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107
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GECCO
2008
Springer
129views Optimization» more  GECCO 2008»
15 years 2 months ago
Fitness calculation approach for the switch-case construct in evolutionary testing
A well-designed fitness function is essential to the effectiveness and efficiency of evolutionary testing. Fitness function design has been researched extensively. For fitness ...
Yan Wang, Zhiwen Bai, Miao Zhang, Wen Du, Ying Qin...
GECCO
2008
Springer
126views Optimization» more  GECCO 2008»
15 years 2 months ago
The impact of population size on code growth in GP: analysis and empirical validation
The crossover bias theory for bloat [18] is a recent result which predicts that bloat is caused by the sampling of short, unfit programs. This theory is clear and simple, but it ...
Riccardo Poli, Nicholas Freitag McPhee, Leonardo V...
117
Voted
GECCO
2008
Springer
121views Optimization» more  GECCO 2008»
15 years 2 months ago
Fast rule representation for continuous attributes in genetics-based machine learning
Genetic-Based Machine Learning Systems (GBML) are comparable in accuracy with other learning methods. However, efficiency is a significant drawback. This paper presents a new rep...
Jaume Bacardit, Natalio Krasnogor
ISLPED
2010
ACM
183views Hardware» more  ISLPED 2010»
15 years 2 months ago
A pareto-algebraic framework for signal power optimization in global routing
This paper proposes a framework for (signal) interconnect power optimization at the global routing stage. In a typical design flow, the primary objective of global routing is mini...
Hamid Shojaei, Tai-Hsuan Wu, Azadeh Davoodi, Twan ...
ATAL
2010
Springer
15 years 2 months ago
Incremental plan aggregation for generating policies in MDPs
Despite the recent advances in planning with MDPs, the problem of generating good policies is still hard. This paper describes a way to generate policies in MDPs by (1) determiniz...
Florent Teichteil-Königsbuch, Ugur Kuter, Gui...
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