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GECCO
2007
Springer
147views Optimization» more  GECCO 2007»
14 years 9 days ago
A comparison of evaluation methods in coevolution
In this research, we compare four different evaluation methods in coevolution on the Majority Function problem. The size of the problem is selected such that an evaluation against...
Ting-Shuo Yo, Edwin D. de Jong
IWANN
2009
Springer
14 years 3 months ago
RCGA-S/RCGA-SP Methods to Minimize the Delta Test for Regression Tasks
Frequently, the number of input variables (features) involved in a problem becomes too large to be easily handled by conventional machine-learning models. This paper introduces a c...
Fernando Mateo, Dusan Sovilj, Rafael Gadea Giron&e...
EWCBR
2000
Springer
14 years 20 hour ago
Maintaining Case-Based Reasoning Systems Using Fuzzy Decision Trees
This paper proposes a methodology of maintaining Case Based Reasoning (CBR) systems by using fuzzy decision tree induction - a machine learning technique. The methodology is mainly...
Simon C. K. Shiu, Cai Hung Sun, Xizhao Wang, Danie...
ICST
2011
IEEE
13 years 4 days ago
It is Not the Length That Matters, It is How You Control It
—The length of test cases is a little investigated topic in search-based test generation for object oriented software, where test cases are sequences of method calls. While intui...
Gordon Fraser, Andrea Arcuri
ECBS
2011
IEEE
197views Hardware» more  ECBS 2011»
12 years 8 months ago
Finding Interaction Faults Adaptively Using Distance-Based Strategies
Abstract—Software systems are typically large and exhaustive testing of all possible input parameters is usually not feasible. Testers select tests that they anticipate may catch...
Renée C. Bryce, Charles J. Colbourn, D. Ric...