Comparative Analysis of Deterministic and Nondeterministic Decision Trees

AvMikhail Moshkov

Inbunden, Engelska, 2020

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This book compares four parameters of problems in arbitrary information systems: complexity of problem representation and complexity of deterministic, nondeterministic, and strongly nondeterministic decision trees for problem solving.

Produktinformation

Utgivningsdatum:2020-03-14
Mått:155 x 235 x 23 mm
Vikt:641 g
Format:Inbunden
Språk:Engelska
Serie:Intelligent Systems Reference Library
Antal sidor:297
Förlag:Springer Nature Switzerland AG
ISBN:9783030417277

Utforska kategorier

Elektronik och kommunikationer inom Naturvetenskap och teknik
Databaser inom Data och IT
Artificiell intelligens inom Data och IT

Innehållsförteckning

Introduction.- Basic Deﬁnitions and Notation.- Lower Bounds on Complexity of Deterministic Decision Trees for Decision Tables.- Upper Bounds on Complexity and Algorithms for Construction of Deterministic Decision Trees for Decision Tables.- Bounds on Complexity and Algorithms for Construction of Nondeterministic and Strongly Nondeterministic Decision Trees for Decision Tables.- Closed Classes of Boolean Functions.- Algorithmic Problems.- Basic Deﬁnitions and Notation.- Main Reductions.- Functions on Main Diagonal and Below.- Local Upper Types of Restricted Sccf-Triples.- Bounds Inside Types.

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