Edizione	[1st ed. 2015.]
Pubbl/distr/stampa	Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015
Descrizione fisica	1 online resource (XIX, 496 p. 183 illus.)
Disciplina	006.3
Collana	Theoretical Computer Science and General Issues
Soggetto topico	Algorithms Numerical analysis Data mining Computer simulation Artificial intelligence Numerical Analysis Data Mining and Knowledge Discovery Computer Modelling Artificial Intelligence
ISBN	3-319-20469-6
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Novel swarm-based optimization algorithms and applications -- Particle swarm optimization -- Ant colony optimization -- Artificial bee colony algorithms -- Evolutionary and genetic algorithms -- Differential evolution -- Brain storm optimization algorithm -- Biogeography based optimization -- Cuckoo search -- Hybrid methods -- Multi-objective optimization -- Multi-agent systems and swarm robotics -- Neural networks and fuzzy methods -- Data mining approaches -- Information security -- Automation control -- Combinatorial optimization algorithms -- Scheduling and path planning -- Machine learning -- Blind sources separation -- Swarm interaction behavior -- Parameters and system optimization -- Neural networks -- Evolutionary and genetic algorithms -- Fuzzy systems -- Forecasting algorithms -- Classification -- Tracking analysis -- Simulation -- Image and texture analysis -- Dimension reduction -- System optimization -- Segmentation and detection system -- Machine translation -- Virtual management and disaster analysis.
Record Nr.	UNISA-996198515003316

Autore	Tan Ying
Edizione	[1st ed. 2024.]
Pubbl/distr/stampa	Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024
Descrizione fisica	1 online resource (493 pages)
Disciplina	004.0151
Altri autori (Persone)	ShiYuhui
Collana	Lecture Notes in Computer Science
Soggetto topico	Computer science Computer engineering Computer networks Machine learning Computer science - Mathematics Computational intelligence Theory of Computation Computer Engineering and Networks Machine Learning Mathematics of Computing Computational Intelligence
ISBN	9789819771813 9789819771806
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	-- Particle Swarm Optimization. -- Set-Based Particle Swarm Optimization for the Multi-Objective Multi-Dimensional Knapsack Problem. -- Proposal of a Memory-Based Ensemble Particle Swarm Optimizer. -- A Tri-swarm Particle Swarm Optimization Considering the Cooperation and the Fitness Value. -- A Modified Variable Velocity Strategy Particle Swarm Optimization Algorithm for Multi-objective Feature Selection. -- Multi-Strategy Enhanced Particle Swarm Optimization Algorithm for Elevator Group Scheduling. -- A Self-Learning Particle Swarm Optimization Algorithm for Dynamic Job Shop Scheduling Problem with New Jobs Insertion. -- Convolutional Neural Network Architecture Design Using An Improved Surrogate-assisted Particle Swarm Optimization Algorithm. -- Swarm Intelligence Computing. -- Cooperative Search and Rescue Target Assignment Based on Improved Ant Colony Algorithm. -- A Metabolic Pathway Design Method based on surrogate-assisted Fireworks Algorithm. -- Circle Chaotic Search-Based Butterfly Optimization Algorithm. -- An Adaptive Bacterial Foraging Optimization Algorithm Based on Chaos-Enhanced Non-Elite Reverse Learning. -- Enhanced Bacterial Foraging Optimization with Dynamic Disturbance Learning and Bilayer Nested Structure. -- Improved Kepler Optimization Algorithm Based on Mixed Strategy. -- Harmony Search with Dynamic Dimensional-reduction Adjustment Strategy for Large-scale Absolute Value Equation. -- Massive Conscious Neighborhood-based Crow Search Algorithm for the Pseudo-Coloring Problem. -- Multi-Strategy Integration Model Based on Black-Winged Kite Algorithm and Artificial Rabbit Optimization. -- Differential Evolution. -- Fractional Order Differential Evolution to Solve Parameter Estimation Problem of Solar Photovoltaic Models. -- Enhanced Dingo Optimization Algorithm Based on Differential Evolution and Chaotic Mapping for Engineering Optimization. -- Hierarchical Adaptive Differential Evolution with Local Search for Extreme Learning Machine. -- Metaheuristic Algorithms for Enhancing Multicepstral Representation in Voice Spoofing Detection: An Experimental Approach. -- Evolutionary Algorithms. -- A Multi-modal Multi-objective Evolutionary Algorithm Based on Multi-criteria Grouping. -- Constructing Robust and Influential Networks against Cascading Failures via a Multi-objective Evolutionary Algorithm. -- Fault Reconfiguration of Distribution Networks Using an Enhanced Multimodal Multi-objective Evolutionary Algorithm. -- Attacking Evolutionary Algorithms via SparseEA. -- Evolutionary Computation with Distance-based Pretreatment for Multimodal Problems. -- Multi-Agent Reinforcement Learning. -- Stock Price Prediction Model Based on Blending Model Improved with Sentiment Factors and Double Q-learning. -- Stock price prediction mdoel integrating an improved NSGA-III with Random Forest. -- Unveiling the Decision-Making Process in Reinforcement Learning with Genetic Programming. -- Diversity Improved Genetic Algorithm for Weapon Target Assignment. -- An Investigation of Underground Rescue Scheduling with Multi-Agent Reinforcement Learning. -- Distributed Advantage-based Weights Reshaping Algorithm with Sparse Reward. -- Multi-objective Optimization. -- A Joint Prediction Strategy based on Multiple Feature Points for Dynamic Multi-objective Optimization. -- An Expensive Multi-objective Optimization Algorithm Based on Regional Density Ratio. -- Robust Lightweight Neural Network Architecture Search-based on Multi-objective Particle Swarm Optimization. -- Surrogate-Assisted Multi-Objective Evolutionary Algorithm Guided by Multi-Reference Points. -- Multi-objective Path planning of Multiple Unmanned Air Vehicles Using the CCMO Algorithm. -- Multi-UAV Collaborative Detection Based on Reinforcement Learning.
Record Nr.	UNINA-9910882888303321

Autore	Tan Ying
Edizione	[1st ed. 2024.]
Pubbl/distr/stampa	Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024
Descrizione fisica	1 online resource (464 pages)
Disciplina	004.0151
Altri autori (Persone)	ShiYuhui
Collana	Lecture Notes in Computer Science
Soggetto topico	Computer science Computer engineering Computer networks Machine learning Computer science - Mathematics Computational intelligence Theory of Computation Computer Engineering and Networks Machine Learning Mathematics of Computing Computational Intelligence
ISBN	9789819771844 9789819771837
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	-- Route Planning Problem. -- Solving the Traveling Salesman Problem for Efficient Route Planning through Swarm Intelligence Based Optimization. -- An Improved Genetic Algorithm for Vehicle Routing Problem with Time Window Requirements. -- Automated Planning and Scheduling with Swarm Intelligence. -- Grouping and Angle Partitioning-Based Coverage Path Planning for Swarm Robots Using Only Local Communication. -- A Hyper-heuristic Algorithm Based on Q-learning for 3D Drone Trajectory Planning. -- Machine Learning. -- Robust Heterogeneous Federated Learning via Data-Free Knowledge Amalgamation. -- Efficient Multilevel Spatial Co-location Pattern Discovery Based on Density-wise Clustering and MC-Hash Structure. -- Multiple Machine Learning Methods with Correlation Analysis for Short-term River Water Quality Prediction. -- FGFL: Fine-Grained Federated Learning based on Neural Architecture Search for Heterogeneous Clients. -- Federated Neural Architecture Search with Hierarchical Progressive Acceleration for Medical Image Segmentation. -- IS-SQL: Knowledge-Enhanced In-Context Learning and Self Correction of Text-to-SQL. -- Research on the Operation Strategy of S Internet Hospital Based on Business Intelligence. -- Complex Network-based Decision-making Analysis of Strikes on Important Nodes of a Typical Kill Chain. -- Pixel Importance-based Transfer Adversarial Attack. -- Data-Driven Intervention Strategies for Mitigating Illegal Wildlife Trade: A Case Study of the United States. -- Detection and Prediction. -- Lung Nodule Detection Based on Spike-driven Self-attention YOLO. -- Unsupervised Microservice Log Anomaly Detection Method Based on Graph Neural Network. -- Deep Learning-based Customer Lifetime Value Prediction in Imbalanced Data Scenarios: A Case Study. -- Improving the Accuracy of Predictive Models in Imbalanced Lung Cancer Data. -- Classification. -- Multimodal Imaging Classification Based on Mixture Model Networks. -- Confidence-guided online knowledge distillation for semi-supervised medical image classification. -- Research on classification method of construction laws and regulations data. -- Identity Authentication Methods Based on User Profiling. -- Automatic Hyperspectral Image Clustering using Qutrit Differential Evolution. -- Comparative Evaluation of Classification Techniques for Predicting Risk and Recurrence of Thyroid Disorders. -- Edge Computing. -- Hierarchical Diffusion Teaching-learning-based Optimizer with Variational Autoencoder for Mobile Edge Computing System Optimization. -- ESEC: A New Edge Server Selection Algorithm under Muiti-access Edge Computing. -- Edge Dynamic Service Offloading Based on Multi-Agent Deep Q Learning. -- Modeling and Optimization. -- New Design Algorithm: Interactive-Generative Product Design for Shape Generation and Optimization. -- Designing a Social Network Framework Utilizing New Swarm and P2P Technologies for Application in Office Automation. -- Research on the basic combat round model of over-the-horizon air combat. -- An Offline Modeling Approach to Air Combat Maneuvering Policy. -- Neural Network Algorithm for Solving Nonlinear Equation Systems. -- Heart Failure Mortality Prediction: A Comparative Study of Predictive Modeling Approaches. -- Analysis of Review. -- Convolutional Neural Networks in Medical Imaging: A Review. -- A review of the analysis and evaluation of air combat situation and decision-making methods. -- Analyzing the Online Reviews to Explore Recent Trends of the U.S. Automotive Industry by Latent Dirichlet Allocation Method.
Record Nr.	UNINA-9910882898503321