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» On the Complexity of Universal Programs
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COMSIS
2010
15 years 1 months ago
Metrics for evaluation of metaprogram complexity
The concept of complexity is used in many areas of computer science and software engineering. Software complexity metrics can be used to evaluate and compare quality of software de...
Robertas Damasevicius, Vytautas Stuikys
ICFP
2007
ACM
16 years 4 months ago
Relating complexity and precision in control flow analysis
We analyze the computational complexity of kCFA, a hierarchy of control flow analyses that determine which functions may be applied at a given call-site. This hierarchy specifies ...
David Van Horn, Harry G. Mairson
CORR
2007
Springer
169views Education» more  CORR 2007»
15 years 4 months ago
Algorithmic Complexity Bounds on Future Prediction Errors
We bound the future loss when predicting any (computably) stochastic sequence online. Solomonoff finitely bounded the total deviation of his universal predictor M from the true d...
Alexey V. Chernov, Marcus Hutter, Jürgen Schm...
CORR
2004
Springer
110views Education» more  CORR 2004»
15 years 4 months ago
Shannon Information and Kolmogorov Complexity
The elementary theories of Shannon information and Kolmogorov complexity are cmpared, the extent to which they have a common purpose, and where they are fundamentally different. T...
Peter Grünwald, Paul M. B. Vitányi
SMC
2007
IEEE
122views Control Systems» more  SMC 2007»
15 years 10 months ago
Can complexity science support the engineering of critical network infrastructures?
— Considerable attention is now being devoted to the study of “complexity science” with the intent of discovering and applying universal laws of highly interconnected and evo...
David Alderson, John C. Doyle