Maximum-Score Diversity Selection

Name: Maximum-Score Diversity Selection
Brand: Sudwestdeutscher Verlag Fur Hochschulschriften AG
SKU: 9783838120096
Price: 256.04 PLN
Availability: InStock

A study on the selection of the best and most diverse

Autor: Thorsten Meinl

Język:

Oprawa: Miękka

Wydawca: Sudwestdeutscher Verlag Fur Hochschulschriften AG

Dostępność: Dostępna u dostawcy

Wysyłamy za 8-11 dni

256.04 zł

This book discusses the problem of Maximum-Score Diversity Selection (MSDS). Pure diversity selectio...

Informacje o książce

Autor

Thorsten Meinl

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2010

strony

132

EAN

9783838120096

ISBN

3838120094

Enbook ID

07008207

Wydawca

Sudwestdeutscher Verlag Fur Hochschulschriften AG

Waga

204

Wymiary

152 x 229 x 8

Pełny opis

This book discusses the problem of Maximum-Score Diversity Selection (MSDS). Pure diversity selection, as it is often performed e.g. in early drug discovery, is the selection of a subset of available objects that is as diverse as possible. MSDS adds a second objective, which additionally tries to maximize the "score" of the subset, which usually is the sum of scores of all elements in the subset. Thus, this problem is a classical multi-objective optimization problem since both objectives -- maximizing score and maximizing diversity -- tend to conflict with each other. The author first discusses several diversity measures and then shows that MSDS is an NP-hard optimization problem. Subsequently several methods are presented and developed to efficiently solve this special multi-objective optimization problem. A large experimental evaluation compares the effectiveness of the presented algorithms and shows how they are influenced by the search space structure.

Możesz być zainteresowany

Klienci, którzy kupili tę książkę, kupili również

Najczęściej wyszukiwane

Categories

Authors

Publishers

Produkty

Produkty

Najczęściej wyszukiwane

Categories

Authors

Publishers

Produkty

Produkty

Maximum-Score Diversity Selection

A study on the selection of the best and most diverse

Informacje o książce

Pełny opis

Możesz być zainteresowany

Klienci, którzy kupili tę książkę, kupili również