Proceedings of Fifth International Conference on Soft Computing for Problem Solving: SocProS 2015, Volume 1

Front Matter....Pages i-xix
Optimization of Nonlocal Means Filtering Technique for Denoising Magnetic Resonance Images: A Review....Pages 1-15
A Production Model with Stock-Dependent Demand, Partial Backlogging, Weibull Distribution Deterioration, and Customer Returns....Pages 17-29
Chemo-inspired Genetic Algorithm and Application to Model Order Reduction Problem....Pages 31-41
Grammatical Evolution Using Fireworks Algorithm....Pages 43-55
Gaussian Function-Based Particle Swarm Optimization....Pages 57-67
Reinforcing Particle System Effects Using Object-Oriented Approach and Real-Time Fluid Dynamics for Next-Generation 3D Gaming....Pages 69-79
Searchless Fractal Image Compression Using Fast DCT and Real DCT....Pages 81-92
Study of Neighborhood Search-Based Fractal Image Encoding....Pages 93-104
An Optimized Color Image Watermarking Technique Using Differential Evolution and SVD–DWT Domain....Pages 105-116
One Day Ahead Forecast of Pan Evaporation at Pali Using Genetic Programming....Pages 117-125
Optimized Scenario of Temperature Forecasting using SOA and Soft Computing Techniques....Pages 127-139
Software Reliability Prediction Using Machine Learning Techniques....Pages 141-163
A Genetic Algorithm Based Scheduling Algorithm for Grid Computing Environments....Pages 165-173
Effect of Imperfect Debugging on Prediction of Remaining Faults in Software....Pages 175-185
Multiple Document Summarization Using Text-Based Keyword Extraction....Pages 187-197
Implementation of the Principle of Jamming for Hulk Gripper Remotely Controlled by Raspberry Pi....Pages 199-208
Differential Evolution: An Overview....Pages 209-217
Multi-objective Parametric Query Optimization for Distributed Database Systems....Pages 219-233
Energy Efficient Routing Protocol for MANET Using Vague Set....Pages 235-245
Data Storage Security in Cloud Paradigm....Pages 247-259
Axisymmetric Vibrations of Variable Thickness Functionally Graded Clamped Circular Plate....Pages 261-271
Performance Evaluation of Geometric-Based Hybrid Approach for Facial Feature Localization....Pages 273-286
Optimal Land Allocation in Agricultural Production Planning Using Fuzzy Goal Programming....Pages 287-298
Quantitative Estimation for Impact of Genomic Features Responsible for 5′ and 3′ UTR Formation in Human Genome....Pages 299-309
Comparison of Multilayer Perceptron (MLP) and Support Vector Machine (SVM) in Predicting Green Pellet Characteristics of Manganese Concentrate....Pages 311-320
Audio Pattern Recognition and Mood Detection System....Pages 321-332
Sumdoc: A Unified Approach for Automatic Text Summarization....Pages 333-343
Improvising and Optimizing Resource Utilization in Big Data Processing....Pages 345-353
Region-Based Prediction and Quality Measurements for Medical Image Compression....Pages 355-366
Recent Advancements in Energy Efficient Routing in Wireless Sensor Networks: A Survey....Pages 367-376
A Novel Approach for Market Prediction Using Differential Evolution and Genetic Algorithm....Pages 377-390
A Novel Approach for Actuation of Robotic Arm Using EEG and Video Processing....Pages 391-402
A Survey: Artificial Neural Network for Character Recognition....Pages 403-410
Crosstalk Noise Voltage Analysis in Global Interconnects....Pages 411-423
A Comparative Analysis of Copper and Carbon Nanotubes-Based Global Interconnects in 32 nm Technology....Pages 425-437
Comparative Analysis of Si-MOSFET and CNFET-Based 28T Full Adder....Pages 439-451
Cuckoo Search-Based Scale Value Optimization for Enhancement in Retinal Image Registration....Pages 453-460
Optimal Demand-Side Bidding Using Evolutionary Algorithm in Deregulated Environment....Pages 461-473
Optimized Point Robot Path Planning in Cluttered Environment Using GA....Pages 475-485
ITMS (Intelligent Traffic Management System)....Pages 487-495
Intelligent Parking Management System Using RFID....Pages 497-505
Performance Analysis of DE over K-Means Proposed Model of Soft Computing....Pages 507-519
Fuzzy Controller for Flying Capacitor Multicell Inverter....Pages 521-535
Influence of Double Dispersion on Non-Darcy Free Convective Magnetohydrodynamic Flow of Casson Fluid....Pages 537-551
JUPred_SVM: Prediction of Phosphorylation Sites Using a Consensus of SVM Classifiers....Pages 553-560
Fuzzy Logic-Based Gait Phase Detection Using Passive Markers....Pages 561-572
Extraction of Retinal Blood Vessels and Optic Disk for Eye Disease Classification....Pages 573-584
Improved Local Search in Shuffled Frog Leaping Algorithm....Pages 585-594
Shuffled Frog Leaping Algorithm with Adaptive Exploration....Pages 595-603
Intuitionistic Trapezoidal Fuzzy Prioritized Weighted Geometric Operator: An Algorithm for the Selection of Suitable Treatment for Lung Cancer....Pages 605-615
Fuzzy Controller for Reversing Voltage Topology MLI....Pages 617-632
Image Quality Assessment-Based Approach to Estimate the Age of Pencil Sketch....Pages 633-642
Self-Similarity Descriptor and Local Descriptor-Based Composite Sketch Matching....Pages 643-649
Multi-objective Colliding Bodies Optimization....Pages 651-664
Printed Hindi Characters Recognition Using Neural Network....Pages 665-671
Rendering Rigid Shadows Using Hybrid Algorithm....Pages 673-686
Analysis of Role-Based Access Control in Software-Defined Networking....Pages 687-697
Analysis and Comparison of Regularization Techniques for Image Deblurring....Pages 699-709
An Approach to Solve Multi-objective Linear Fractional Programming Problem....Pages 711-721
A Fuzzy AHP Approach for Calculating the Weights of Disassembly Line Balancing Criteria....Pages 723-727
An Efficient Compression of Encrypted Images Using WDR Coding....Pages 729-741
SVD-Based Fragile Reversible Data Hiding Using DWT....Pages 743-756
Static Economic Dispatch Incorporating UPFC Using Artificial Bee Colony Algorithm....Pages 757-769
Edge Preservation Based CT Image Denoising Using Wavelet and Curvelet Transforms....Pages 771-782
Critical Analysis of Clustering Algorithms for Wireless Sensor Networks....Pages 783-793
Nelder-Mead and Non-uniform Based Self-organizing Migrating Algorithm....Pages 795-807
Surrogate-Assisted Differential Evolution with an Adaptive Evolution Control Based on Feasibility to Solve Constrained Optimization Problems....Pages 809-822
PSO-TVAC-Based Economic Load Dispatch with Valve-Point Loading....Pages 823-832
A Heuristic Based on AHP and TOPSIS for Disassembly Line Balancing....Pages 833-842
Use of Intuitionistic Fuzzy Time Series in Forecasting Enrollments to an Academic Institution....Pages 843-852
An Improved Privacy-Preserving Public Auditing for Secure Cloud Storage....Pages 853-866
A Simulation Study with Mobility Models Based on Routing Protocol....Pages 867-875
Genetic-Based Weighted Aggregation Model for Optimization of Student’s Performance in Higher Education....Pages 877-887
Improved Convergence Behavior by Using Best Solutions to Enhance Harmony Search Algorithm....Pages 889-898
MVM: MySQL Versus MongoDB....Pages 899-909
A Novel Single Band Microstrip Antenna with Hexagonal Fractal for Surveillance Radar Application....Pages 911-918
Optimization of Hyperspectral Images and Performance Evaluation Using Effective Loss Algorithm....Pages 919-927
Comparative Study of Bakhshālī Square Root Method with Newton’s Iterative Method....Pages 929-938
Dynamic Resource Allocation for Multi-tier Applications in Cloud....Pages 939-950
Comparison of Image Restoration and Segmentation of the Image Using Neural Network....Pages 951-963
Performance Evaluation of PCA and ICA Algorithm for Facial Expression Recognition Application....Pages 965-976
Modified PSO Algorithm for Controller Optimization of a PFC Ćuk Converter-Fed PMBLDCM Drive....Pages 977-987
Speed Controller Optimization for PMSM Drive Using PSO Algorithm....Pages 989-999
Parallelization of Simulated Annealing Algorithm for FPGA Placement and Routing....Pages 1001-1013
Review of Image Acquisition and Classification Methods on Early Detection of Skin Cancer....Pages 1015-1025
Enhancement of Mobile Ad Hoc Network Security Using Improved RSA Algorithm....Pages 1027-1036
Empirical Study of Grey Wolf Optimizer....Pages 1037-1049
Evaluation of Huffman-Code and B-Code Algorithms for Image Compression Standards....Pages 1051-1060
Back Matter....Pages 1061-1063