1.

Record Nr.

UNINA9910780711803321

Autore

Zhang Wenjun

Titolo

Computational ecology [[electronic resource] ] : artificial neural networks and their applications / / WenJun Zhang

Pubbl/distr/stampa

Hackensack, N.J., : World Scientific, 2010

ISBN

1-283-14385-2

9786613143853

981-4282-63-4

Descrizione fisica

1 online resource (312 p.)

Disciplina

577.0285

Soggetti

Ecology - Data processing

Ecology - Mathematical models

Neural networks (Computer science)

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Note generali

Description based upon print version of record.

Nota di bibliografia

Includes bibliographical references and index.

Nota di contenuto

pt. 1. Artificial neural networks : principles, theories and algorithms -- pt. 2. Applications of artificial neural networks in ecology.

Sommario/riassunto

Due to the complexity and non-linearity of most ecological problems, artificial neural networks (ANNs) have attracted attention from ecologists and environmental scientists in recent years. As these networks are increasingly being used in ecology for modeling, simulation, function approximation, prediction, classification and data mining, this unique and self-contained book will be the first comprehensive treatment of this subject, by providing readers with overall and in-depth knowledge on algorithms, programs, and applications of ANNs in ecology. Moreover, a new area of ecology, i.e., comput