Proceedings of Fifth International Conference on Soft Computing for Problem Solving
Description
The proceedings of SocProS 2015 will serve as an academic bonanza for scientists and researchers working in the field of Soft Computing. This book contains theoretical as well as practical aspects using fuzzy logic, neural networks, evolutionary algorithms, swarm intelligence algorithms, etc., with many applications under the umbrella of 'Soft Computing'. The book will be beneficial for young as well as experienced researchers dealing across complex and intricate real world problems for which finding a solution by traditional methods is a difficult task.
The different application areas covered in the proceedings are: Image Processing, Cryptanalysis, Industrial Optimization, Supply Chain Management, Newly Proposed Nature Inspired Algorithms, Signal Processing, Problems related to Medical and Health Care, Networking Optimization Problems, etc.
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Persons
Dr. Millie Pant is an Associate Professor with the Department of Paper Technology, Indian Institute of Technology Roorkee, Roorkee, India. She has to her credit several research papers in journals of national and international repute and is a well-known figure in the field of Swarm Intelligence and Evolutionary Algorithms.
Prof. Kusum Deep is working as a full time professor in the Department of Mathematics, Indian Institute of Technology Roorkee, Roorkee, India. Over the last 25 years, her research is increasingly well cited making her a central International figure in the area of Nature Inspired Optimization Techniques, Genetic Algorithms and Particle Swarm Optimization.
Dr. Jagdish Chand Bansal , is an Assistant Professor with the South Asian University, New Delhi, India. Holding an excellent academic record, he is an excellent researcher in the field of Swarm Intelligence at the National and International Level, having several research papers in journals of national and international repute.
Prof. Atulya Nagar holds the Foundation Chair as Professor of Mathematical Sciences and is the Dean of Faculty of Science, at Liverpool Hope University, Liverpool, UK. Prof. Nagar is an internationally recognised scholar working at the cutting edge of theoretical computer science, applied mathematical analysis, operations research, and systems engineering and his work is underpinned by strong complexity-theoretic foundations.
Dr. Kedar Nath Das is now working as Assistant Professor in the Department of Mathematics, National Institute of Technology Silchar, Assam, India. Over the last 10 years, he has a good contribution towards to research in 'soft computing'. He has many papers to his credit in many journal in national and international level of repute. His area of interest is on Evolutionary and Bio-inspired algorithms for optimization.
Content
Chapter 1.
Optimization
of Non Local Means Filtering Technique for Denoising Magnetic Resonance Images:
A Review.-
Chapter 2.
A Production Model with Stock
Dependent Demand, Partial Backlogging, Weibull Distribution Deterioration and
Customer Returns.-
Chapter 3.
Chemo-inspired Genetic Algorithm and
Application to Model Order Reduction Problem.-
Chapter
4.
Grammatical
Evolution Using Fireworks Algorithm.-
Chapter 5.
Gaussian
Function Based Particle Swarm Optimization.-
Chapter 6.
Reinforcing Particle System Effects
Using Object Oriented Approach and Real Time Fluid Dynamics for Next Generation
3D Gaming.-
Chapter 7.
Searchless
Fractal Image Compression Using Fast DCT and Real DCT.-
Chapter 8.
Study of Neighborhood Search Based
Fractal Image Encoding.-
Chapter 9.
An
Optimized Color Image Watermarking Technique Using Differential Evolution and
SVD-DWT Domain.-
Chapter 10.
One Day Ahead Forecast of Pan
Evaporation at Pali Using Genetic Programming.-
Chapter
11.
Optimized
Scenario of Temperature Forecasting Using SOA and Soft Computing Techniques.-
Chapter
12.
Software
Reliability Prediction Using Machine Learning Techniques.-
Chapter
13.
A
Genetic Algorithm Based Scheduling Algorithm for Grid Computing Environments.-
Chapter
14.
Effect of Imperfect Debugging on Prediction of
Remaining Faults in Software.-
Chapter 15.
Multiple Document Summarization Using
Text Based Keyword Extraction.-
Chapter 16.
Implementation of the Principle of
Jamming for Hulk Gripper Remotely Controlled by Raspberry Pi.-
Chapter
17.
Differential
Evolution: An Overview.-
Chapter 18.
Multi-objective Parametric Query
Optimization for Distributed Database Systems.-
Chapter
19.
Energy
Efficient Routing Protocol forMANET Using Vague Set.-
Chapter 20.
Data Storage Security in Cloud
Paradigm.-
Chapter 21.
Axisymmetric
Vibrations of Variable Thickness Functionally Graded Clamped Circular Plate.-
Chapter
22.
Performance
Evaluation of Geometric Based Hybrid Approach for Facial Feature Localization.-
Chapter
23.
Optimal Land Allocation in Agricultural Production
Planning Using Fuzzy Goal Programming.-
Chapter 24.
Quantitative Estimation for Impact of
Genomic Features Responsible for 5' and 3' UTR Formation in Human Genome.-
Chapter
25.
Comparison
of Multilayer Perceptron (MLP) and Support Vector Machine (SVM) in Predicting
Green Pellet Characteristics of Manganese Concentrate.-
Chapter
26.
Audio
Pattern Recognition and Mood Detection System.-
Chapter
27.
SUMDOC:
A Unified Approach for Automatic Text Summarization.-
Chapter
28.
Improvising
and Optimizing Resource Utilization in Big Data Processing.-
Chapter
29.
Region
Based Prediction and Quality Measurements for Medical Image Compression.-
Chapter 30.
Recent Advancements of Energy
Efficient Routing in Wireless Sensor Networks: A Survey.-
Chapter
31.
A
Novel Approach for Market Prediction Using Differential Evolution & Genetic
Algorithm.-
Chapter 32.
A Novel Approach for Actuation of
Robotic Arm using EEG and Video Processing.-
Chapter 33.
A Survey: Artificial Neural Network
for Character Recognition.-
Chapter 34.
Crosstalk Noise Voltage Analysis in
Global Interconnects.-
Chapter 35.
A Comparative Analysis of Copper and
Carbon NanoTubes Based Global Interconnects in 32nm Technology.-
Chapter
36.
Comparative
Analysis of Si-MOSFET and CNFET Based 28T Full Adder.-
Chapter 37.
Cuckoo Search Based Scale Value
Optimization for Enhancement in Retinal Image Registration.-
Chapter
38.
Optimal
Demand Side Bidding Using Evolutionary Algorithm in Deregulated Environment.-
Chapter
39.
Optimized Point Robot Path Planning in Cluttered
Environment Using GA.-
Chapter 40.
ITMS
(Intelligent Traffic Management System).-
Chapter 41.
Intelligent
Parking Management System Using RFID.-
Chapter 42.
Performance
Analysis of DE over K-Means Proposed Model of Soft Computing.-
Chapter
43.
Fuzzy
Controller for Flying Capacitor Multicell Inverter.-
Chapter
44.
Dispersion
Effects on MHD Casson Fluid Flow Over a Vertical Cone Saturated with Non-Darcy
Porous Medium.-
Chapter 45.
JUPred_SVM:
Prediction of Phosphorylation Sites Using a Consensus of SVM Classifiers.-
Chapter
46.
Fuzzy
Logic Based Gait Phase Detection Using Passive Markers.-
Chapter
47.
Extraction
of Blood Vessels and Optic Disc Segmentation for Retinal Disease
Classification.-
Chapter 48.
Improved Local Search in Shuffled
Frog Leaping Algorithm.-
Chapter 49.
Shuffled Frog Leaping Algorithm with
Adaptive Exploration.-
Chapter 50.
Intuitionistic
Trapezoidal Fuzzy Prioritized Weighted Geometric Operator: An Algorithm for the
Selection of Suitable Treatment for Lung Cancer.-
Chapter
51.
Fuzzy
Controller for Reversing Voltage Topology MLI.-
Chapter
52.
Image
Quality Assessment Based Approach to Estimate the Age of Pencil Sketch.-
Chapter
53.
Self-Similarity
Descriptor and Local Descriptors Based Composite Sketch Matching.-
Chapter
54.
Multi-objective
Colliding Bodies Optimization.-
Chapter 55.
Printed Hindi Characters Recognition
Using Neural Network.-
Chapter 56.
Rendering Rigid Shadows Using Hybrid
Algorithm.-
Chapter 57.
Analysis of Role Based Access Control
in Software Defined Networking.-
Chapter 58.
Analysis
and Comparison of Regularization Techniques for Image Deblurring.-
Chapter
59.
An
Approach to Solve Multi-objective Linear Fractional Programming Problem.-
Chapter
60.
A
Fuzzy-AHP Approach for Calculating the Weights of Disassembly Line Balancing
Criteria.-
Chapter 61.
An Efficient Compression of Encrypted
Images Using WDR Coding.-
Chapter 62.
SVD
Based Fragile Reversible Data Hiding Using DWT.-
Chapter 63.
Static Economic Dispatch
Incorporating UPFC using Artificial Bee Colony Algorithm.-
Chapter
64.
Edge
preservation Based CT Image Denoising Using Wavelet and Curvelet Transforms.-
Chapter
65.
Critical Analysis of Clustering Algorithms for
Wireless Sensor Networks.-
Chapter 66.
Nelder-Mead and Non Uniform Based
Self Organizing Migrating Algorithm.-
Chapter 67.
Surrogate-assisted Differential
Evolution with an AdaptiveEvolution Control Based on Feasibility to Solve Constrained Optimization
Problems.-
Chapter 68.
PSO-TVAC
Based Economic Load Dispatch with Valve Point Loading.-
Chapter
69.
A
Heuristic Based on AHP and TOPSIS for Disassembly Line Balancing.-
Chapter 70.
Use of Intuitionistic Fuzzy Time
Series in Forecasting Enrollments to an Academic Institution.-
Chapter
71.
An
Improved Privacy-Preserving Public Auditing for Secure Cloud Storage.-
Chapter
72.
A
Simulation Study with Mobility Models Based on Routing Protocol.-
Chapter 73.
Genetic Based Weighted Aggregation
Model for Optimization of Student's Performance in Higher Education.-
Chapter
74.
Improved
Convergence Behavior by Using Best Solutions to Enhance Harmony Search
Algorithm.-
Chapter 75.
MVM: MySQL Vs MongoDB.-
Chapter
76.
A Novel Single Band Microstrip Antenna with Hexagonal Fractal
for SurveillanceRadar Application.-
Chapter 77.
Optimization of Hyper-Spectral Images
and Performance Evaluation Using Effective Loss Algorithm.-
Chapter
78.
Comparative Study of Bakhshali Square Root Method
with Newton's Iterative Method.-
Chapter 79.
Dynamic Resource Allocation for
Multi-tier Applications in Cloud.-
Chapter 80.
Comparison of Image Restoration and
Segmentation of the Image Using Neural Network.-
Chapter
81.
Performance Evaluation of PCA and ICA Algorithm
For Facial Expression Recognition Application.-
Chapter
82.
Modified
PSO Algorithm for Controller Optimization of a PFC CUK Converter Fed PMBLDCM
Drive.-
Chapter 83.
Speed Controller Optimization for
PMSM Drive Using PSO Algorithm.-
Chapter 84.
Parallelization of Simulated
Annealing Algorithm for FPGA Placement and Routing.-
Chapter
85.
Review
of Image Acquisition and Classification Methods on Early Detection of Skin
Cancer.-
Chapter 86.
Enhancement of Mobile Ad-hoc Network
Security Using Improved RSA Algorithm.-
Chapter 87.
Empirical Study of Grey Wolf
Optimizer and Development of a New
Modified Version of Grey Wolf Optimizer.-
Chapter 88.
Evaluation of Huffman-code and B-code
Algorithms for Image Compression Standards.