Advances in computational intelligence : proceedings of International Conference on Computational Intelligence 2015
This volume comprises the proceedings of the International Conference on Computational Intelligence 2015 (ICCI15). This book aims to bring together work from leading academicians, scientists, researchers and research scholars from across the globe on all aspects of computational intelligence. The wo...
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| Corporate Author: | |
|---|---|
| Other Authors: | , |
| Format: | eBook |
| Language: | English |
| Published: |
Singapore :
Springer,
[2017]
|
| Series: | Advances in intelligent systems and computing ;
v. 509. |
| Subjects: | |
| ISBN: | 9789811025259 9789811025242 |
| Physical Description: | 1 online resource (xiii, 450 pages) : illustrations (some color) |
Cover
Table of contents
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| 111 | 2 | |a International Conference on Computational Intelligence |n (1st : |d 2015 : |c Ranchi, India) | |
| 245 | 1 | 0 | |a Advances in computational intelligence : |b proceedings of International Conference on Computational Intelligence 2015 / |c Sudip Kumar Sahana, Sujan Kumar Saha, editors. |
| 264 | 1 | |a Singapore : |b Springer, |c [2017] | |
| 300 | |a 1 online resource (xiii, 450 pages) : |b illustrations (some color) | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a počítač |b c |2 rdamedia | ||
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| 490 | 1 | |a Advances in intelligent systems and computing, |x 2194-5357 ; |v volume 509 | |
| 505 | 0 | |a Preface; Acknowledgements; Contents; About the Editors; Fuzzy Logic; 1 A New Approach to Interval-Valued Fuzzy Soft Sets and Its Application in Decision-Making; Abstract; 1 Introduction; 2 Definitions and Notions; 3 Interval-Valued FSS; 4 Application of IVFSS in Decision-Making; 4.1 Algorithm; 5 Conclusions; References; 2 A Grid-Based Approach to Prolong Lifetime of WSNs Using Fuzzy Logic; Abstract; 1 Introduction; 2 Related Works; 3 Proposed Work; 3.1 Steps in Proposed Approach; 3.2 Input and Output for Fuzzy System; 3.2.1 Input Variables; 3.2.2 Output; 4 Simulation and Result Analysis. | |
| 505 | 8 | |a 4.1 Simulation Results5 Conclusion and Future Scope; References; 3 Harmonics Minimization in Inverter Using Fuzzy Controller-Based Photovoltaic Cell; Abstract; 1 Introduction; 2 PV Cell; 2.1 Effect of Variation of Solar Irradiation; 3 Boost Converter; 4 Fuzzy Logic Controller Implementation in PV; 5 Simulink Model and Simulation Results; 5.1 The Simulation has been Done on the Basis of Data as; 6 Conclusion; References; 4 Fuzzy Logic-Based Unequal Clustering with On-Demand-Based Clustering Approach for a Better Lifetime of Wireless Sensor Network; Abstract; 1 Introduction; 2 Literature Review. | |
| 505 | 8 | |a 3 The Proposed Approach3.1 Neighborhood Discovery Phase; 3.2 Cluster Setup Phase; 3.3 Fuzzy Logic-Based Cluster Range Calculation; 3.4 On-Demand Clustering; 4 Result and Discussion; 5 Conclusion; References; 5 Intuitionistic Fuzzy-Based Multi-Attribute Decision-Making Approach for Selection of Inventory Policy; Abstract; 1 Introduction; 2 Preliminaries on Intuitionistic Fuzzy Sets; 3 Working Procedure for Ranking [11]; 4 Numerical Example; 5 Conclusion; References; Artificial Neural Network; 6 An NSGA II-Based Approach for Optimization of Reconfigurable Cellular Manufacturing System; Abstract. | |
| 505 | 8 | |a 1 Introduction2 Problem Formulation; 3 Parameter Selection; 4 Implementation of NSGA II; 4.1 Objective Functions; 4.2 Chromosome Encoding; 4.3 GA Operators; 5 Conclusion; References; 7 Advance Prediction of Adverse Digressions in Continuous-Time Systems Using ANN Kernels: A Generic Approach Instantiated in Steel Manufacturing; Abstract; 1 Introduction; 2 The Basic Classification Approach; 3 Shifting to the Continuity Paradigm; 4 Results, Generalization and Further Work; 5 Conclusions; References; 8 Determination of Suitable ANN Architecture for Groundwater Fluoride Prediction; Abstract. | |
| 505 | 8 | |a 1 Introduction2 Materials and Methodology; 2.1 Study Area and Data; 2.2 Artificial Neural Network Model; 3 Model Architecture Determination; 3.1 Performance Evaluation of the Model; 4 Results and Discussion; 5 Conclusion and Recommendation; References; 9 Neural Network Based Breakout Predicting System for All Four Strands of Caster in a Continuous Casting Shop-A Case Study; Abstract; 1 Introduction; 2 Causes of Breakouts; 3 Loss Due to Breakout; 4 Network Design; 4.1 Training Data for Networks; 4.2 Normalization by Scaling Between 0 and 1; 4.3 Training Parameters. | |
| 500 | |a Includes author index. | ||
| 506 | |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty | ||
| 520 | |a This volume comprises the proceedings of the International Conference on Computational Intelligence 2015 (ICCI15). This book aims to bring together work from leading academicians, scientists, researchers and research scholars from across the globe on all aspects of computational intelligence. The work is composed mainly of original and unpublished results of conceptual, constructive, empirical, experimental, or theoretical work in all areas of computational intelligence. Specifically, the major topics covered include classical computational intelligence models and artificial intelligence, neural networks and deep learning, evolutionary swarm and particle algorithms, hybrid systems optimization, constraint programming, human-machine interaction, computational intelligence for the web analytics, robotics, computational neurosciences, neurodynamics, bioinspired and biomorphic algorithms, cross disciplinary topics and applications. The contents of this volume will be of use to researchers and professionals alike. | ||
| 590 | |a SpringerLink |b Springer Complete eBooks | ||
| 650 | 0 | |a Computational intelligence |v Congresses. | |
| 650 | 0 | |a Fuzzy logic |v Congresses. | |
| 655 | 7 | |a elektronické knihy |7 fd186907 |2 czenas | |
| 655 | 9 | |a electronic books |2 eczenas | |
| 700 | 1 | |a Sahana, Sudip Kumar, |e editor. | |
| 700 | 1 | |a Saha, Sujan Kumar, |e editor. | |
| 776 | 0 | 8 | |i Printed edition: |z 9789811025242 |
| 830 | 0 | |a Advances in intelligent systems and computing ; |v v. 509. | |
| 856 | 4 | 0 | |u https://proxy.k.utb.cz/login?url=https://link.springer.com/10.1007/978-981-10-2525-9 |y Plný text |
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