Abstract
Predictive complexity is a generalization of Kolmogorov complexity motivated by an on-line prediction scenario. It quantifies the “unpredictability” of a sequence in a particular prediction environment. This chapter surveys key results on predictive complexity for games with finitely many outcomes. The issues of existence, non-existence, uniqueness, and linear inequalities are covered.
Original language | English |
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Title of host publication | Measures of Complexity |
Subtitle of host publication | Festschrift for Alexey Chervonenkis |
Editors | Vladimir Vovk, Harris Papadopoulos, Alexander Gammerman |
Publisher | Springer |
Chapter | 8 |
Pages | 117-139 |
Number of pages | 23 |
ISBN (Electronic) | 978-3-319-21852-6 |
ISBN (Print) | 978-3-319-21851-9 |
DOIs | |
Publication status | E-pub ahead of print - 4 Sept 2015 |