1.

Record Nr.

UNINA9910483395303321

Autore

Beliakov Gleb

Titolo

Discrete Fuzzy Measures : Computational Aspects / / by Gleb Beliakov, Simon James, Jian-Zhang Wu

Pubbl/distr/stampa

Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020

ISBN

3-030-15305-3

Edizione

[1st ed. 2020.]

Descrizione fisica

1 online resource (XIV, 245 p. 44 illus., 38 illus. in color.)

Collana

Studies in Fuzziness and Soft Computing, , 1434-9922 ; ; 382

Disciplina

515.42

Soggetti

Computational intelligence

Data mining

Operations research

Management science

Computational Intelligence

Data Mining and Knowledge Discovery

Operations Research, Management Science

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Nota di bibliografia

Includes bibliographical references and indexes.

Nota di contenuto

Introduction -- Types of Fuzzy Measures -- Value and Interaction Indices -- Representations -- Fuzzy Integrals -- Symmetric Fuzzy Measures: OWA -- k–order Fuzzy Measures and k–order Aggregation Functions -- Learning Fuzzy Measures -- Index.

Sommario/riassunto

This book addresses computer scientists, IT specialists, mathematicians, knowledge engineers and programmers, who are engaged in research and practice of multicriteria decision making. Fuzzy measures, also known as capacities, allow one to combine degrees of preferences, support or fuzzy memberships into one representative value, taking into account interactions between the inputs. The notions of mutual reinforcement or redundancy are modeled explicitly through coefficients of fuzzy measures, and fuzzy integrals, such as the Choquet and Sugeno integrals combine the inputs. Building on previous monographs published by the authors and dealing with different aspects of aggregation, this book especially focuses on the Choquet and Sugeno integrals. It presents a number of



new findings concerning computation of fuzzy measures, learning them from data and modeling interactions. The book does not require substantial mathematical background, as all the relevant notions are explained. It is intended as concise, timely and self-contained guide to the use of fuzzy measures in the field of multicriteria decision making.

2.

Record Nr.

UNINA9910892973703321

Titolo

Annali della Facoltà di lingue e letterature straniere di Ca' Foscari

Pubbl/distr/stampa

Milano, : U. Mursia, 1962-1984

Brescia, : Paideia

Descrizione fisica

1 online resource

Soggetti

Philology

Comparative literature

Periodicals.

Lingua di pubblicazione

Italiano

Formato

Materiale a stampa

Livello bibliografico

Periodico