensis is normally propagated using tissue culture techniques, thus required long time and under sterilized condition. Therefore, this study was conducted to determine the formulation of the most suitable plant growth media for the propagation of Mas Cotek under field condition using different rooting media. Three different experiments were done: 1) to determine the effect of plant growth media on plant traits; 2) to determine the best ratio of cocopeat (CC) and rise husk biochar (RHB); and 3) to evaluate the effect of added rooting promoting materials into plant growth media; for F. deltoidea propagation. The parameters to measure the plant growth performance were total number of root, root length, plant biomass, root biomass, chlorophyll content, and stem diameter. Soil pH, soil electrical conductivity, and plant growth media biomass were also measured. All media produced 100% rooting but plant performance were differs after one month. In first experiment, the performance of Mas Cotek in six different growth media which is biochar, bris soil, cocopeat, peatmoss, sand and mixture of 70% cocopeat:30% biochar were compared. Result obtained shows that Mas Cotek was propagated best in rice husk biochar. Seedlings propagated in this plant growth media has the highest number of total root, longest root length, heaviest plant and root biomass, biggest stem diameter and highest chlorophyll content. In the second experiment, Mas Cotek was propagated in the different ratio of CC and RHB. The treatments were 100% CC : 0% RHB, 70% CC : 30% RHB, 50% CC : 50% RHB, 30% CC : 70% RHB and 0% CC : 100% RHB. Result shows that Mas Cotek propagated best in the combination of 30% CC : 70% RHB growth media. Seedlings propagated in this treatment has highest number of total root, heaviest plant biomass, and biggest stem diameter. Even though plant seedlings also propagated well in 100% RHB, but no significant difference were observed on the number of total root, root length, root biomass and chlorophyll content between plant seedlings in both growth media. In the third experiment, the growth media with the ratio of 70% cocopeat : 30% biochar were added either with control (no material added), effective microorganism (EM), Agromedia™, Indole-3-butyric acid (IBA) organic fertilizer, peatmoss and seasol. The result showed that Mas Cotek propagated best when planted in the growth media added with IBA. Seedlings propagated in this plant growth media has the highest number of total root, longest root length, heaviest plant and root biomass, biggest stem diameter and highest chlorophyll content. The findings indicate that Mas Cotek propagated best when planted in the growth media added with IBA to ensure their best performance

    Behaviour of geomagnetic storm, horizontal geomagnetic field and solar wind parameters during solar flare and CMEs event.

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    Space weather is driven by solar activities by pulling out the variety of phenomenon such as solar flare and coronal mass ejection (CMEs). It been discovered the CMEs and solar flares have causes disturbance at near-Earth space. This paper is to examined the behaviour of geomagnetic storm, horizontal geomagnetic field and several solar wind parameters during solar flare and CMEs event at minimum of solar cycle of 24. Observational result found that association of strongest solar flare and CMEs have declined the geomagnetic storm until-150nt at 8th September 2017. Following to this, the H component reading also slightly decreased at three magnetometer location respectively. Solar flare and CMEs released the energetic particles that could disturbed the radio communications at the Earth and electronic equipment. Therefore, it was required to study and understanding the solar flare and CMEs event

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