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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
Sun Feb 03 2019
Journal Name
Journal Of The College Of Education For Women
سياسة التنمية الاقليمية ودورها في نشوء المستقرات البشرية وتطورها
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Publication Date
Sat Feb 02 2019
Journal Name
Journal Of The College Of Education For Women
دراسة تاريخية للمجتمع الاسلامي في كتاب البصائر والذخائر للتوحيدي
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Publication Date
Sun Jan 01 2012
Journal Name
Journal Of The College Of Languages (jcl)
Der dass-Satz und Infinitivsatz im Deutschen und Arabischen
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Bekanntlich hat jede Sprache ihre eigenen charakteristischen Besonderheiten. Davon ausgehend gibt es auch gewisse Unterschiede zwischen dem Arabischen und dem Deutschen. Zu den wichtigsten Gebieten der deutschen Grammatik gehören die zusammengesetzten Sätze, vor allem Satzgefüge mit den über- und untergeordneten Sätzen. Dazu gehören auch die Äquivalente der Nebensätze, besonders die Infinitiv- und Partizipialkonstruktionen.

Die vorliegende Recherche hat eine der grammatischen Strukturen des Arabischen und des Deutschen nämlich die dass-Sätze und Infintivsätze mit zu und deren Wiedergabemöglichkeiten in den beiden Sprachen zum Inhalt, weil die Infinitivsätze mit zu den Deutschlernenden beson

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Publication Date
Tue Sep 27 2022
Journal Name
Arab Science Heritage Journal
قضية قانونية من العهد الاشوري القديم في بلاد الأناضول
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  Assyrian merchants established in the second millennium BC Assyrian commercial settlements in Anatolia, and these settlements had a great cultural value

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Publication Date
Tue Dec 28 2021
Journal Name
Arab Science Heritage Journal
ام المؤمنين ام سلمة ودورها في رواية الحديث النبوي
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    There was a huge role in the history of a muslim woman and several books have mentioned that politically or in religion and even scientifically and socially which leaded a lot of women to look up to           these women who helped in keeping the religion just in the right form for other generations

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Publication Date
Thu Dec 27 2018
Journal Name
Arab Science Heritage Journal
نبذة عن معاني الحروف في العربية دراسة توثيقية نحوية
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اهتمام العلماء العرب بالحروف مبينين معانيه موضحين مقاصده 

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Publication Date
Mon Oct 22 2018
Journal Name
Arab Science Heritage Journal
تطور تطور التعليم اليهودي في بغداد خلال العهد الملكي
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That the Jewish minority in Iraq, were considered among the Iraqi people, building.

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Publication Date
Sat Dec 01 2018
Journal Name
Al-khwarizmi Engineering Journal
pH-Control Problems of Wastewater Treatment Plants
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Experimental investigations have been carried out to investigate the pH-control problems of industrial electroplating wastewater treatment plants. The accurate and sensitive PID control system could treat most problem and disturbances in the normal operation of the water treatment. However, conventional treatment was replaced by proprietary treatment agent called a QUASIL which was found to be more effective for a wide range of pH.

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Publication Date
Fri Feb 08 2019
Journal Name
Journal Of The College Of Education For Women
العنف ضد المرأة دراسة میدانیة في مدینة بغداد / الكرخ
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Violence can be identified as an outreaching on others’ dignity,
freedom, properties, and life. Therefore, violent actions cannot be determined
only on materialistic attacks such as killing, beating, robbery, rape, and civil
wars, but it also includes the verbal attacks such as insult, threat, and cursing.
Violence against women can be identified as any bad actions that are
done against women, which lead to a physical or psychological harm, and
invade their safety and freedom whether these actions come from men or
women, against one woman or a group of women in special and general
places.
Before, the social, historical and lawful manners concentrated on
sexual distinction between the men and a woman, which

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Publication Date
Sun Jul 03 2005
Journal Name
Political Sciences Journal
البنية الاقتصادية الاجتماعية للادارة الجديدة في الولايات المتحدة الامريكية
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البنية الاقتصادية الاجتماعية للادارة الجديدة في الولايات المتحدة الامريكية

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