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» Evolutionary testing of classes
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117
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GPEM
2006
80views more  GPEM 2006»
15 years 2 months ago
Unbounded evolutionary dynamics in a system of agents that actively process and transform their environment
Abstract. Bedau et al.'s statistical classification system for long-term evolutionary dynamics provides a test for open-ended evolution. Making this test more rigorous, and pa...
Alastair Channon
FATES
2003
Springer
15 years 7 months ago
JMLAutoTest: A Novel Automated Testing Framework Based on JML and JUnit
Abstract. Writing specifications using Java Modeling Language has been accepted for a long time as a practical approach to increasing the correctness and quality of Java programs. ...
Guoqing Xu, Zongyuang Yang
GECCO
2007
Springer
276views Optimization» more  GECCO 2007»
15 years 8 months ago
Automatic mutation test input data generation via ant colony
Fault-based testing is often advocated to overcome limitations of other testing approaches; however it is also recognized as being expensive. On the other hand, evolutionary algor...
Kamel Ayari, Salah Bouktif, Giuliano Antoniol
164
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ICANN
2010
Springer
14 years 12 months ago
Using Evolutionary Multiobjective Techniques for Imbalanced Classification Data
The aim of this paper is to study the use of Evolutionary Multiobjective Techniques to improve the performance of Neural Networks (NN). In particular, we will focus on classificati...
Sandra García, Ricardo Aler, Inés Ma...
GECCO
2004
Springer
160views Optimization» more  GECCO 2004»
15 years 7 months ago
Finding Effective Software Metrics to Classify Maintainability Using a Parallel Genetic Algorithm
The ability to predict the quality of a software object can be viewed as a classification problem, where software metrics are the features and expert quality rankings the class lab...
Rodrigo A. Vivanco, Nicolino J. Pizzi