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.
Series
Edition
Language
Place of publication
Target group
Professional and scholarly
Research
Illustrations
413 s/w Abbildungen
XIX, 1045 p. 413 illus.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 57 mm
Weight
ISBN-13
978-981-10-0450-6 (9789811004506)
DOI
10.1007/978-981-10-0451-3
Schweitzer Classification
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.
Chapter 1. Traffic Accident Prediction Model Using Support
Vector Machines with Gaussian Kernel.- Chapter 2. A Brief Overview on Least Square Spectral Analysis and
Power Spectrum.- Chapter 3. ASCCS: Architecture for Secure Communication Using
Cloud Services.- Chapter 4. Multi-Objective
Optimization Based Design of Robust Fractional Order PI?Dµ
Controller for Coupled Tank Systems.- Chapter 5. Using Least Square Spectral Analysis Method for
Time Series with Datum Shifts.- Chapter
6. Application
of Differential Evolution for Maximizing the Load Ability Limit of Transmission
System During Contingency.- Chapter
7. Common
Fixed Point Theorem for Occasionally Weakly Compatible Mappings in Fuzzy Metric
Spaces.- Chapter 8. Privacy
Preservation in Utility Mining Based on Genetic Algorithm: A New Approach.- Chapter 9.
Reliability Evaluation of Software System Using AHP
& Fuzzy TOPSIS Approach.- Chapter
10. Information
Security and Its Insurance in the World of High Rise of Cybercrime through a
Model.- Chapter 11. A
Systematic Study on Mitigating Parameter Variation in MOSFETs.- Chapter 12.
Vendor - Supplier Cooperative Inventory Model with
two Warehouse and Variable Demand Rate under the Environment of Volume Agility.-
Chapter 13. Invariant
Feature Extraction for Finger Vein Matching Using Fuzzy Logic Inference.- Chapter 14.
Fuzzy Reasoning Approach (FRA) for Assessment of
Workers Safety in Manganese Mines.- Chapter
15. Multiple-input
Multiple-output Paper Machine System Control Using Fuzzy-PID Tuned Controller.-
Chapter 16. Common Fixed
Point Results in GB Metric Space and Generalized Fuzzy Metric Space using E.A. Property
and Altering Distance Function.- Chapter
17. Design Optimization
of Sewer System Using Particle Swarm Optimization.- Chapter 18. Optimal Tuning of PID Controller for Centrifugal
Temperature Control Systemin Sugar Industry Using Genetic Algorithm.- Chapter 19.
Fault Diagnosis of ZSI Fed 3-phase Induction Motor Drive
System Using MATLAB.- Chapter 20. OpenMP
Genetic Algorithm for Continuous Non-linear Large Scale Optimization Problems.-
Chapter 21. Combined
SCP and Geometric Reconstruction of Spine from Bi-planar Radiographs.- Chapter 22.
Analysis of Network IO Performance in Hadoop
Cluster Environments Based on Docker Containers.- Chapter 23. Hough Transform Based Feature Extraction for the
Classification of Mammogram Using Back Propagation Neural Network.- Chapter 24.
Ant Colony System Based E-supermarket Website Link
Structure Optimization.- Chapter
25. An
Aggregation Based Approach with Pareto Ranking in Multi-objective Genetic
Algorithm.- Chapter 26. Weighted
CoHOG (W-CoHOG) Feature Extraction for Human Detection.- Chapter 27.
Municipal Solid Waste Generation Forecasting for
Faridabad City located in Haryana State, India.- Chapter 28. Secondary Network Throughput Analysis Applying SFR
in OFDMA-CR Networks.- Chapter
29. Unsupervised
Change Detection in Remote Sensing Images Using CDI and GIFP-FCM Clustering.- Chapter 30.
Performance Comparison between InP-ON and SON
MOSFET at Different Nanotechnology Nodes Using 2-D Numerical Device Simulation.-
Chapter 31. Discrete-time
Eco-epidemiological Model with Disease in Prey and Holling-Type III Functional Response.-
Chapter 32. A Novel Crossover
Operator Designed to Exploit Synergies of Two Crossover Operators for Real
Coded Genetic Algorithms.- Chapter
33. Classification
Techniques for Texture Images Using Neuroph Studio.- Chapter 34.
Optimization of Feature Selection in Face
Recognition System Using Differential Evolution and Genetic Algorithm.- Chapter 35.
Human Opinion Dynamics for Software Cost Estimation.-
Chapter 36. A Comparative
Study of Various Meta-heuristic Algorithms for Ab Initio Protein Structure
Prediction on 2d Hydrophobic-Polar Model.- Chapter 37. Population Segmentation Based Variant of
Differential Evolution Algorithm.- Chapter
38. PSO Optimized
and Secured Watermarking Scheme Based on RDWT and SVD.- Chapter 39.
Spectral Indices Based Change Detection in an Urban
Area Using Landsat Data.- Chapter
40. An
Approach to Protect Electronic Health Records.- Chapter 41. Analysis and Design of Secure Web Services.- Chapter 42.
A Fuzzy Clustering Method for Performance
Evaluation for Distributed Real Time Systems.- Chapter 43. Image Segmentation Using Genetic Algorithm and OTSU.-
Chapter 44. On
Accepting Hexagonal Array Splicing System with Respect to Directions.- Chapter 45.
Tracking Movements of Human Being in a Real-Time
Surveillance Scene.- Chapter 46. An Inventory
Model of Decaying Items with Stock Dependent and Seasonal Pattern Demand and Allowable
Shortages.- Chapter 47. Using
Differential Evolution to Develop a Carbon Integrated Model for Performance
Evaluation and Selection of Sustainable Suppliers in Indian Automobile Supply Chain.-
Chapter 48. A New
Approach for Rice Quality Analysis and Classification Using Thresholding Based
Classifier.- Chapter 49. Differential
Power Attack on Trivium Implemented on FPGA.- Chapter 50. Investigations of Power and EM Attacks on AES
Implemented in FPGA.- Chapter 51. Application
for Identifying and Monitoring Defaulters in Telecom Network.- Chapter 52.
An Efficient Approach for Mining Sequential Pattern.-
Chapter 53. A Better
Approach for Multilevel Association Rule Mining.- Chapter 54. Prediction of Market Power Using SVM as Regressor
under Deregulated Electricity Market.- Chapter 55. Design of Boost Converter for PV Applications.- Chapter 56.
A Review of Soft Classification Approaches on Satellite
Image and Accuracy Assessment.- Chapter
57. A New Collaborative
Approach to Particle Swarm Optimization for Global Optimization.- Chapter 58.
Reliability Optimization for the Complex Bridge
System: Fuzzy Multi-criteria Genetic Algorithm.- Chapter 59. Laser Power Distribution for Detection Performance
in Laser Ranging System.- Chapter
60. Numerical
solution of a Class of Singular Boundary Value Problems Arising in Physiology
Based on Neural Networks.- Chapter
61. Prototype
Evidence for Estimation of Release Time for Open Source Software Using Shannon
Entropy Measure.- Chapter 62. A Broad
Literature Survey of Development and Application of Artificial Neural networks
in Rainfall-Runoff Modelling.- Chapter
63. Development
of iMACOQR Metrics Framework for Quantification of Software Security.- Chapter 64.
Miniaturized Meandered and Stacked MSA Using Accelerated
Design Strategy for Biomedical Applications.- Chapter 65. Artificial Bee Colony Trained Functional Link Artificial
Neural Network Model for Software Cost Estimation.- Chapter 66. Improvised Cyber Crime Investigation Model.- Chapter 67.
Performance of Wideband Falcate Implantable Patch
Antenna for Biomedical Telemetry.- Chapter
68. Mining
Frequent Itemset Using Quine-McCluskey Algorithm.- Chapter 69. Robotics and Image Processing for Plucking of Fruits.-
Chapter 70. A Review
on Role of Fuzzy Logic in Psychology.- Chapter 71. Modified Single Array Selection Operation for DE
Algorithm.- Chapter 72. Optimal
Extraction of Bioactive Compounds from Ashwgandha Using Laplacian Biogeography
Based Optimization.- Chapter 73. Implementation
of 'Fmincon' Statistical Tool in Optimizing the SHG Efficiency of Polymeric
Films.- Chapter 74. Curve
Fitting Using Gravitational Search Algorithm and Its Hybridized Variants.- Chapter 75.
Investigation of Suitable Perturbation Rate scheme
for Spider Monkey Optimization Algorithm.- Chapter 76. A Portfolio Analysis of Ten National Banks through
Differential Evolution.- Chapter
77. Applications
of Harmony Search Algorithm in Data Mining: A Survey.- Chapter 78.
Enriched Biogeography Based Optimization Algorithm
to Solve Economic Power Dispatch Problem.- Chapter 79. Modified Artificial Bee Colony Algorithm Based on
Disruption Operator.- Chapter 80. DG
Integration with Power Quality Improvement Feature for Smart Grid.- Chapter 81.
Asynchronous Differential Evolution with Convex
Mutation.- Chapter 82. Equilibrium
Cable Configuration Estimation for Aerostat Using Approximation Method.- Chapter 83.
Differential Evolution Approach to Determine the
Promotion Duration for Durable Technology Product under the Effect of Mass and
Segment Driven Strategies.- Chapter
84. A Fuzzy Optimization
Approach for Designing a Sustainable RL Network in a Strategic Alliance between
OEM and 3PRL.- Chapter 85. Fuzzy
Bi-Criteria Optimization Model for Fault-tolerant Distributed Embedded Systems
under Reuse-or-Build-or-Buy Strategy Incorporating Recovery Block Scheme.- Chapter 86.
Hybrid Multi-criteria Decision Making Approach for
Supplier Evaluation in Fuzzy Environment.- Chapter 87. Mathematical Modeling of Multistage Evaporator System
in Kraft Recovery Process.
