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Issue Info: 
  • Year: 

    2023
  • Volume: 

    14
  • Issue: 

    8
  • Pages: 

    197-215
Measures: 
  • Citations: 

    0
  • Views: 

    30
  • Downloads: 

    7
Abstract: 

In this paper, we present some gradient projection algorithms for solving optimization problems with a convex-constrained set. We derive the optimality condition when the convex set is a cone and under some mild assumptions, we prove the convergence of these algorithms. Finally, we apply them to quadratic problems arising in training support vector machines for the Wisconsin Diagnostic Breast Cancer (WDBC) classification problem.

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Author(s): 

NOUR ALSANA R. | SARAEI A.

Issue Info: 
  • Year: 

    2007
  • Volume: 

    17
  • Issue: 

    6
  • Pages: 

    79-84
Measures: 
  • Citations: 

    0
  • Views: 

    1065
  • Downloads: 

    0
Keywords: 
Abstract: 

A Control Chart can be designed based on heuristic, statistical, economic or economic statistical assumptions. When a control chart such as multivariate cumulative sum (MCUSUM) control chart is employed to monitor a production process, three parameters should be determined; subgroup size, sampling frequency and the control limits. This paper provides an algorithm for economic-statistical designing the PPCUSUM control charts parameters based on simulation approach. Finally, example and sensivity analysis are presented.

Yearly Impact: مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

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Author(s): 

BALOUJI H.A.

Journal: 

DEFENSE STRATEGY

Issue Info: 
  • Year: 

    2010
  • Volume: 

    8
  • Issue: 

    30
  • Pages: 

    1-25
Measures: 
  • Citations: 

    0
  • Views: 

    1280
  • Downloads: 

    0
Abstract: 

Today, countries’ power projection, along with tangible and intangible elements of power, is considered as one of the indicators of national power which through them, a country fulfills its demands by using consequences of power elements. Depending on the amount of this power, the scope and the range of countries’ power projection differs from each other. Although, many international scholars pay attention to the U.S. and Russia’s elements of strength and power projection as the world's greatest military powers, however, the prospect of China’s continuous and increasing economic growth considers the country’s likely increase of power projection.Thus, by viewing the concept of power projection, in this article, we will examine its elements in relation with China and then, with a comparative look, we study China’s power projection at regional and international level.

Yearly Impact: مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

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Issue Info: 
  • Year: 

    2009
  • Volume: 

    11
  • Issue: 

    2 (42)
  • Pages: 

    168-175
Measures: 
  • Citations: 

    0
  • Views: 

    2013
  • Downloads: 

    0
Abstract: 

Objective: To examine the efficiency of both the Zeta and density gradient centrifugation (DGC) methods for the selection of normal chromatin sperm by TUNEL, sperm chromatin dispersion (SCD), acridine orange and chromomycin A3 (CMA3).Materials and Methods: The study was performed on 63 patients. Semen analysis was carried out according to WHO criteria. Semen samples were divided into three equal portions. One portion was used as the control, the second portion was used for the Zeta method and the third portion underwent DGC method. All portions were evaluated for sperm morphology (Diff Quick staining), protamine deficiency (CMA3) and DNA integrity (SCD, AO and TUNEL). Coefficients of correlation and student’s t test were carried out using SPSS 11.5.Results: The mean percentage of abnormal sperm, protamine deficiency and DNA fragmentation in the Zeta and DGC methods were significantly decreased as compared to the control group (p<0.005). In addition, the DGC method was higher in comparison to the Zeta method in the selection of sperm with normal morphology (p<0.005). The Zeta method was higher in comparison to the DGC method in the selection of sperm with intact DNA (p<0.005).Conclusion: Both Zeta and DGC methods were effective in the selection of sperm with better quality in terms of normal morphology, normal protamine content and DNA integrity. Therefore, we suggested that the combined Zeta and DGC method should be used for selection of normal sperm.

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Issue Info: 
  • Year: 

    0
  • Volume: 

    12
  • Issue: 

    45
  • Pages: 

    47-66
Measures: 
  • Citations: 

    0
  • Views: 

    60
  • Downloads: 

    0
Abstract: 

1پیش بینی تقاضای محصولات زنجیره تأمین برای تعیین استراتژی ها و تصمیم گیری ها موضوعی بسیار با اهمیت و پرچالش است. با افزایش تنوع و تعداد محصولات، این چالش ها نیز افزایش می یابد. ارائه چارچوب ها و روش هایی که با وجود تنوع محصولی، تفاوت در کاربردها و ویژگی ها و حجم داده های مختلف، از انعطاف پذیری، دقت و مزیت های لازم برای پیش بینی همه دسته های محصولی برخوردار باشد، برای مدیران حیاتی است. در این راستا، دو مدل یادگیری با نظارت، XGBoost Regressor (XGBR) و gradient Boosting Regressor (GBR)، بر روی مجموعه داده های Global Superstore، در سایت Kaggle پیاده‎سازی شده است. این مجموعه داده شامل 3788 محصول در سه Category محصولی متنوع، هفده Sub Category و51،290 سفارش است. حجم داده های محدود محصولات سبب می گردد پیش بینی بسیاری از محصولات و کسب نتیجه مناسب از روش ها میسر و مفید نگردد. با توجه به اینکه در این تحقیق تجربی هدف پیش بینی تقاضا، بکارگیری در تصمیمات استراتژیک است، رویکردی تجمیع محصولی برای این مسئله پیشنهاد شده که با توجه به مشابهت در محصولات Sub Categoryها پیش بینی آنها به صورت تفکیک شده صورت گیرد. به منظور بررسی اثر میزان داده بر عملکرد مدل ها، داده های مجموعه داده با استفاده از تکنیک Augmentation Data افزایش یافته و با اجرای مجدد مدل ها، نتایج پیش بینی دو مدل با هم مقایسه شده اند. براساس ارزیابی نتایج پیش بینی با داده های افزایش یافته با دو معیار MSE و MAE، مدل XGBR در کمترین مقدار به ترتیب به 12/0 و 10/0، و مدل GBR نیز به مقادیر 13/0 و 15/0 دست یافته است. همچنین، نتیجه معیار D2 Score در مدل XGBR در بیشترین مقدار 97/0 و در مدل GBR مقدار 96/0 است. با افزایش داده ها، مقادیر معیارهای اندازه گیری خطای به صورت چشمگیری و تا بیش از 80 درصد کاهش یافته و در داده های با حجم بیشتر، XGBR برتری نسبی دارد. چارچوب و مدل های پیشنهادی می تواند در صنایع با مسائل مشابه در سطح استراتژی استفاده شود.

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Issue Info: 
  • Year: 

    2010
  • Volume: 

    -
  • Issue: 

    -
  • Pages: 

    0-0
Measures: 
  • Citations: 

    1
  • Views: 

    160
  • Downloads: 

    0
Keywords: 
Abstract: 

Yearly Impact: مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

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Issue Info: 
  • Year: 

    2010
  • Volume: 

    -
  • Issue: 

    -
  • Pages: 

    0-0
Measures: 
  • Citations: 

    1
  • Views: 

    107
  • Downloads: 

    0
Keywords: 
Abstract: 

Yearly Impact: مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

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Author(s): 

YELOGLU T. | SUBASI M.

Issue Info: 
  • Year: 

    2010
  • Volume: 

    34
  • Issue: 

    A1
  • Pages: 

    37-46
Measures: 
  • Citations: 

    0
  • Views: 

    348
  • Downloads: 

    122
Abstract: 

In this paper, simultaneous control of source terms is considered in a vibrational string problem. In the considered problem, the terms to be controlled are the force and the initial velocity functions. We state the generalized (weak) solution about the considered problem. The existence and uniqueness of the solution for optimal control problem is investigated. The Frechet derivative of the functional and the Lipschitz continuity of the gradient are investigated. Minimizing sequence is obtained by the method of the projection of the gradient.

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Author(s): 

MOHAMMADI ASIABADI A.

Issue Info: 
  • Year: 

    2006
  • Volume: 

    14
  • Issue: 

    52-53
  • Pages: 

    111-134
Measures: 
  • Citations: 

    1
  • Views: 

    5144
  • Downloads: 

    0
Abstract: 

Personification is one of the most important figures of speech that are manifested in poetry in several forms. Personification usually accompanies figures of speech such as ambiguity, pun, simile etc. Personification as a kind of metaphor or simile has got two bases; 'person' and 'thing', i.e. inanimate object. Whenever we attribute a human attribute or activity to or project a spiritual state and human activity into inanimate objects, the result is personification. Personification is one of the most important dimensions of beauty in Hafiz's poetry. Hafiz personified in different ways and in numerous forms and, in fact, his skill in doing so was excellent. The most important devices in Hafiz's personification include simile, metaphor, and ambiguity that occur in the ground of metaphor.

Yearly Impact: مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

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Author(s): 

NOOR M.A.

Journal: 

OPTIMIZATION LETTERS

Issue Info: 
  • Year: 

    2009
  • Volume: 

    3
  • Issue: 

    3
  • Pages: 

    411-418
Measures: 
  • Citations: 

    1
  • Views: 

    125
  • Downloads: 

    0
Keywords: 
Abstract: 

Yearly Impact: مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

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