Viterbi Algorithm : Dynamic Programming, Algorithm, Likelihood Function, Markov Information Source, Hidden Markov Model, Information Theory, Error Detection and Correction
Language: English
Published by Omniscriptum, 2010
- Softcover
- New
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
AbeBooks seller since August 14, 2006
Condition: New
£ 34.65
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nach der Bestellung gedruckt Neuware - Printed after ordering - High Quality Content by WIKIPEDIA articles! The Viterbi algorithm is a dynamic programming algorithm for finding the most likely sequence of hidden states called the Viterbi path that results in a sequence of observed events, especially in the context of Markov information sources, and more generally, hidden Markov models. The forward algorithm is a closely related algorithm for computing the probability of a sequence of observed events. These algorithms belong to the realm of information theory. The algorithm makes a number of assumptions. First, both the observed events and hidden events must be in a sequence. This sequence often corresponds to time. Second, these two sequences need to be aligned, and an instance of an observed event needs to correspond to exactly one instance of a hidden event. Third, computing the most likely hidden sequence up to a certain point t must depend only on the observed event at point t, and the most likely sequence at point t 1. These assumptions are all satisfied in a first-order hidden Markov model.…
Seller Inventory # 9786130355128
- Title
- Viterbi Algorithm : Dynamic Programming, Algorithm, Likelihood Function, Markov Information Source, Hidden Markov Model, Information Theory, Error Detection and Correction
- Author
- Lambert M. Surhone
- Publisher
- Omniscriptum
- Publication year
- 2010
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 6130355122
- ISBN 13
- 9786130355128
- Item weight
- 203 grams
- Dimensions
- 220x150x8 mm
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