Maximum-Score Diversity Selection

Name: Maximum-Score Diversity Selection
Brand: Sudwestdeutscher Verlag Fur Hochschulschriften AG
SKU: 9783838120096
Price: 60.51 EUR
Availability: InStock

A study on the selection of the best and most diverse

Autor: Thorsten Meinl

Jazyk:

Väzba: Brožovaná

Vydavateľ: Sudwestdeutscher Verlag Fur Hochschulschriften AG

Dostupnosť: Skladom u dodávateľa

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60.51 €

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

Informácie o knihe

Autor

Thorsten Meinl

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2010

Stránok

132

EAN

9783838120096

ISBN

3838120094

Enbook ID

07008207

Vydavateľ

Sudwestdeutscher Verlag Fur Hochschulschriften AG

Hmotnosť

204

Rozmery

152 x 229 x 8

Kompletný popis

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.

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Maximum-Score Diversity Selection

A study on the selection of the best and most diverse

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Kompletný popis

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Zákazníci, ktorí si kúpili túto knihu, kúpili tiež