Software modeling is an important activity for maintenance since it can facilitate the software comprehension as well as the understanding of its activities towards evolution, correction and adaptation. In this sense, maintainability and its subcharacteristics as presented in the ISO/IEC 9126 standard should be incorporated to the artifacts produced in the modeling activity aiming at designing ...

Article history: Received 28 October 2011 Accepted December, 5 2011 Available online 8 December 2011 Continuous generation of electricity of a power plant depends on the higher availability of its components/equipments. Higher availability of the components/equipments is inherently associated with their higher reliability and maintainability. This paper investigates the reliability, availabilit...

Over the last few years, a growing number of studies have explored how Aspect-Oriented Programming (AOP) might impact software maintainability. Most of the studies use coupling metrics to assess the impact of AOP mechanisms on maintainability attributes such as design stability. Unfortunately, the use of such metrics is fraught with dangers, which have so far not been thoroughly investigated. T...

Complexity metrics for Object-oriented systems are plentiful. Numerous studies have been undertaken to establish valid and meaningful measures of maintainability as they relate to the static structural characteristics of software. In general, these studies have lacked the empirical validation of their meaning and/or have succeeded in evaluating only partial aspects of the system. In this study ...

In software engineering it is widely acknowledged that the usage of metrics at the initial phases of the object oriented software life cycle can help designers to make better decisions and to predict external quality attributes, such as maintainability. Following this idea we have carried out three controlled experiments to ascertain if any correlation exists between the structural complexity a...

In the process of software architecture design, different decisions are made that have systemwide impact. An important decision of design stage is the selection of a suitable software architecture style. Lack of investigation on the quantitative impact of architecture styles on software quality attributes is the main problem in using such styles. So, the use of architecture styles in designing ...

A method for the prediction of software maintainability during software architecture design is presented. The method takes (1) the requirement specification, (2) the design of the architecture (3) expertise from software engineers and, possibly, (4) historical data as input and generates a prediction of the average effort for a maintenance task. Scenarios are used by the method to concretize th...

Software maintainability is regarded as one of the most important characteristics any software system. In today's digital world, expanding significance maintenance motivating development efficient prediction (SMP) models using statistical and machine learning methods. This study proposes a hyper-parameter optimizable Maintainability Prediction (HPOSMP) model hybridized approach data balancing o...

We study a learning principle based on the intuition of forming ramps. The agent tries to follow an increasing sequence of values until the agent meets a peak of reward. The resulting Value-Ramp algorithm is natural, easy to configure, and has a robust implementation with natural numbers.