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Proceedings of Fifth International Conference on Soft Computing for Problem Solving: SocProS 2015, Volume 2 de Millie Pant

Proceedings of Fifth International Conference on Soft Computing for Problem Solving: SocProS 2015, Volume 2: Advances in Intelligent Systems and Computing, cartea 437

Editat de Millie Pant, Kusum Deep, Jagdish Chand Bansal, Atulya Nagar, Kedar Nath Das
en Limba Engleză Paperback – 21 apr 2016
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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Specificații

ISBN-13: 9789811004506
ISBN-10: 9811004501
Pagini: 914
Ilustrații: XIX, 1045 p. 413 illus.
Dimensiuni: 155 x 235 x 53 mm
Greutate: 1.46 kg
Ediția:1st ed. 2016
Editura: Springer Nature Singapore
Colecția Springer
Seria Advances in Intelligent Systems and Computing

Locul publicării:Singapore, Singapore

Cuprins

Chapter 1. Traffic Accident Prediction Model Using SupportVector Machines with Gaussian Kernel.- Chapter 2. A Brief Overview on Least Square Spectral Analysis andPower Spectrum.- Chapter 3. ASCCS: Architecture for Secure Communication UsingCloud Services.- Chapter 4. Multi-ObjectiveOptimization Based Design of Robust Fractional Order PIλDμController for Coupled Tank Systems.- Chapter 5. Using Least Square Spectral Analysis Method forTime Series with Datum Shifts.- Chapter6. Applicationof Differential Evolution for Maximizing the Load Ability Limit of TransmissionSystem During Contingency.- Chapter7. CommonFixed Point Theorem for Occasionally Weakly Compatible Mappings in Fuzzy MetricSpaces.- Chapter 8. PrivacyPreservation in Utility Mining Based on Genetic Algorithm: A New Approach.- Chapter 9.Reliability Evaluation of Software System Using AHP& Fuzzy TOPSIS Approach.- Chapter10. InformationSecurity and Its Insurance in the World of High Rise of Cybercrime through aModel.- Chapter 11. ASystematic Study on Mitigating Parameter Variation in MOSFETs.- Chapter 12.Vendor – Supplier Cooperative Inventory Model withtwo Warehouse and Variable Demand Rate under the Environment of Volume Agility.-Chapter 13. InvariantFeature Extraction for Finger Vein Matching Using Fuzzy Logic Inference.- Chapter 14.Fuzzy Reasoning Approach (FRA) for Assessment ofWorkers Safety in Manganese Mines.- Chapter15. Multiple-inputMultiple-output Paper Machine System Control Using Fuzzy-PID Tuned Controller.-Chapter 16. Common FixedPoint Results in GB Metric Space and Generalized Fuzzy Metric Space using E.A. Propertyand Altering Distance Function.- Chapter17. Design Optimizationof Sewer System Using Particle Swarm Optimization.- Chapter 18. Optimal Tuning of PID Controller for CentrifugalTemperature Control Systemin Sugar Industry Using Genetic Algorithm.- Chapter 19.Fault Diagnosis of ZSI Fed 3-phase Induction Motor DriveSystem Using MATLAB.- Chapter 20. OpenMPGenetic Algorithm for Continuous Non-linear Large Scale Optimization Problems.-Chapter 21. CombinedSCP and Geometric Reconstruction of Spine from Bi-planar Radiographs.- Chapter 22.Analysis of Network IO Performance in HadoopCluster Environments Based on Docker Containers.- Chapter 23. Hough Transform Based Feature Extraction for theClassification of Mammogram Using Back Propagation Neural Network.- Chapter 24.Ant Colony System Based E-supermarket Website LinkStructure Optimization.- Chapter25. AnAggregation Based Approach with Pareto Ranking in Multi-objective GeneticAlgorithm.- Chapter 26. WeightedCoHOG (W-CoHOG) Feature Extraction for Human Detection.- Chapter 27.Municipal Solid Waste Generation Forecasting forFaridabad City located in Haryana State, India.- Chapter 28. Secondary Network Throughput Analysis Applying SFRin OFDMA-CR Networks.- Chapter29. UnsupervisedChange Detection in Remote Sensing Images Using CDI and GIFP-FCM Clustering.- Chapter 30.Performance Comparison between InP-ON and SONMOSFET at Different Nanotechnology Nodes Using 2-D Numerical Device Simulation.-Chapter 31. Discrete-timeEco-epidemiological Model with Disease in Prey and Holling-Type III Functional Response.-Chapter 32. A Novel CrossoverOperator Designed to Exploit Synergies of Two Crossover Operators for RealCoded Genetic Algorithms.- Chapter33. ClassificationTechniques for Texture Images Using Neuroph Studio.- Chapter 34.Optimization of Feature Selection in FaceRecognition System Using Differential Evolution and Genetic Algorithm.- Chapter 35.Human Opinion Dynamics for Software Cost Estimation.-Chapter 36. A ComparativeStudy of Various Meta-heuristic Algorithms for Ab Initio Protein StructurePrediction on 2d Hydrophobic-Polar Model.- Chapter 37. Population Segmentation Based Variant ofDifferential Evolution Algorithm.- Chapter38. PSO Optimizedand Secured Watermarking Scheme Based on RDWT and SVD.- Chapter 39.Spectral Indices Based Change Detection in an UrbanArea Using Landsat Data.- Chapter40. AnApproach to Protect Electronic Health Records.- Chapter 41. Analysis and Design of Secure Web Services.- Chapter 42.A Fuzzy Clustering Method for PerformanceEvaluation for Distributed Real Time Systems.- Chapter 43. Image Segmentation Using Genetic Algorithm and OTSU.-Chapter 44. OnAccepting Hexagonal Array Splicing System with Respect to Directions.- Chapter 45.Tracking Movements of Human Being in a Real-TimeSurveillance Scene.- Chapter 46. An InventoryModel of Decaying Items with Stock Dependent and Seasonal Pattern Demand and AllowableShortages.- Chapter 47. UsingDifferential Evolution to Develop a Carbon Integrated Model for PerformanceEvaluation and Selection of Sustainable Suppliers in Indian Automobile Supply Chain.-Chapter 48. A NewApproach for Rice Quality Analysis and Classification Using Thresholding BasedClassifier.- Chapter 49. DifferentialPower Attack on Trivium Implemented on FPGA.- Chapter 50. Investigations of Power and EM Attacks on AESImplemented in FPGA.- Chapter 51. Applicationfor Identifying and Monitoring Defaulters in Telecom Network.- Chapter 52.An Efficient Approach for Mining Sequential Pattern.-Chapter 53. A BetterApproach for Multilevel Association Rule Mining.- Chapter 54. Prediction of Market Power Using SVM as Regressorunder Deregulated Electricity Market.- Chapter 55. Design of Boost Converter for PV Applications.- Chapter 56.A Review of Soft Classification Approaches on SatelliteImage and Accuracy Assessment.- Chapter57. A New CollaborativeApproach to Particle Swarm Optimization for Global Optimization.- Chapter 58.Reliability Optimization for the Complex BridgeSystem: Fuzzy Multi-criteria Genetic Algorithm.- Chapter 59. Laser Power Distribution for Detection Performancein Laser Ranging System.- Chapter60. Numericalsolution of a Class of Singular Boundary Value Problems Arising in PhysiologyBased on Neural Networks.- Chapter61. PrototypeEvidence for Estimation of Release Time for Open Source Software Using ShannonEntropy Measure.- Chapter 62. A BroadLiterature Survey of Development and Application of Artificial Neural networksin Rainfall-Runoff Modelling.- Chapter63. Developmentof iMACOQR Metrics Framework for Quantification of Software Security.- Chapter 64.Miniaturized Meandered and Stacked MSA Using AcceleratedDesign Strategy for Biomedical Applications.- Chapter 65. Artificial Bee Colony Trained Functional Link ArtificialNeural Network Model for Software Cost Estimation.- Chapter 66. Improvised Cyber Crime Investigation Model.- Chapter 67.Performance of Wideband Falcate Implantable PatchAntenna for Biomedical Telemetry.- Chapter68. MiningFrequent Itemset Using Quine-McCluskey Algorithm.- Chapter 69. Robotics and Image Processing for Plucking of Fruits.-Chapter 70. A Reviewon Role of Fuzzy Logic in Psychology.- Chapter 71. Modified Single Array Selection Operation for DEAlgorithm.- Chapter 72. OptimalExtraction of Bioactive Compounds from Ashwgandha Using Laplacian BiogeographyBased Optimization.- Chapter 73. Implementationof ‘Fmincon’ Statistical Tool in Optimizing the SHG Efficiency of PolymericFilms.- Chapter 74. CurveFitting Using Gravitational Search Algorithm and Its Hybridized Variants.- Chapter 75.Investigation of Suitable Perturbation Rate schemefor Spider Monkey Optimization Algorithm.- Chapter 76. A Portfolio Analysis of Ten National Banks throughDifferential Evolution.- Chapter77. Applicationsof Harmony Search Algorithm in Data Mining: A Survey.- Chapter 78.Enriched Biogeography Based Optimization Algorithmto Solve Economic Power Dispatch Problem.- Chapter 79. Modified Artificial Bee Colony Algorithm Based onDisruption Operator.- Chapter 80. DGIntegration with Power Quality Improvement Feature for Smart Grid.- Chapter 81.Asynchronous Differential Evolution with ConvexMutation.- Chapter 82. EquilibriumCable Configuration Estimation for Aerostat Using Approximation Method.- Chapter 83.Differential Evolution Approach to Determine thePromotion Duration for Durable Technology Product under the Effect of Mass andSegment Driven Strategies.- Chapter84. A Fuzzy OptimizationApproach for Designing a Sustainable RL Network in a Strategic Alliance betweenOEM and 3PRL.- Chapter 85. FuzzyBi-Criteria Optimization Model for Fault-tolerant Distributed Embedded Systemsunder Reuse-or-Build-or-Buy Strategy Incorporating Recovery Block Scheme.- Chapter 86.Hybrid Multi–criteria Decision Making Approach forSupplier Evaluation in Fuzzy Environment.- Chapter 87. Mathematical Modeling of Multistage Evaporator Systemin Kraft Recovery Process.

Notă biografică

Dr.Millie Pant is an Associate Professor with the Department of Paper Technology,Indian Institute of Technology Roorkee, Roorkee, India. She has to her creditseveral research papers in journals of national and international repute and isa well-known figure in the field of Swarm Intelligence and EvolutionaryAlgorithms. 
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 Internationalfigure in the area of Nature Inspired Optimization Techniques, GeneticAlgorithms and Particle Swarm Optimization.
Dr. JagdishChand Bansal, is an Assistant Professor with the SouthAsian University, New Delhi, India. Holding an excellent academic record, he isan excellent researcher in the field of Swarm Intelligence at the National andInternational Level, having several research papers in journals of national andinternational repute.
Prof. AtulyaNagar holds the Foundation Chair as Professor of Mathematical Sciences and isthe Dean of Faculty of Science, at LiverpoolHope University, Liverpool, UK. Prof. Nagar is an internationallyrecognised scholar working at the cutting edge of theoretical computer science,applied mathematical analysis, operations research, and systems engineering andhis 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 manypapers to his credit in many journal in national and international level ofrepute. His area of interest is on Evolutionary and Bio-inspired algorithms foroptimization.  

Textul de pe ultima copertă

This two volume book is based on the research papers presented at the 5thInternational Conference on Soft Computing for Problem Solving (SocProS 2015) andcovers a variety of topics, including mathematical modelling, image processing,optimization methods, swarm intelligence, evolutionary algorithms, fuzzy logic,neural networks, forecasting, medical and health care, data mining, etc. Mainlythe emphasis is on Soft Computing and its applications in diverse areas. The primeobjective of this book is to familiarize the reader with the latest scientificdevelopments in various fields of Science, Engineering and Technology and isdirected to the researchers and scientists engaged in various real-worldapplications of ‘Soft Computing’.

Caracteristici

Provides rich and authentic literature in the area of computational intelligence to help new Discusses latest findings on wide variety of industrial, engineering and scientific applications of soft computing Presents invited papers from the inventors/originators of computational techniques Includes supplementary material: sn.pub/extras