Adaptation in natural and artificial systems
Adaptation in natural and artificial systems
Design patterns: elements of reusable object-oriented software
Design patterns: elements of reusable object-oriented software
ICSE '94 Proceedings of the 16th international conference on Software engineering
Agile Software Development: Principles, Patterns, and Practices
Agile Software Development: Principles, Patterns, and Practices
Genetic Algorithms and Grouping Problems
Genetic Algorithms and Grouping Problems
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Algorithmics for Hard Problems
Algorithmics for Hard Problems
Software Botryology, Automatic Clustering of Software Systems
DEXA '98 Proceedings of the 9th International Workshop on Database and Expert Systems Applications
Automatic Clustering of Software Systems Using a Genetic Algorithm
STEP '99 Proceedings of the Software Technology and Engineering Practice
Automatic Detection of Design Problems in Object-Oriented Reengineering
TOOLS '99 Proceedings of the Technology of Object-Oriented Languages and Systems
The Orphan Adoption Problem in Architecture Maintenance
WCRE '97 Proceedings of the Fourth Working Conference on Reverse Engineering (WCRE '97)
Using Clustering Algorithms in Legacy Systems Remodularization
WCRE '97 Proceedings of the Fourth Working Conference on Reverse Engineering (WCRE '97)
Experiments with Clustering as a Software Remodularization Method
WCRE '99 Proceedings of the Sixth Working Conference on Reverse Engineering
Bunch: A Clustering Tool for the Recovery and Maintenance of Software System Structures
ICSM '99 Proceedings of the IEEE International Conference on Software Maintenance
IWPC '00 Proceedings of the 8th International Workshop on Program Comprehension
Using Automatic Clustering to Produce High-Level System Organizations of Source Code
IWPC '98 Proceedings of the 6th International Workshop on Program Comprehension
Architecture-Aware Adaptive Clustering of OO Systems
CSMR '04 Proceedings of the Eighth Euromicro Working Conference on Software Maintenance and Reengineering (CSMR'04)
Proceedings of the 8th annual conference on Genetic and evolutionary computation
API-Based and Information-Theoretic Metrics for Measuring the Quality of Software Modularization
IEEE Transactions on Software Engineering
The Current State and Future of Search Based Software Engineering
FOSE '07 2007 Future of Software Engineering
Editorial: Search-based software engineering
Computers and Operations Research
Locating dependence structures using search-based slicing
Information and Software Technology
Genetic Synthesis of Software Architecture
SEAL '08 Proceedings of the 7th International Conference on Simulated Evolution and Learning
Package coupling measurement in object-oriented software
Journal of Computer Science and Technology
A desiderata for refactoring-based software modularity improvement
Proceedings of the 3rd India software engineering conference
The relationship between search based software engineering and predictive modeling
Proceedings of the 6th International Conference on Predictive Models in Software Engineering
Software packaging approaches: a comparison framework
ECSA'11 Proceedings of the 5th European conference on Software architecture
Deriving high-level abstractions from legacy software using example-driven clustering
Proceedings of the 2011 Conference of the Center for Advanced Studies on Collaborative Research
Why the virtual nature of software makes it ideal for search based optimization
FASE'10 Proceedings of the 13th international conference on Fundamental Approaches to Software Engineering
Survey: A survey on search-based software design
Computer Science Review
Clustering methodologies for software engineering
Advances in Software Engineering
Search-based software engineering: Trends, techniques and applications
ACM Computing Surveys (CSUR)
Dynamic profiling-based approach to identifying cost-effective refactorings
Information and Software Technology
Improving software modularization via automated analysis of latent topics and dependencies
ACM Transactions on Software Engineering and Methodology (TOSEM)
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The subsystem decomposition of a software system degrades gradually during its lifetime and therefore it gets harder and harder to maintain. As a result this decomposition needs to be reconditioned from time to time. The problem is to determine a suitable subsystem decomposition that can be used as a basis for future maintenance tasks. This paper describes a new methodology that computes such a subsystem decomposition by optimizing metrics and heuristics of good subsystem design. The main idea is to treat this task as a search problem and to solve it using a genetic algorithm.