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jeasiq-1688
Building the optimal portfolio for stock using multi-objective genetic algorithm - comparative analytical research in the Iraqi stock market
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Abstract:

The main objective of the research is to build an optimal investment portfolio of stocks’ listed at the Iraqi Stock Exchange after employing the multi-objective genetic algorithm within the period of time between 1/1/2006 and 1/6/2018 in the light of closing prices (43) companies after the completion of their data and met the conditions of the inspection, as the literature review has supported the diagnosis of the knowledge gap and the identification of deficiencies in the level of experimentation was the current direction of research was to reflect the aspects of the unseen and untreated by other researchers in particular, the missing data and non-reversed pieces the reality of trading at the level of companies , the financial market and concluded by choosing the most suitable one or employing multiple objective genetic algorithm tool, they are limited either by building portfolios and choose one or generate optimal portfolios without paying attention to the issue of the missing data in the data series or the omission of the possibility of generating investment portfolios and classified it according to the preferences of the investor and other employed genetic algorithm without linking them to objective of portfolio return and risk. After the application of the idea of the ​​research mentioned tools, results of quantitative analysis concluded to build two portfolios the optimal portfolio under original data and the optimal portfolio under the original data improved performance using multiple objective genetic algorithm. The optimal portfolio improved by using multiple objective genetic algorithm achieved the highest level of performance to the degree of superiority on the portfolio of the Iraq market index ; that marks the validity of the combination between objective programming and genetic algorithm to Building an optimal investment portfolio that guarantees the investor in the Iraqi stocks market the right tradeoff  between return and risk, in a manner that positively reflects the achievement of the goal of maximizing his wealth from his limited resources.

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Publication Date
Mon Jul 14 2025
Journal Name
Political Studies And Strategic
تطور تكنولوجيا الطائرات بدون طيار في ظل الحروب المستقبلية
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The development of drone technology in state of future warsDrones have recently imposed themselves as an effective multi-tasking weapon. States and armed groups have sought to possess them, due to their importance in delivering painful blows to the enemy at a low cost. This technology has played a prominent and varied role in many wars and stimulated countries to manufacture or obtain it

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Publication Date
Wed Jun 01 2005
Journal Name
Journal Of The College Of Languages (jcl)
הריאליזם ביצירותיו של אהרן מגד "דוגמאות נבחרות מיצירותיו"
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הריאליזם הספרותי במשמעו הכללי מצייג אשר כל מה מציינת בה הספרות מציורים מדוייקים לסביבה ולכן
אדם. ויש להתחשב בפרטים המשותפים לחיים היומיומית.
האסכולה הריאליזטית מצטיינת בזיאנרים אין זוכים בם איזו אסכולה ספרותית אחרת . האסכולה הזאת
הופיעה בספרות העברית החדשה כתוצאה להשפעתה של הספרות העברית בספרות העולמית האחרת ,
והמספרים העבריים בתנוטה הספרותית החדשה השתדלו במאמצים גדולים למען להתפתח את התנועה הזאת

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Publication Date
Sun Nov 04 2018
Journal Name
Arab Science Heritage Journal
الشيخ الشيخ علي خان زنكنة واصلاحاته الداخلية في ايران
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                                                                                                          Shakh Ali Khan Zangna was a minister of a big state in terms of its wide lan

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Publication Date
Wed Sep 01 2010
Journal Name
Journal Of Economics And Administrative Sciences
مكافحة ظاهرة الفساد في إطار تكامل المحتويين الإداري والاستراتيجي
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ينقسم الاتجاه الأساسي الذي يجري مناقشته في هذه الورقة إلى مستويين: الأول يركز على تحديد مضمون العلاقة بين الشفافية والفساد، فضلا عن توضيح الدور الذي يمكن أن تؤديه أخلاقيات الأعمال، لتثار التساؤلات هي: هل أن الشفافية والفساد متغيرين مرتبطين معا؟ وهل تؤثر الشفافية في الفساد؟ وهل أن وجود الشفافية كفيل بإزاحة الفساد، أم نحتاج إلى شيء أخر يدعم عملية الشفافية؟ وإذا تم التحدث عن الشفافية كمصطلح بدون وجود مما

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Publication Date
Sun Jul 07 2013
Journal Name
Journal Of Educational And Psychological Researches
العولمة الثقافية في القيم التربوية لطالبات قسم رياض الاطفال
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Seemed reflections of cultural globalization are clear on the values of communities those values that preserve each community privacy, so that became members of these communities lack the ability to distinguish clearly between what is right and what is wrong and adoption of ideas and values imported from abroad, regardless of whether positive or negative. The aim of the research was to: - 1 - Detection of cultural globalization in the educational values for students kindergarten section. 2 - To identify the most prominent educational values (social, scientific, aesthetic, moral and spiritual) globalized culture. The current Aqtsralbges on: - Department of kindergarten students to study in the morning College for Girls, Baghdad University

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Publication Date
Sun Dec 02 2018
Journal Name
Arab Science Heritage Journal
القبائل الآمورية ودورها التأريخي في بلاد الرافدين وبلاد الشام
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The research titles “Ammorrite tribes and their historical role in Mesopotamia and Levant” deals with tribe structure, nomination, political and cultural roles of these tribes in Mesopotamia and Levant, as it terminate Sumerian presence in Iraq and changed historical course and contributed in changing population landmarks and started new bright era, in addition to admitting new beliefs, gods and laws, beside ruling principles which became tribal, i.e., dynasties instead of Sumerian rulings based on religion belief.

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Publication Date
Thu Dec 13 2018
Journal Name
Arab Science Heritage Journal
صك صك الرزق في القرن الأول الهجري(البطاقة التموينية)
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 The government gave the muslims additional things to the sum of money ,it was al rizq which was given to the mujahidin .

   Those who distributed the ata where called al urafa ,they were from the best biography people

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Publication Date
Sun Mar 01 2009
Journal Name
Journal Of Accounting And Financial Studies ( Jafs )
مسؤولية مراقب الحسابات في تقويم مخاطر المشروعات الصغيرة والمتوسطة
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There are many characters which belong to small & medium projects, this is not relate to their size only but also to its quality charchcters & the quantities indicators.

There is a focus in the ownership, management, Resources beside the limited internal control system.

 the auditor must put his program according to the project’s circumstance, so auditing the small projects differs than other projects which maybe is less complex and done by limited persons

This research aims to show the responsibility of certified public accountant in evaluation the risks of the small & medium projects through depending the audit- based risk program which develop the useful information.

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Publication Date
Sun Dec 02 2007
Journal Name
Political Sciences Journal
التطورات السياسية في افريقيا جنوب الصحراء بعد الحرب الباردة
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التطورات السياسية في افريقيا جنوب الصحراء بعد الحرب الباردة

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Publication Date
Sun Jan 01 2012
Journal Name
Journal Of The College Of Languages (jcl)
הריאליזם ביצירותיו של אהרן מגד "דוגמאות נבחרות מיצירותיו"
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הקדמה

             הריאליזם הספרותי במשמעו הכללי מצייג אשר כל מה מציינת בה הספרות מציורים מדוייקים לסביבה ולכן אדם. ויש להתחשב בפרטים המשותפים לחיים היומיומית.

             האסכולה הריאליזטית מצטיינת בזיאנרים אין זוכים בם איזו אסכולה ספרותית אחרת. האסכולה הזאת הופיעה בספרות העברית החדשה כתוצאה להשפעתה של הספרות העברית בס

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