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Machine Learning Approach to Study the Dynamics of Nonlinear Troeschs Problem Using Artificial Neural Network Models

Thesis Info

Author

Muhammad Tariq

Institute

Riphah International University

Institute Type

Private

City

Islamabad

Country

Pakistan

Thesis Completing Year

2015

Thesis Completion Status

Completed

Page

55 . : ill. ; 29 cm. +CD

Subject

Physics

Language

English

Other

Includes references;; Call No: 530.15 TAR

Added

2021-02-17 19:49:13

Modified

2023-01-06 19:20:37

ARI ID

1676712012299

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The word pricing is one of the four Ps of Marketing Mix (Product, Price, Place and Promotion) and the most important and attractive one as it bears profit and income for producer and employee. Using various pricing strategies, a rate is fixed for a product or service in order to get suitable profit. If it is not taken care, the business or service may cause you loss financially. Like this term is used in production, it is also practiced in services in order to determine inflation rates and fixing daily wages and monthly salaries, for which various pricing strategies and arithmetic formulas are used. In this paper I have come up with introduction of Pricing in Modern and Islamic perspective and then limiting the topic to pricing in services, I discussed various Shariah issues of Pricing in services in the light of Quran and Sunnah. 

Purification, Characterization and Binding of Metals to Zinc Alpha 2-Glycoprotein Zag by Employing Various Techniques

In this thesis ―Purification, Characterization and Binding of Metals to Zinc Alpha 2-Glycoprotein (ZAG) by Employing Various Techniques‖ the development of several techniques were carried out to analyze the interaction of biologically important metals of Irving William Series. The expression and purification of the ZAG protein was also optimized for the preparation of samples. The folding to the native conformation was also carried out. That ZAG protein is present in almost all fluids of the body. Since the discovery of ZAG, several studies have been carried out. The importance of ZAG as an important biochemical agent is known long before. The growing number of literature since today demonstrates that it’s an important biomarker for the cancer cachexia, prostate cancer, lipid mobilizing agent and obesity suppressor. The crystal structure of ZAG reveals that the fold and distribution of domains are similar to the Major histocompatibility complex-I (MHC-I) molecules. This class is known for their immune regulation and thus ZAG is believed as a central player in the immune system and cellular signaling. There is no clear evidence of ZAG participation in the cancerous conditions but over expression is dealt as a biomarker. The study shows that the ZAG interacts with several ligands. There interaction with metals is known for boosting the bioactivity of ZAG. Although, it’s believed long ago that the ZAG is an important protein that participate in several biochemical processes and little is known to understand the ligands bound conformations of ZAG with their targets like peptides and metals. In this current project, we were focused to get the good expression and purification procedure for the preparation of ZAG. The unnative aggregated fold of ZAG from the inclusion bodies was transformed into the native fold using refolding and dialysis method optimization. The introduction of histidine tag to the C-terminal and their successful removal by the Carboxypeptidase Y enzyme was also carried out. The results of the cleavage of histidine tag were evaluated with gel electrophoresis, Mass Spectrometry and Fluorescence Spectroscopy. The confirmation of native fold and bioactivity was also confirmed from DAUDA binding affinity using fluorescence emission. The formation of metal complex of Irving William Series with ZAG and their respective complexation analysis was also studies using MALDI-TOF MS and Fluorescence Spectroscopy. xiii It was found that the ZAG has multiple binding sites that interact with metals even in the presence of DAUDA. The X-ray tube analysis using FPXRF shows that Fe (III) and Co (II) has similar concentration of atoms bound to ZAG molecules.