scholarly journals ENHANCING THE ATTRIBUTES OF SOFTWARE QUALITY OF COMPONENT BASED SOFTWARE USING SOFT COMPUTING TECHNIQUES

2015 ◽  
Author(s):  
Kavita Sheoran ◽  
Dr. Om Prakash Sangwan
Keyword(s):  
Soft Computing ◽  
Software Quality ◽  
Soft Computing Techniques

scholarly journals Soft Schemes for Earthquake-Geotechnical Dilemmas

2013 ◽  
Vol 2013 ◽  
pp. 1-34
Author(s):  
Silvia García
Keyword(s):  
Soft Computing ◽  
Holistic Approach ◽  
Data Driven ◽  
Problem Solution ◽  
Identification Schemes ◽  
Soft Computing Techniques ◽  
History Of ◽  
Qualitative Knowledge ◽  
Geotechnical Problems

Models of real systems are of fundamental importance in virtually all disciplines because they can be useful for gaining a better understanding of the organism. Models make it possible to predict or simulate a system’s behavior; in earthquake geotechnical engineering, they are required for the design of new constructions and for the analysis of those that exist. Since the quality of the model typically determines an upper bound on the quality of the final problem solution, modeling is often the bottleneck in the development of the whole system. As a consequence, a strong demand for advanced modeling and identification schemes arises. During the past years, soft computing techniques have been used for developing unconventional procedures to study earthquake geotechnical problems. Considering the strengths and weaknesses of the algorithms, in this work a criterion to leverage the best features to develop efficient hybrid models is presented. Via the development of schemes for integrating data-driven and theoretical procedures, the soft computing tools are presented as reliable earthquake geotechnical models. This assertion is buttressed using a broad history of seismic events and monitored responses in complicated soils systems. Combining the versatility of fuzzy logic to represent qualitative knowledge, the data-driven efficiency of neural networks to provide fine-tuned adjustments via local search, and the ability of genetic algorithms to perform efficient coarse-granule global search, the earthquake geotechnical problems are observed, analyzed, and solved under a holistic approach.

scholarly journals Software Quality Prediction Method Using Fuzzy Logic

2021 ◽  
Vol 12 (11) ◽  
pp. 807-817
Author(s):  
Ritu, Et. al.
Keyword(s):  
Fuzzy Logic ◽  
Software Quality ◽  
Reference Model ◽  
Fuzzy Model ◽  
Prediction Method ◽  
Fuzzy Rule ◽  
Rule Base ◽  
Development Organization ◽  
Soft Computing Techniques

: Software Quality is the key priority of today’s marketplace and software development organization to which a system, technique, or factor meets particular requirements and conditions. Soft computing techniques play a vital role in developing software engineering applications. In this paper, we have identified five parameters: Reliability, Efficiency, Usability, Maintainability, and Portability for accessing the level of quality of software. A fuzzy logic-based intelligent identification methodology has been proposed to access the quality of particular software-based on five parameters. The proposed identification scheme takes these five parameters as input and predicts the quality of the software using the fuzzy rule base which is generated using various studies. As this scheme takes five inputs and each input is divided into three regions i.e. ‘Low’, ‘Medium’, ‘High’ and thus a total of 35 i.e. 243 rules has been generated to analyze the software quality. Furthermore, Mamdani fuzzy model has been used as the reference model. To show the effectiveness of the proposed methodology, simulation results have been performed in MATLAB, which shows that the software's quality closely matches with the actual one.

One-step models for soft computing techniques. Industrial application to image processing in quality assurance process

2015 ◽  
Vol 81 (5-8) ◽  
pp. 771-778 ◽  
Author(s):  
Pascual Noradino Montes Dorantes ◽  
Marco Aurelio Jiménez Gómez ◽  
Gerardo Maximiliano Méndez ◽  
Juan Pablo Nieto González ◽  
Jesús de la Rosa Elizondo
Keyword(s):  
Image Processing ◽  
Quality Assurance ◽  
Soft Computing ◽  
Industrial Application ◽  
Quality Assurance Process ◽  
Soft Computing Techniques ◽  
One Step ◽  
Assurance Process
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