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The IUP Journal of Computational Mathematics
December'11
Focus

Logistic regression is a form of regression which is used when the dependent is a dichotomy and the independents are of any type. Logistic regression can be used to predict a dependent variable on the basis of independents;

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A Note on the Mathematical Model of the Chemical Kinetics of a Laminar Premixed Flame
Introduction to a New Abelian Group of n-Tuples
Reduction and Summation Formulae for Basic and Polybasic Hypergeometric Series of Two Variables
Edge Product Graph and Its Properties
Solution of Multicollinearity by Generalized Inverse Regression
Some Experiments on Fitting of Gielis Curves by Simulated Annealing and Particle Swarm Methods of Global Optimization
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A Note on the Mathematical Model of the Chemical Kinetics of a Laminar Premixed Flame

-- Rasaq Oyeyemi Olayiwola

The paper studies the conservation of mass, momentum, species and energy equations describing the chemical process of lean premixed methane air combustion. It proves the existence of unique solutions and examines the properties of solutions of the time-dependent problems under certain conditions. The time-dependent temperature and species mass fraction profiles are obtained using the finite difference method.

Article Price : Rs.50

Introduction to a New Abelian Group of n-Tuples

-- Sudha Singh and M K Singh

This paper introduces a new arithmetic group of n-tuples. Properties of circulant matrix and Galois field of prime order have been used in the construction. This group of n-tuples is highly useful in information security, cryptography, coding theory, communication and image processing.

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Reduction and Summation Formulae for Basic and Polybasic Hypergeometric Series of Two Variables

-- Ritu Khanna

In this paper, making use of a known identity and summation formulae for truncated q-series, an attempt has been made to establish certain reduction and summation formulae for basic and polybasic hypergeometric series of two variables.

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Edge Product Graph and Its Properties

-- J P Thavamani and D S T Ramesh

The notation of a sum graph was introduced by Harary in 1990. A graph is said to be a sum graph if there exists a bijective labeling f from V to a set of positive integers S such that xy E E if and only if f(x) + f(y)E S. This paper defines for any connected graph G the edge function, the edge product function, the edge product graph and the unit edge product graph. The properties of edge product graph are also discussed, and then the concepts are extended to prove the theorems.

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Solution of Multicollinearity by Generalized Inverse Regression

-- R Singh

This paper axiomatically characterizes Generalized Inverse Regression (GIR) only to combat multicollinearity. Generalized Inverse (GI) estimator is a better alternative to Ordinary Least Square (OLS) estimator in case of ill-conditioning. After discussing Moore-Penrose and Rao’s generalized inverses, the paper presents a discussion as to how these could lead to a unified theory of least square estimation when the design matrix is of less than full column rank. The GI estimator is biased and there exists a trade-off between bias and variance, like in the case of ridge estimator. The GI estimator and ridge estimator both coincide with the OLS estimator when biasing parameter is zero and the rank of design matrix is equal to the number of columns respectively.

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Some Experiments on Fitting of Gielis Curves by Simulated Annealing and Particle Swarm Methods of Global Optimization

-- S K Mishra

The Gielis superformula describes almost any closed curve in terms of deformed circle or ellipse. It has found many applications in design problems. By varying the parameters of the Gielis superformula or deforming a circle by different types of functions one can generate fascinating 2D or 3D figures. However, given a figure, it is not easy to obtain the parameters that generate the figure. Thus, reverse engineering to obtain the Gielis formula is indeterminate. The present study generates some interesting 2D shapes and makes an attempt to get back the parameters by two methods of global optimization—simulated annealing and particle swarm. It has been found that while the enterprise of fitting the curve to the given shapes (closed curves) is commendably successful, the parameters that generated those curves could not be reliably estimated. It shows that while the ‘formula to geometric shape’ has uniqueness, ‘the shape to the formula’ has nonunique solutions.

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Automated Teller Machines (ATMs): The Changing Face of Banking in India

Bank Management
Information and communication technology has changed the way in which banks provide services to its customers. These days the customers are able to perform their routine banking transactions without even entering the bank premises. ATM is one such development in recent years, which provides remote banking services all over the world, including India. This paper analyzes the development of this self-service banking in India based on the secondary data.

The Information and Communication Technology (ICT) is playing a very important role in the progress and advancement in almost all walks of life. The deregulated environment has provided an opportunity to restructure the means and methods of delivery of services in many areas, including the banking sector. The ICT has been a focused issue in the past two decades in Indian banking. In fact, ICTs are enabling the banks to change the way in which they are functioning. Improved customer service has become very important for the very survival and growth of banking sector in the reforms era. The technological advancements, deregulations, and intense competition due to the entry of private sector and foreign banks have altered the face of banking from one of mere intermediation to one of provider of quick, efficient and customer-friendly services. With the introduction and adoption of ICT in the banking sector, the customers are fast moving away from the traditional branch banking system to the convenient and comfort of virtual banking. The most important virtual banking services are phone banking, mobile banking, Internet banking and ATM banking. These electronic channels have enhanced the delivery of banking services accurately and efficiently to the customers. The ATMs are an important part of a bank’s alternative channel to reach the customers, to showcase products and services and to create brand awareness. This is reflected in the increase in the number of ATMs all over the world. ATM is one of the most widely used remote banking services all over the world, including India. This paper analyzes the growth of ATMs of different bank groups in India.
International Scenario

If ATMs are largely available over geographically dispersed areas, the benefit from using an ATM will increase as customers will be able to access their bank accounts from any geographic location. This would imply that the value of an ATM network increases with the number of available ATM locations, and the value of a bank network to a customer will be determined in part by the final network size of the banking system. The statistical information on the growth of branches and ATM network in select countries.

Indian Scenario

The financial services industry in India has witnessed a phenomenal growth, diversification and specialization since the initiation of financial sector reforms in 1991. Greater customer orientation is the only way to retain customer loyalty and withstand competition in the liberalized world. In a market-driven strategy of development, customer preference is of paramount importance in any economy. Gone are the days when customers used to come to the doorsteps of banks. Now the banks are required to chase the customers; only those banks which are customercentric and extremely focused on the needs of their clients can succeed in their business today.

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