Solving the 0-1 Knapsack Problem Using Genetic Algorithm - Teaching Learning Based Optimization Algorithms.- Cluster Head Selection Using Modified ACO.- Comparison of Soft Computing Techniques for Modelling Resistance Spot Welding Process.- A Fuzzy Multi-Criteria Decision Making Model for Green Electrical Discharge Machining.- Two Warehouse Reverse Logistic Inventory Model for Deteriorating Item under Learning Effect.- An Integrated Approach of Logarithmic Transformation and Histogram Equalization for Image Enhancement.- Genetic Algorithms, a Nature-Inspired Tool: Review of Applications in Supply Chain Management.- Data Mining in Market Segmentation: A Literature Review and Suggestions.- Cuckoo Search Optimization for Job Shop Scheduling Problem.- Artificial Neural Network Technique for the Solution of Non-Linear Elliptic Boundary Value Problems.- Scene Classification Using Fuzzy Uncertainty Texture Spectrum.- Parikh Matrices and Words over Ternary Alphabet.- Neuro-Genetic Approach to Predict Scour Depth around Vertical Bridge Abutment.- Rough Fuzzy Classification for Class Imbalanced Data.- Mind Reading by Face Recognition Using Security Enhancement Model.- Enhancement of Power Transfer capability of HVDC Transmission System Using Fuzzy Logic Controller.- Optimization of Clustering in SPIN and LEACH for Data Centric Wireless Sensor Network.- Application of Genetic Algorithm in Optimization of Hydrodynamic Bearings.- Diversity Based Dual Population Genetic Algorithm (DPGA): A Review.- Speed Control of Multilevel Inverter Based Induction Motor Using v/f Method.- Application of New Hybrid Harmony Search Algorithms Based on Cellular Automata Theory for Solving Magic Square Problems.- A Survey on Imaging Based Breast Cancer Detection.- Automated Cervical Cancer Detection Using Pap Smear Images.- Background Subtraction Algorithm for Moving Object Detection Using SAMEER-TU Dataset.- Internet of Things: Route Search Optimization Applying Ant Colony Algorithm & Theory of Computation.- Multi-objective Optimization of Knitted Fabric Comfort and Ultraviolet Radiation Protection by Evolutionary Algorithm.- Optimal Product Design of Textile Spinning Industry Using Simulated Annealing.- Contrast Restoration of Fog-Degraded Image Sequences.- Optimization of Primary Loop Pump Power of a Loop Type Liquid Metal Fast Breeder Reactor with Annular Fuel Using Genetic Algorithm.- Recent Advances on Erythrocyte Image Segmentation for Biomedical Applications.- Optimization Models for Solid Waste Management in Indian Cities: A Study.- Hybridization of Self Organizing Migrating Algorithm with Quadratic Approximation and Non Uniform Mutation for Function Optimization.- Identification of Single and Double Jersey Fabrics Using Proximal Support Vector Machine.- Dynamic Modelling & Simulation of Induction Motor Drives.- Design of PID and FOPID Controllers tuned by Firefly Algorithm for Magnetic Levitation System.- Distance Based analysis for Base Vector Selection in Mutation Operation of Differential Evolutionary Algorithm.- A Novel Chemo-inspired Genetic Algorithm for Economic Load Dispatch with Valve Point Loading Effect.- Engineering Design Optimization Using hybrid (DE-PSO-DE) Algorithm.- Predicting the Risk of Extinction of Species: Impact of Negative Growth Rate and Allee Effect.- Demonstration of Improved Performance of a 4-level DSEP to Enhance the Efficiency in Heterogeneous Wireless Sensor Networks.- Control of Two Link 2-DOF Robot Manipulator Using Fuzzy Logic Techniques: A Review.- Selection of Material under Conflicting Situation Using Simple Ratio Optimization Tech.- An Investigation into Use of Different Soft Artificial Intelligence Techniques in Mechanical Engineering Domain.- On solving Multi-objective Quadratic Programming Problems in a Probabilistic Fuzzy Environment.- Partial Commutation on Some Classes of 2D Picture Languages.- Dynamic Stability Enhancement of Power System Using Intelligent Power System Stabilizer.-
Описание: 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 Healthcare, Networking Optimization Problems, etc.
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 for MANET 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.
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 PIλDμ 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 System in 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 Algo
Описание: This two-volume book gathers the proceedings of the Sixth International Conference on Soft Computing for Problem Solving (SocProS 2016), offering a collection of research papers presented during the conference at Thapar University, Patiala, India.
Автор: Bansal Название: Soft Computing for Problem Solving ISBN: 9811315914 ISBN-13(EAN): 9789811315916 Издательство: Springer Рейтинг: Цена: 27950.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Автор: Bansal Название: Soft Computing for Problem Solving ISBN: 9811315949 ISBN-13(EAN): 9789811315947 Издательство: Springer Рейтинг: Цена: 27950.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Besides the DevOps Professional Courseware (ISBN: 978 94 018 313 7) publication you are advised to obtain the publication The DevOps Handbook: How to Create World-Class Agility, Reliability, and Security in Technology Organizations (ISBN: 978 19 427 8800 3).The word DevOps is a contraction of `Development` and `Operations`. DevOps is a set of best practices that emphasize the collaboration and communication of IT-professionals (developers, operators, and support staff) in the lifecycle of applications and services, leading to:¢ Continuous Integration: merging all developed working copies to a shared mainline several times a day¢ Continuous Deployment: release continuously or as often as possible¢ Continuous Feedback: seek feedback from stakeholders during all lifecycle stagesThe DevOps practices covered in this certification are derived from the Three Ways:- The First Way is to enable the work to move fast from left to right, from Development to Operations to the customer.- The Second Way is to enable feedback to go fast from right to left, from all stakeholders back into the value stream.- The Third Way is to enable learning by creating a high-trust culture of experimentation and risk-taking.Moreover, the crucial subjects of security in all stages, and maintaining compliance during change are covered.The certification has been developed in cooperation with experts in the DevOps work field.Recommended per knowledge: Pre-knowledge of Agile, Lean and/or IT Service Management, for instance through the EXIN Agile Scrum Foundation exam, LITA Lean IT Foundation exam or EXIN IT Service Management Foundation based on ISO/IEC 20000 exam, is recommended.
Описание: This book contains theoretical as well as practical aspects of Soft Computing, an umbrella term for techniques like fuzzy logic, neural networks and evolutionary algorithms, swarm intelligence algorithms etc.
Автор: Kedar Nath Das; Jagdish Chand Bansal; Kusum Deep; Название: Soft Computing for Problem Solving ISBN: 9811501831 ISBN-13(EAN): 9789811501838 Издательство: Springer Рейтинг: Цена: 20962.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This two-volume book presents the outcomes of the 8th International Conference on Soft Computing for Problem Solving, SocProS 2018. This conference was a joint technical collaboration between the Soft Computing Research Society, Liverpool Hope University (UK), and Vellore Institute of Technology (India), and brought together researchers, engineers and practitioners to discuss thought-provoking developments and challenges in order to select potential future directions. The book highlights the latest advances and innovations in the interdisciplinary areas of soft computing, including original research papers on algorithms (artificial immune systems, artificial neural networks, genetic algorithms, genetic programming, and particle swarm optimization) and applications (control systems, data mining and clustering, finance, weather forecasting, game theory, business and forecasting applications). It offers a valuable resource for both young and experienced researchers dealing with complex and intricate real-world problems that are difficult to solve using traditional methods.
Описание: Although computational intelligence and soft computing are both well-known fields, using computational intelligence and soft computing in conjunction is an emerging concept. This combination can effectively be used in practical areas of various fields of research. Applied Computational Intelligence and Soft Computing in Engineering is an essential reference work featuring the latest scholarly research on the concepts, paradigms, and algorithms of computational intelligence and its constituent methodologies such as evolutionary computation, neural networks, and fuzzy logic. Including coverage on a broad range of topics and perspectives such as cloud computing, sampling in optimization, and swarm intelligence, this publication is ideally designed for engineers, academicians, technology developers, researchers, and students seeking current research on the benefits of applying computation intelligence techniques to engineering and technology.
Описание: Soft computing and nature-inspired computing both play a significant role in developing a better understanding to machine learning. When studied together, they can offer new perspectives on the learning process of machines. The Handbook of Research on Soft Computing and Nature-Inspired Algorithms is an essential source for the latest scholarly research on applications of nature-inspired computing and soft computational systems. Featuring comprehensive coverage on a range of topics and perspectives such as swarm intelligence, speech recognition, and electromagnetic problem solving, this publication is ideally designed for students, researchers, scholars, professionals, and practitioners seeking current research on the advanced workings of intelligence in computing systems.
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