東華大學圖書館 |

語系: 繁體中文

說明(常見問題)

回圖書館首頁

手機版館藏查詢

登入

回首頁

切換: 標籤 | MARC模式 | ISBD

Computational ecology = artificial n...

Zhang, Wenjun.{me_controlnum}

FindBook

Google Book

Amazon

博客來

Computational ecology = artificial neural networks and their applications /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Computational ecology/ Wenjun Zhang.
其他題名:	artificial neural networks and their applications /
作者:	Zhang, Wenjun.{me_controlnum}
出版者:	Singapore ;World Scientific Pub. Co., : c2010.,
面頁冊數:	xiii, 296 p. :ill. (some col.)
標題:	Ecology - Data processing. -
電子資源:	http://www.worldscientific.com/worldscibooks/10.1142/7436#t=toc
ISBN:	9789814282635 (electronic bk.)

Computational ecology = artificial neural networks and their applications /
Zhang, Wenjun.{me_controlnum}

Computational ecologyartificial neural networks and their applications /[electronic resource] :Wenjun Zhang. - Singapore ;World Scientific Pub. Co.,c2010. - xiii, 296 p. :ill. (some col.)

Includes bibliographical references (p. 271-287) and index.

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., computational ecology, is proposed and its scopes and objectives are defined and discussed. Computational Ecology consists of two parts : the first describes the methods and algorithms of ANNs, interpretability and mathematical generalization of neural networks, Matlab neural network toolkit, etc., while the second provides case studies of applications of ANNs in ecology, Matlab codes, and comparisons of ANNs with conventional methods. This publication will be a valuable reference for research scientists, university teachers, graduate students and high-level undergraduates in the areas of ecology, environmental sciences, and computational science.

Electronic reproduction.
Singapore :
World Scientific Publishing Co.,
2010.

System requirements: Adobe Acrobat Reader.

ISBN: 9789814282635 (electronic bk.)Subjects--Topical Terms:

650614
Ecology
--Data processing.

LC Class. No.: QH541.15.E45

Dewey Class. No.: 577.0285

Computational ecology = artificial neural networks and their applications /
LDR:02305nmm a2200265 a 4500 001 1295165
003 WSP
005 20101022124840.0
006 m d
007 cr cuu|||uu|||
008 121114s2010 si a sb 001 0 eng d
020 $a 9789814282635 (electronic bk.)
020 $z 9789814282628
020 $z 9814282626
035 $a 00001049
050 4 $a QH541.15.E45
082 0 4 $a 577.0285 $2 22
100 1 $a Zhang, Wenjun.{me_controlnum} $3 1573168
245 1 0 $a Computational ecology $h [electronic resource] : $b artificial neural networks and their applications / $c Wenjun Zhang.
260 $a Singapore ; $a Hackensack, N.J. : $b World Scientific Pub. Co., $c c2010.
300 $a xiii, 296 p. : $b ill. (some col.)
504 $a Includes bibliographical references (p. 271-287) and index.
520 $a 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., computational ecology, is proposed and its scopes and objectives are defined and discussed. Computational Ecology consists of two parts : the first describes the methods and algorithms of ANNs, interpretability and mathematical generalization of neural networks, Matlab neural network toolkit, etc., while the second provides case studies of applications of ANNs in ecology, Matlab codes, and comparisons of ANNs with conventional methods. This publication will be a valuable reference for research scientists, university teachers, graduate students and high-level undergraduates in the areas of ecology, environmental sciences, and computational science.
533 $a Electronic reproduction. $b Singapore : $c World Scientific Publishing Co., $d 2010. $n System requirements: Adobe Acrobat Reader. $n Mode of access: World Wide Web. $n Available to subscribing institutions.
650 0 $a Ecology $x Data processing. $3 650614
650 0 $a Computational biology. $3 590653
650 0 $a Neural networks (Computer science) $3 532070
710 2 $a World Scientific (Firm) $3 560950
776 1 $z 9789814282628
776 1 $z 9814282626
856 4 0 $u http://www.worldscientific.com/worldscibooks/10.1142/7436#t=toc