Описание: Addresses the complex realm of machine learning and its applications for solving various real-world problems in a variety of disciplines, such as manufacturing, business, information retrieval, and security. This premier reference source is essential for professors, researchers, and students in artificial intelligence as well as computer science and engineering.
Автор: Hussein A. Abbass Название: Computational Red Teaming ISBN: 3319384414 ISBN-13(EAN): 9783319384412 Издательство: Springer Рейтинг: Цена: 14365.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Utility: where the author draws on a wide range of examples, ranging from job interviews to Cyber operations, before presenting three case studies from air traffic control technologies, human behavior, and complex socio-technical systems involving real-time mining and integration of human brain data in the decision making environment.
Автор: Rodrigo Reyes Levalle Название: Resilience by Teaming in Supply Chains and Networks ISBN: 3319583212 ISBN-13(EAN): 9783319583211 Издательство: Springer Рейтинг: Цена: 16769.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Real-world supply chains and networks are inherently complex, formed by a large number of self-governing interconnected agents which dynamically update their behavior rules and connections based on context and environment changes. Oftentimes, these complex systems fail, almost inexplicably, due to unforeseen events leading to disruption. Exploration and research of the mechanisms behind the failure of supply chains and networks have revealed that those capable of surviving are not only robust, but resilient. The purpose of this book is to explain the meaning of resilience and its design in the broad context, and with a focus on the design and management of supply chains and supply networks. Written by Dr. Reyes Levalle, an experienced supply chains designer and supply networks engineer, the book is intended for beginners and advanced professionals, students, designers, policy makers, and managers. It is a pioneering effort to base resilience engineering and management on CCT, the collaborative control theory and tools.
Автор: Dietmar P.F. M?ller Название: Mathematical and Computational Modeling and Simulation ISBN: 3540403892 ISBN-13(EAN): 9783540403890 Издательство: Springer Рейтинг: Цена: 11173.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This introduction and textbook familiarizes engineers with the use of mathematical and computational modeling and simulation in a way that develops their understanding of the solution characteristics of a broad class of real-world problems.
Автор: Minrui Fei; Shiwei Ma; Xin Li; Xin Sun; Li Jia; Zh Название: Advanced Computational Methods in Life System Modeling and Simulation ISBN: 9811063699 ISBN-13(EAN): 9789811063695 Издательство: Springer Рейтинг: Цена: 13974.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The three-volume set CCIS 761, CCIS 762, and CCIS 763 constitutes the thoroughly refereed proceedings of the International Conference on Life System Modeling and Simulation, LSMS 2017, and of the International Conference on Intelligent Computing for Sustainable Energy and Environment, ICSEE 2017, held in Nanjing, China, in September 2017.
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.
Автор: Handl Название: Parallel Problem Solving from Nature – PPSN XIV ISBN: 3319458221 ISBN-13(EAN): 9783319458229 Издательство: Springer Рейтинг: Цена: 16769.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: theory of parallel evolutionary algorithms; promoting diversity in evolutionary optimization: why and how; evolutionary multi-objective optimization; a bridge between optimization over manifolds and evolutionary computation; runtime analysis of evolutionary algorithms: basic introduction;
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.
Описание: In addition to the obvious interest the book should have for members of the operations research and artificial intelligence communities, the papers here are also relevant to members of other research communities and development activities that can benefit from improvements to fundamental problem solving approaches.
Описание: Why aren`t the most powerful new technologies being used to solve the world`s most important problems: hunger, poverty, conflict, employment, disease? In Link, Dr. Lorien Pratt answers these questions by exploring the solution that is emerging worldwide to take Artificial Intelligence to the next level: Decision Intelligence.
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.-
Автор: Erik De Corte; Marcia C. Linn; Heinz Mandl; Lieven Название: Computer-Based Learning Environments and Problem Solving ISBN: 3642772307 ISBN-13(EAN): 9783642772306 Издательство: Springer Рейтинг: Цена: 14673.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
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