Advances in Computational Intelligence: Proceedings of Second International Conference on Computational Intelligence 2018

359 Pages·2020·14.47 MB·English

by  Sudip Kumar Sahana, Vandana Bhattacharjee

Advances in Intelligent Systems and Computing 988
Sudip Kumar Sahana
Vandana Bhattacharjee    Editors
Advances in
Computational
Intelligence
Proceedings of Second International
Conference on Computational
Intelligence 2018
Advances in Intelligent Systems and Computing
Volume 988
Series Editor
Janusz Kacprzyk, Systems Research Institute, Polish Academy of Sciences,
Warsaw, Poland
Advisory Editors
Nikhil R. Pal, Indian Statistical Institute, Kolkata, India
Rafael Bello Perez, Faculty of Mathematics, Physics and Computing,
Universidad Central de Las Villas, Santa Clara, Cuba
Emilio S. Corchado, University of Salamanca, Salamanca, Spain
Hani Hagras, Electronic Engineering, University of Essex, Colchester, UK
László T. Kóczy, Department of Automation, Széchenyi István University,
Gyor, Hungary
Vladik Kreinovich, Department of Computer Science, University of Texas
at El Paso, El Paso, TX, USA
Chin-Teng Lin, Department of Electrical Engineering, National Chiao
Tung University, Hsinchu, Taiwan
Jie Lu, Faculty of Engineering and Information Technology,
University of Technology Sydney, Sydney, NSW, Australia
Patricia Melin, Graduate Program of Computer Science, Tijuana Institute
of Technology, Tijuana, Mexico
NadiaNedjah,DepartmentofElectronicsEngineering,UniversityofRiodeJaneiro,
Rio de Janeiro, Brazil
Ngoc Thanh Nguyen, Faculty of Computer Science and Management,
Wrocław University of Technology, Wrocław, Poland
Jun Wang, Department of Mechanical and Automation Engineering,
The Chinese University of Hong Kong, Shatin, Hong Kong
Theseries“AdvancesinIntelligentSystemsandComputing”containspublications
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Sudip Kumar Sahana Vandana Bhattacharjee
(cid:129)
Editors
Advances in Computational
Intelligence
Proceedings of Second International
Conference on Computational Intelligence
2018
123
Editors
SudipKumar Sahana VandanaBhattacharjee
Department ofComputer Science Department ofComputer Science
andEngineering andEngineering
Birla Institute of Technology, Mesra Birla Institute of Technology, Mesra
Ranchi, Jharkhand, India Ranchi, Jharkhand, India
ISSN 2194-5357 ISSN 2194-5365 (electronic)
Advances in Intelligent Systems andComputing
ISBN978-981-13-8221-5 ISBN978-981-13-8222-2 (eBook)
https://doi.org/10.1007/978-981-13-8222-2
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Preface
This book constitutes the proceedings of the Second International Conference on
Computational Intelligence (ICCI 2018) held during December 10–11, 2018, at
BirlaInstituteofTechnology,Mesra,Ranchi,India.ICCI2018wasaninternational
gathering for the researchers working on all aspects of computational intelligence
and provided a high-level academic forum for the participants to disseminate their
newresearchfindingsintheemergingareasofresearch.Italsocreatedastimulating
environment for the participants to interact and exchange information on future
challenges and opportunities in the field of computational intelligence.
The definition of computational intelligence was introduced by Bezdek (1994)
as:asystemiscalledcomputationallyintelligentifitdealswithlow-leveldatasuch
as numerical data, has a pattern-recognition component, and does not use knowl-
edge in the artificial intelligence sense. Additionally, Bezdek and Marks (1993)
clearly mentioned that computational intelligence should be based on soft com-
puting methods. And the principal constituents of soft computing (SC) are fuzzy
logic (FL), neural computing (NC), evolutionary computation (EC), machine
learning(ML),andprobabilisticreasoning(PR).Inthisbook,wetargetedtocover
the recent trends, developments, and future possibilities of these soft computing
techniques. Additionally, we also cover the bio-inspired computing techniques,
which have become widely popular in recent times, in this book.
Computational intelligence has a rational theoretical part as well as an experi-
mental wing. In this proceedings, we try to balance theory and experiments by
selecting papers from both the new theoretical findings in different concepts of
computationalintelligenceandtheapplicationpaperswhicharefullofexperiments
for exploring new possibilities where the computational intelligence technique is
superior.
This book is divided into seven parts, namely Soft Computing, Evolutionary
ComputingandBioInspiredAlgorithms,ImageProcessingandCognitionSystems,
DataMining,IntelligentSystemsandModelling,InterdisciplinaryApplicationsand
Other Applications of Computational Intelligence.
v
vi Preface
ICCI 2018 received 86 submissions from different countries in the world. Each
submissionwasreviewedbyatleasttworeviewers.Basedontherigorousreviews
by the reviewers, 28 high-quality papers were selected for the publication with an
acceptance rate of 32.55%.
Ranchi, India Sudip Kumar Sahana
Vandana Bhattacharjee
Acknowledgements
International Conference on Computational Intelligence (ICCI 2018) was a
watershed event enriched with contributions from researchers all over the country
andalsofromothercountries.Wewereprivilegedtoprovidethemwithaplatform
toexpresstheirscientificintellect.ItwasthesecontributionsthatmadeICCIareally
successful endeavor. We are grateful to every single author who sent their sub-
missions to the conference.
ICCI 2018 would definitely not have been possible without the constant and
untiringeffortsofeverysinglepersonintheorganizingcommittee.Wearethankful
to them for making the conference the success that it was.
Our special gratitude is toward the wonderful members of the program com-
mittee and reviewers who were our guiding light and led us in the right direction
whenever we stood at crossroads during the organization of the conference. The
highstandardsetbythepapersisareflectionoftheeffortsthathadbeenputbythe
reviewers.
We would also like to thank the members of the editorial board of Springer
publicationsforgivingshapetotheseproceedingsandfructifyingtheeffortsputin
by all involved in ICCI 2018. It is only through their zeal and encouragement that
we have been able to assimilate these proceedings in a timely manner.
ICCI 2018 expresses its sincere gratitude to one and all who contributed to
making the event the grand success that it was.
Dr. Sudip Kumar Sahana
Dr. Vandana Bhattacharjee
vii
Contents
Part I Soft Computing
An Adaptive Neuro-Fuzzy Inference System-Based Intelligent
Grid-Connected Photovoltaic Power Generation . . . . . . . . . . . . . . . . . . 3
Neeraj Priyadarshi, Farooque Azam, Amarjeet Kumar Sharma
and Monika Vardia
Efficient Energy Management in Hybrid Electric Vehicles
Using DRBF Networks. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 15
Ralli Sangno, Siba Prasada Panigrahi and Saurav Kumar
Torque and Current Noise Reduction of BLDC Motor
Using Fuzzy Logic Control Strategy. . . . . . . . . . . . . . . . . . . . . . . . . . . . 23
Goutam Goswami and P. R. Thakura
Part II Evolutionary Computing and Bio Inspired Algorithms
Bi-objective Optimization of a Reconfigurable Supply Chain
Using a Self-organizing Migration Algorithm. . . . . . . . . . . . . . . . . . . . . 39
L. N. Pattanaik, Paras Agarwal, Saloni Ranjan and Urja Narayan
Part III Image Processing and Cognition Systems
Infected Area Segmentation and Severity Estimation of Grapevine
Using Fuzzy Logic . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 57
Reva Nagi and Sanjaya Shankar Tripathy
Image Encryption Using Modified Rubik’s Cube Algorithm . . . . . . . . . 69
Rupesh Kumar Sinha, Iti Agrawal, Kritika Jain, Anushka Gupta
and S. S. Sahu
ix
x Contents
Part IV Data Mining
Decision Support System for Business Intelligence Using Data
Mining Techniques: A Case Study. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 81
Pankaj Gupta and Bharat Bushan Sagar
Target Marketing Using Feedback Mining. . . . . . . . . . . . . . . . . . . . . . . 95
Ritesh Kumar and Partha Sarathi Bishnu
Part V Intelligent Systems and Modelling
A Comparative Study Among Different Signaling Schemes of Optical
Burst Switching (OBS) Network for Real-Time Multimedia
Applications . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 107
Manoj Kr. Dutta
Performance Analysis of Deflection Routing and Segmentation
Dropping Scheme in Optical Burst Switching (OBS) Network:
A Simulation Study . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 119
Manoj Kr. Dutta
Secure Anti-Void Energy-Efficient Routing (SAVEER) Protocol
for WSN-Based IoT Network. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 129
Ayesha Tabassum, Sayema Sadaf, Ditipriya Sinha and Ayan Kumar Das
MathematicalAnalysisofEffectivenessofSecurityPatchesinSecuring
Wireless Sensor Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 143
Apeksha Prajapati
A Novel Debugger for Windows-Based Applications . . . . . . . . . . . . . . . 157
J.AnirudhSharma,ParthaSarthyBanerjee,HritikaPanchratanandAyush
Nudge-Based Hybrid Intelligent System for Influencing Buying
Decision . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 165
Vivek Gupta and Sudip Kumar Sahana
Reputation-Based Reinforcement Algorithm for Motivation
in Crowdsourcing Platform . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 175
A. Vijayalakshmi and Chittaranjan Hota
A Hardware-in-a-Loop Setup for Benchmarking
Robot Controllers. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 187
Shiladitya Biswas, Arun Dayal Udai and Gaurav Kumar
Assembling Multi-Robots Along a Boundary of a Region
with Obstacles—A Performance Upgradation . . . . . . . . . . . . . . . . . . . . 201
Rahul Kumar Singh, Madhumita Sardar and Deepanwita Das