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ICANN
2009
Springer
15 years 5 months ago
Measuring and Optimizing Behavioral Complexity for Evolutionary Reinforcement Learning
Model complexity is key concern to any artificial learning system due its critical impact on generalization. However, EC research has only focused phenotype structural complexity ...
Faustino J. Gomez, Julian Togelius, Jürgen Sc...
SIGSOFT
2007
ACM
15 years 12 months ago
Measuring empirical computational complexity
The standard language for describing the asymptotic behavior of algorithms is theoretical computational complexity. We propose a method for describing the asymptotic behavior of p...
Simon Goldsmith, Alex Aiken, Daniel Shawcross Wilk...
IEEEICCI
2006
IEEE
15 years 5 months ago
Adopting the Cognitive Complexity Measure for Business Process Models
Business process models, often modelled using graphical languages like UML, serve as a base for communication between the stakeholders in the software development process. To fulļ...
Volker Gruhn, Ralf Laue
ISNN
2010
Springer
14 years 9 months ago
Extension of the Generalization Complexity Measure to Real Valued Input Data Sets
Abstract. This paper studies the extension of the Generalization Complexity (GC) measure to real valued input problems. The GC measure, defined in Boolean space, was proposed as a...
Iván Gómez, Leonardo Franco, Jos&eac...
HCI
2007
15 years 20 days ago
Measuring the Screen Complexity of Web Pages
An increasing, degree of rich and dynamic content and abundant links are making Web pages visually cluttered. This paper presents a numerical tool to evaluate the screen complexity...
Fong-Ling Fu, Shao-Yuan Chiu, Chiu Hung Su