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Soft computing in artificial intelligence [electronic resource]

Soft computing in artificial intelligence [electronic resource]

자료유형
E-Book(소장)
개인저자
Cho, Young Im. Kim, Donghan. Matson, Eric T.
서명 / 저자사항
Soft computing in artificial intelligence [electronic resource] / Young Im Cho, Donghan Kim, Eric T. Matson editors.
발행사항
Cham :   Springer International Publishing :   Imprint: Springer,   2014.  
형태사항
1 online resource (x, 151 p.) : ill. (some col.).
총서사항
Advances in intelligent systems and computing,2194-5357 ; 270
ISBN
9783319055152
요약
This book explores the concept of artificial intelligence based on knowledge-based algorithms. Given the current hardware and software technologies and artificial intelligence theories, we can think of how efficient to provide a solution, how best to implement a model and how successful to achieve it. This edition provides readers with the most recent progress and novel solutions in artificial intelligence. This book aims at presenting the research results and solutions of applications in relevance with artificial intelligence technologies. We propose to researchers and practitioners some methods to advance the intelligent systems and apply artificial intelligence to specific or general purpose. This book consists of 13 contributions that feature fuzzy (r, s)-minimal pre- and β-open sets, handling big coocurrence matrices, Xie-Beni-type fuzzy cluster validation, fuzzy c-regression models, combination of genetic algorithm and ant colony optimization, building expert system, fuzzy logic and neural network, individual role adaptation for team sports, application of polynomial neural networks, recursive neuro-fuzzy algorithm for water management, application of interactive genetic algorithm, and Artificial Neural Network (ANN) model. This edition is published in original, peer reviewed contributions covering from initial design to final prototypes and verification.     
일반주기
Title from e-Book title page.  
내용주기
Fuzzy (r, s)-minimal preopen sets and fuzzy (r, s)-M precontinuous mappings on (r, s)-fuzzy minimal spaces -- On fuzzy (r, s)-minimal β-open sets on (r, s)-fuzzy minimal spaces -- Handling Very Large Cooccurrence Matrices in Fuzzy Co-clustering by Sampling Approaches -- Fuzzy c-Regression Models Based on Optimal Scaling of Categorical Observation with Tolerance -- Building a Knowledge Base for Expert System in Information Security -- Fuzzy logic and neural network based induction control in a diesel engine -- Evaluation and Analysis of Relationship  and Individual Role Adaptation for Team Sports using SOM -- Recursive Neuro-Fuzzy Algorithm for Flow Prediction and Pump On-Off Minimization -- Logotype Design Support System Based on Sketches -- An Artificial Neural Network Based on the Architecture of the Cerebellum for Behavior Learning.
서지주기
Includes bibliographical references and index.
이용가능한 다른형태자료
Issued also as a book.  
일반주제명
Expert systems (Computer science). Soft computing. Artificial intelligence.
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020 ▼a 9783319055152
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050 0 0 ▼a QA76.76.E95
082 0 4 ▼a 006.33 ▼2 23
084 ▼a 006.33 ▼2 DDCK
090 ▼a 006.33
245 0 0 ▼a Soft computing in artificial intelligence ▼h [electronic resource] / ▼c Young Im Cho, Donghan Kim, Eric T. Matson editors.
260 ▼a Cham : ▼b Springer International Publishing : ▼b Imprint: Springer, ▼c 2014.
300 ▼a 1 online resource (x, 151 p.) : ▼b ill. (some col.).
490 1 ▼a Advances in intelligent systems and computing, ▼x 2194-5357 ; ▼v 270
500 ▼a Title from e-Book title page.
504 ▼a Includes bibliographical references and index.
505 0 ▼a Fuzzy (r, s)-minimal preopen sets and fuzzy (r, s)-M precontinuous mappings on (r, s)-fuzzy minimal spaces -- On fuzzy (r, s)-minimal β-open sets on (r, s)-fuzzy minimal spaces -- Handling Very Large Cooccurrence Matrices in Fuzzy Co-clustering by Sampling Approaches -- Fuzzy c-Regression Models Based on Optimal Scaling of Categorical Observation with Tolerance -- Building a Knowledge Base for Expert System in Information Security -- Fuzzy logic and neural network based induction control in a diesel engine -- Evaluation and Analysis of Relationship  and Individual Role Adaptation for Team Sports using SOM -- Recursive Neuro-Fuzzy Algorithm for Flow Prediction and Pump On-Off Minimization -- Logotype Design Support System Based on Sketches -- An Artificial Neural Network Based on the Architecture of the Cerebellum for Behavior Learning.
520 ▼a This book explores the concept of artificial intelligence based on knowledge-based algorithms. Given the current hardware and software technologies and artificial intelligence theories, we can think of how efficient to provide a solution, how best to implement a model and how successful to achieve it. This edition provides readers with the most recent progress and novel solutions in artificial intelligence. This book aims at presenting the research results and solutions of applications in relevance with artificial intelligence technologies. We propose to researchers and practitioners some methods to advance the intelligent systems and apply artificial intelligence to specific or general purpose. This book consists of 13 contributions that feature fuzzy (r, s)-minimal pre- and β-open sets, handling big coocurrence matrices, Xie-Beni-type fuzzy cluster validation, fuzzy c-regression models, combination of genetic algorithm and ant colony optimization, building expert system, fuzzy logic and neural network, individual role adaptation for team sports, application of polynomial neural networks, recursive neuro-fuzzy algorithm for water management, application of interactive genetic algorithm, and Artificial Neural Network (ANN) model. This edition is published in original, peer reviewed contributions covering from initial design to final prototypes and verification.     
530 ▼a Issued also as a book.
538 ▼a Mode of access: World Wide Web.
650 0 ▼a Expert systems (Computer science).
650 0 ▼a Soft computing.
650 0 ▼a Artificial intelligence.
700 1 ▼a Cho, Young Im.
700 1 ▼a Kim, Donghan.
700 1 ▼a Matson, Eric T.
830 0 ▼a Advances in intelligent systems and computing; ▼v 270.
856 4 0 ▼u https://oca.korea.ac.kr/link.n2s?url=http://dx.doi.org/10.1007/978-3-319-05515-2
945 ▼a KLPA
991 ▼a E-Book(소장)

소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 중앙도서관/e-Book 컬렉션/ 청구기호 CR 006.33 등록번호 E14033474 도서상태 대출불가(열람가능) 반납예정일 예약 서비스 M

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