Optimal Testing Effort Control for Modular Software System Incorporating The Concept of Independent and Dependent Faults: A Control Theoretic Approach
In this paper, we discuss modular software system for Software Reliability GrowthModels using testing effort and study the optimal testing effort intensity for each module. The maingoal is to minimize the cost of software development when budget constraint on testing expenditureis given. We discuss...
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Balikesir University
2012-07-01
|
| Series: | An International Journal of Optimization and Control: Theories & Applications |
| Subjects: | |
| Online Access: | http://ijocta.balikesir.edu.tr/index.php/files/article/view/67/45 |
| _version_ | 1797923021312229376 |
|---|---|
| author | Kuldeep CHAUDHARY P. C. JHA |
| author_facet | Kuldeep CHAUDHARY P. C. JHA |
| author_sort | Kuldeep CHAUDHARY |
| collection | DOAJ |
| description | In this paper, we discuss modular software system for Software Reliability GrowthModels using testing effort and study the optimal testing effort intensity for each module. The maingoal is to minimize the cost of software development when budget constraint on testing expenditureis given. We discuss the evolution of faults removal dynamics in incorporating the idea of leading/independent and dependent faults in modular software system under the assumption that testing ofeach of the modulus is done independently. The problem is formulated as an optimal controlproblem and the solution to the proposed problem has been obtained by using Pontryagin MaximumPrinciple. |
| first_indexed | 2024-04-10T14:40:17Z |
| format | Article |
| id | doaj.art-55c4c464171944c18f7fdc14ef6bf9ce |
| institution | Directory Open Access Journal |
| issn | 2146-0957 2146-5703 |
| language | English |
| last_indexed | 2024-04-10T14:40:17Z |
| publishDate | 2012-07-01 |
| publisher | Balikesir University |
| record_format | Article |
| series | An International Journal of Optimization and Control: Theories & Applications |
| spelling | doaj.art-55c4c464171944c18f7fdc14ef6bf9ce2023-02-15T16:08:14ZengBalikesir UniversityAn International Journal of Optimization and Control: Theories & Applications2146-09572146-57032012-07-0122129137Optimal Testing Effort Control for Modular Software System Incorporating The Concept of Independent and Dependent Faults: A Control Theoretic ApproachKuldeep CHAUDHARYP. C. JHAIn this paper, we discuss modular software system for Software Reliability GrowthModels using testing effort and study the optimal testing effort intensity for each module. The maingoal is to minimize the cost of software development when budget constraint on testing expenditureis given. We discuss the evolution of faults removal dynamics in incorporating the idea of leading/independent and dependent faults in modular software system under the assumption that testing ofeach of the modulus is done independently. The problem is formulated as an optimal controlproblem and the solution to the proposed problem has been obtained by using Pontryagin MaximumPrinciple.http://ijocta.balikesir.edu.tr/index.php/files/article/view/67/45Software reliability growth modelsTesting resource allocationModular software systemPontryagin maximum principleTesting-effort expenditure. |
| spellingShingle | Kuldeep CHAUDHARY P. C. JHA Optimal Testing Effort Control for Modular Software System Incorporating The Concept of Independent and Dependent Faults: A Control Theoretic Approach An International Journal of Optimization and Control: Theories & Applications Software reliability growth models Testing resource allocation Modular software system Pontryagin maximum principle Testing-effort expenditure. |
| title | Optimal Testing Effort Control for Modular Software System Incorporating The Concept of Independent and Dependent Faults: A Control Theoretic Approach |
| title_full | Optimal Testing Effort Control for Modular Software System Incorporating The Concept of Independent and Dependent Faults: A Control Theoretic Approach |
| title_fullStr | Optimal Testing Effort Control for Modular Software System Incorporating The Concept of Independent and Dependent Faults: A Control Theoretic Approach |
| title_full_unstemmed | Optimal Testing Effort Control for Modular Software System Incorporating The Concept of Independent and Dependent Faults: A Control Theoretic Approach |
| title_short | Optimal Testing Effort Control for Modular Software System Incorporating The Concept of Independent and Dependent Faults: A Control Theoretic Approach |
| title_sort | optimal testing effort control for modular software system incorporating the concept of independent and dependent faults a control theoretic approach |
| topic | Software reliability growth models Testing resource allocation Modular software system Pontryagin maximum principle Testing-effort expenditure. |
| url | http://ijocta.balikesir.edu.tr/index.php/files/article/view/67/45 |
| work_keys_str_mv | AT kuldeepchaudhary optimaltestingeffortcontrolformodularsoftwaresystemincorporatingtheconceptofindependentanddependentfaultsacontroltheoreticapproach AT pcjha optimaltestingeffortcontrolformodularsoftwaresystemincorporatingtheconceptofindependentanddependentfaultsacontroltheoreticapproach |