Proceedings of Fourth International Conference on Soft Computing for Problem Solving: SocProS 2014, Volume 1

616 Pages·2015·32.99 MB·English

by  Kedar Nath Das, Kusum Deep, Millie Pant, Jagdish Chand Bansal, Atulya Nagar (eds.)

Advances in Intelligent Systems and Computing 335
Kedar Nath Das · Kusum Deep
Millie Pant · Jagdish Chand Bansal
Atulya Nagar Editors
Proceedings of
Fourth International
Conference on Soft
Computing for
Problem Solving
SocProS 2014, Volume 1
Advances in Intelligent Systems and Computing
Volume 335
Series editor
Janusz Kacprzyk, Polish Academy of Sciences, Warsaw, Poland
e-mail: [email protected]
About this Series
Theseries“AdvancesinIntelligentSystemsandComputing”containspublicationsontheory,
applications,anddesignmethodsofIntelligentSystemsandIntelligentComputing.Virtually
alldisciplinessuchasengineering,naturalsciences,computerandinformationscience,ICT,
economics,business,e-commerce,environment,healthcare,lifesciencearecovered.Thelist
oftopicsspansalltheareasofmodernintelligentsystemsandcomputing.
Thepublicationswithin“AdvancesinIntelligentSystemsandComputing”areprimarily
textbooksandproceedingsofimportantconferences, symposiaandcongresses.Theycover
significant recent developments in the field, of both foundational and applicable character.
Animportantcharacteristicfeatureoftheseriesistheshortpublicationtimeandworld-wide
distribution. Thispermitsarapid andbroaddissemination ofresearch results.
Advisory Board
Chairman
Nikhil R. Pal,Indian Statistical Institute,Kolkata, India
e-mail: [email protected]
Members
Rafael Bello,Universidad Central “Marta Abreu”deLasVillas, SantaClara, Cuba
e-mail: [email protected]
Emilio S.Corchado, University of Salamanca, Salamanca, Spain
e-mail: [email protected]
HaniHagras, University of Essex, Colchester, UK
e-mail: [email protected]
LászlóT. Kóczy, SzéchenyiIstván University, Győr,Hungary
e-mail: [email protected]
VladikKreinovich, University of Texasat ElPaso, ElPaso, USA
e-mail: [email protected]
Chin-Teng Lin, National ChiaoTung University,Hsinchu, Taiwan
e-mail: [email protected]
Jie Lu,University of Technology,Sydney,Australia
e-mail: [email protected]
Patricia Melin,Tijuana Institute of Technology,Tijuana, Mexico
e-mail: [email protected]
Nadia Nedjah,State University of RiodeJaneiro,RiodeJaneiro, Brazil
e-mail: [email protected]
Ngoc ThanhNguyen, Wroclaw University of Technology,Wroclaw,Poland
e-mail: [email protected]
Jun Wang, TheChineseUniversity of HongKong,Shatin, HongKong
e-mail: [email protected]
More information about this series at http://www.springer.com/series/11156
Kedar Nath Das Kusum Deep
(cid:129)
Millie Pant Jagdish Chand Bansal
(cid:129)
Atulya Nagar
Editors
Proceedings of Fourth
International Conference
on Soft Computing
for Problem Solving
SocProS 2014, Volume 1
123
Editors
Kedar Nath Das JagdishChandBansal
Department of Mathematics Department of Mathematics
National InstituteofTechnology Silchar South AsianUniversity
Silchar, Assam New Delhi
India India
KusumDeep AtulyaNagar
Department of Mathematics Department of Computer Science
Indian Instituteof TechnologyRoorkee Liverpool HopeUniversity
Roorkee Liverpool
India UK
MilliePant
Department of PaperTechnology
Indian Instituteof TechnologyRoorkee
Roorkee
India
ISSN 2194-5357 ISSN 2194-5365 (electronic)
Advances inIntelligent Systems andComputing
ISBN 978-81-322-2216-3 ISBN 978-81-322-2217-0 (eBook)
DOI 10.1007/978-81-322-2217-0
LibraryofCongressControlNumber:2014957312
SpringerNewDelhiHeidelbergNewYorkDordrechtLondon
©SpringerIndia2015
Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpart
of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations,
recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission
or information storage and retrieval, electronic adaptation, computer software, or by similar or
dissimilarmethodologynowknownorhereafterdeveloped.
The use of general descriptive names, registered names, trademarks, service marks, etc. in this
publicationdoesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexempt
fromtherelevantprotectivelawsandregulationsandthereforefreeforgeneraluse.
Thepublisher,theauthorsandtheeditorsaresafetoassumethattheadviceandinformationinthis
book are believed to be true and accurate at the date of publication. Neither the publisher nor the
authors or the editors give a warranty, express or implied, with respect to the material contained
hereinorforanyerrorsoromissionsthatmayhavebeenmade.
Printedonacid-freepaper
Springer(India)Pvt.Ltd.ispartofSpringerScience+BusinessMedia(www.springer.com)
Preface
SocProS, which stands for ‘Soft Computing for Problem Solving’, is entering its
fourth edition as an established and flagship international conference. This partic-
ularannualeventisajointcollaborationbetweenagroupoffacultymembersfrom
institutes of repute like NIT Silchar, IIT Roorkee, South Asian University, Delhi
and Liverpool Hope University, UK.
The first in the series of SocProS started in 2011 and was held from 20 to 22
December at the IIT Roorkee Campus with Prof. Deep (IITR) and Prof. Nagar
(LiverpoolHopeUniversity)astheGeneralChairs.JKLUJaipurhostedthesecond
SocProSfrom28to30December2012.CoincidingwiththeGoldenJubileeofthe
IIT Roorkee’s Saharanpur Campus, the third edition of this international confer-
ence, which has by now become a brand name, took place at the Greater Noida
Extension Centre of IIT Roorkee during 26–28 December 2013.
Like earlier SocProS conferences, the focus of SocProS 2014 is on Soft Com-
puting and its applications to real-life problems arising in diverse areas of medical
and healthcare, supply chain management, signal processing and multimedia,
industrial optimisation, image processing, cryptanalysis, etc. SocProS 2014
attractedawidespectrumofthought-provokingarticles.Atotalof103high-quality
research papers were selected for publication in the form of this two-volume
proceedings.
Wehopethatthepaperscontainedinthisproceedingwillprovehelpfultowards
improvingtheunderstandingofSoftComputingattheteachingandresearchlevels
andwillinspiremoreandmoreresearcherstoworkinthefieldofSoftComputing.
The editors express their sincere gratitude to the SocProS 2014 Patron, Plenary
Speakers, Invited Speakers, Reviewers, Programme Committee Members, Inter-
national Advisory Committee, and Local Organizing Committee; without whose
support, the quality and standards of the Conference could not be maintained. We
express special thanks to Springer and its team for this valuable support in the
publication of this proceedings.
v
vi Preface
Overandabove,weexpressourdeepestsenseofgratitudeto‘NationalInstitute
of Technology (NIT) Silchar’ for facilitating the hosting of this conference.
Our sincere thanks to all the sponsors of SocProS’ 2014.
Silchar, India Kedar Nath Das
Roorkee, India Kusum Deep
Roorkee, India Millie Pant
New Delhi, India Jagdish Chand Bansal
Liverpool, UK Atulya Nagar
Contents
Solving 0/1 Knapsack Problem Using Hybrid TLBO-GA Algorithm. . . 1
A.J. Umbarkar, P.D. Sheth and S.V. Babar
Cluster Head Selection Using Modified ACO . . . . . . . . . . . . . . . . . . . 11
Varsha Gupta and Shashi Kumar Sharma
Application of Artificial Intelligence Methods to Spot
Welding of Commercial Aluminum Sheets (B.S. 1050). . . . . . . . . . . . . 21
Biranchi Narayan Panda, M.V.A. Raju Babhubalendruni,
B.B. Biswal and Dheerendra Singh Rajput
A Fuzzy Multi-criteria Decision-making Model for Green
Electrical Discharge Machining . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 33
Jagadish and Amitava Ray
Two-Warehouse Reverse Logistic Inventory Model
for Deteriorating Item under Learning Effect . . . . . . . . . . . . . . . . . . . 45
S.R. Singh and Himanshu Rathore
An Integrated Approach of Logarithmic Transformation
and Histogram Equalization for Image Enhancement . . . . . . . . . . . . . 59
Saurabh Chaudhury, Sudhankar Raw, Abhradeep Biswas
and Abhshek Gautam
Genetic Algorithms, a Nature-Inspired Tool: Review
of Applications in Supply Chain Management. . . . . . . . . . . . . . . . . . . 71
Sunil Kumar Jauhar and Millie Pant
Data Mining in Market Segmentation: A Literature
Review and Suggestions. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 87
Saibal Dutta, Sujoy Bhattacharya and Kalyan Kumar Guin
vii
viii Contents
Cuckoo Search Optimization for Job Shop Scheduling Problem. . . . . . 99
Shekhar Singh and Krishna Pratap Singh
Artificial Neural Network Technique for Solution of Nonlinear
Elliptic Boundary Value Problems . . . . . . . . . . . . . . . . . . . . . . . . . . . 113
Neha Yadav, Anupam Yadav and Kusum Deep
Scene Classification Using Fuzzy Uncertainty Texture Spectrum . . . . . 123
N.P. Rath, Swastika Mishra and Neeharika Naik
Parikh Matrices and Words Over Ternary Alphabet. . . . . . . . . . . . . . 135
Amrita Bhattacharjee and Bipul Syam Purkayastha
Neuro-genetic Approach to Predict Scour Depth Around Vertical
Bridge Abutment. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 147
Abul Kashim Md Fujail, Shahin Ara Begum
and Abdul Karim Barbhuiya
Rough Fuzzy Classification for Class Imbalanced Data . . . . . . . . . . . . 159
Riaj Uddin Mazumder, Shahin Ara Begum and Devajyoti Biswas
Mind Reading by Face Recognition Using Security
Enhancement Model . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 173
Vranda Vyas, Sameer Saxena and Deepshikha Bhargava
Enhancement of Power Transfer Capability of HVDC
Transmission System Using Fuzzy Logic Controller . . . . . . . . . . . . . . 181
M. Ramesh and A. Jaya Laxmi
Optimization of Clustering in SPIN-C and LEACH
for Data Centric Wireless Sensor Networks . . . . . . . . . . . . . . . . . . . . 197
Ashutosh Tripathi, Narendra Yadav and Reena Dadhich
Application of Genetic Algorithm in Optimization
of Hydrodynamic Bearings. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 207
L. Roy and S.K. Kakoty
Diversity-Based Dual-Population Genetic Algorithm (DPGA):
A Review . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 219
A.J. Umbarkar, M.S. Joshi and P.D. Sheth
Speed Control of Multilevel Inverter-Based Induction Motor
Using V/F Method. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 231
Smrati Singh, Piyush Sharma, Arpit Varshney and Ankit Kumar
Contents ix
Application of New Hybrid Harmony Search Algorithms
Based on Cellular Automata Theory for Solving Magic
Square Problems. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 245
Do Guen Yoo, Ali Sadollah, Joong Hoon Kim and Ho Min Lee
A Survey on Imaging-based Breast Cancer Detection . . . . . . . . . . . . . 255
Debalina Saha, Mrinal Kanti Bhowmik, Barin Kumar De
and Debotosh Bhattacharjee
Automated Cervical Cancer Detection Using Pap Smear Images . . . . . 267
Payel Rudra Paul, Mrinal Kanti Bhowmik and Debotosh Bhattacharjee
Background Subtraction Algorithm for Moving Object
Detection Using SAMEER-TU Dataset . . . . . . . . . . . . . . . . . . . . . . . . 279
Kakali Das, Mrinal Kanti Bhowmik, Barin Kumar De
and Debotosh Bhattacharjee
Internet of Things: Route Search Optimization Applying
Ant Colony Algorithm and Theory of Computation . . . . . . . . . . . . . . 293
Tushar Bhardwaj and S.C. Sharma
Multi-objective Optimization of Knitted Fabric Comfort
and Ultraviolet Radiation Protection by Evolutionary Algorithm. . . . . 305
Anindya Ghosh, Prithwiraj Mal, Abhijit Majumdar
and Debamalya Banerjee
Optimal Product Design of Textile Spinning Industry Using
Simulated Annealing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 315
Subhasis Das, Anindya Ghosh and Bapi Saha
Contrast Restoration of Fog-Degraded Image Sequences. . . . . . . . . . . 325
Tannistha Pal, Mrinal Kanti Bhowmik and Anjan Kumar Ghosh
Optimization of Primary Loop Pump Power of a Loop-type
Liquid Metal Fast Breeder Reactor with Annular Fuel
Using Genetic Algorithm . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 339
Shubhajit Karmakar, Swarnendu Sen and Sanjib Kumar Acharyya
Recent Advances on Erythrocyte Image Segmentation
for Biomedical Applications. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 353
Salam Shuleenda Devi, Ram Kumar and R.H. Laskar