Autore	Sergeyev Yaroslav D
Edizione	[1st ed. 2017.]
Pubbl/distr/stampa	New York, NY : , : Springer New York : , : Imprint : Springer, , 2017
Descrizione fisica	1 online resource (X, 136 p. 39 illus.)
Disciplina	519.3
Collana	SpringerBriefs in Optimization
Soggetto topico	Computer programming Mathematical optimization Computer science—Mathematics Computer science - Mathematics Programming Techniques Optimization Mathematics of Computing Mathematical Applications in Computer Science
ISBN	1-4939-7199-9
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	1. Lipschitz global optimization -- 2. One-dimensional algorithms and their accleration -- 3. Diagonal approach and efficient paritioning strategies -- 4. Global optimization algorithms based on the non-redundant partitions -- References. .
Record Nr.	UNINA-9910254281003321

Autore	Sergeyev Yaroslav D
Edizione	[1st ed. 2025.]
Pubbl/distr/stampa	Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025
Descrizione fisica	1 online resource (372 pages)
Disciplina	004.0151
Altri autori (Persone)	KvasovDmitri E AstorinoAnnabella
Collana	Lecture Notes in Computer Science
Soggetto topico	Computer science - Mathematics Computer engineering Computer networks Machine learning Application software Algorithms Mathematics of Computing Computer Engineering and Networks Machine Learning Computer and Information Systems Applications
ISBN	9783031812446 3031812441
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Dimensionality Reduction with Proper Symplectic Decomposition for Learning Hamiltonian Dynamics -- Aspects of Optimization in Domestic Drinking Water Purification Systems -- Parallel Cyclic Reduction of Bordered Almost Block Diagonal Matrices -- A Direct/Indirect Approach to Optimal Control Problems -- Metaplectic Gabor Frames of Wigner-Decomposable Distributions -- Identifying Dengue Hotspots in Baguio City, Philippines through Spatiotemporal Analysis -- Discontinuous Galerkin Schemes for Master Equations Modeling Open Quantum Systems -- The Scaling Behavior of High-Order Structure Functions for a Turbulent Jet Induced by a Rotating Propeller -- Analysis of Computational Fluid Dynamics Approaches for the Development of Microfluidic Devices -- Extragradient Method For Monotone Variational Inequality in CAT(0) Spaces -- A Symbolic-Numerical Approach to Index Reduction and Solution of Differential-Algebraic Equations -- A MATLAB Code for Handling Efficiently Discontinuous BVPs -- Optimal Transport Flow Distribution and Construction of Wardrop Optimal Networks -- Optimizing the Reuse of Building Demolition Materials for Coastal Dunes Reestablishment -- A Simple Mathematical Solution to an Invariance Problem in Water Networks -- Scalability of Saharan Dust Outbreak Modelling with the Advanced Weather Research and Forecasting Model Coupled with Chemistry (WRF-Chem) -- Choosing Kernel Shape Parameters in Partition of Unity Methods by Univariate Global Optimization Techniques -- A Bayesian Approach for Simultaneously Radial Kernel Parameter Tuning in the Partition of Unity Method -- Application of Deep Learning for Wildfire Risk Management: Preliminary Results -- Node-Binded Communities for Interpolation on Graphs -- A Fast Algorithm for Numerical Differentiation from Scattered Data -- Preconditioning Strategies for RBF Interpolation -- An Alternative Nonlinear Diffusion Algorithm for Image Denoising and Deblurring -- Some Numerical Approaches for Bifurcation of Nonlinear Dynamic Systems -- The Effects of Different Mesh Sizes on a Cellular Automata-Based Hydrological Model -- Computation of the Confluent Hypergeometric Function M(a,b,x) -- Multi-Objective Support Vector Machine Classification Algorithm for Estimation of the Potential Atmospheric Water Harvesting -- IoT and Artificial Intelligence Integration for a Stormwater Monitoring and Management System -- Optimization Method Development for Water Management of Green Roof Systems -- Weighted Finite Element Method and Body of Optimal Parameters for One Problem of the Fracture Mechanics -- A Shallow Water Model: Analytical and Numerical Study for Simulating the Coastline Evolution -- On the Division in the Computation of Binary BBP-Type Formulas for Mathematical Constants -- Numerical Analysis of Sedimentation Tanks Efficiency Using CFD Simulation -- A Probabilistic Note on the WY Representation of Householder QR -- Applying Machine Learning to Improve Weather Forecasting in a Mediterranean Area: Preliminary Experiments.
Record Nr.	UNINA-9910983381303321

Autore	Sergeyev Yaroslav D
Edizione	[1st ed. 2025.]
Pubbl/distr/stampa	Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025
Descrizione fisica	1 online resource (387 pages)
Disciplina	004.0151
Altri autori (Persone)	KvasovDmitri E AstorinoAnnabella
Collana	Lecture Notes in Computer Science
Soggetto topico	Computer science - Mathematics Computer engineering Computer networks Machine learning Application software Algorithms Mathematics of Computing Computer Engineering and Networks Machine Learning Computer and Information Systems Applications
ISBN	9783031812477 3031812476
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Circuit-Based Numerical Solutions of Transmission Lines: Application to Korteweg-de Vries Equations -- Deep Learning Methods for fMRI Classification -- Deep Learning for Scoliosis Diagnosis: Methods and Databases -- Understanding Spreading Dynamics of COVID-19 by Mining Human Mobility Patterns -- Variational Quantum Algorithms for Gibbs State Preparation -- Towards a Parallel Code for Cellular Behavior in Vitro Prediction -- Combinators as Observable Presheaves: A Characterization in the Grossone Framework -- Applying Variational Quantum Classifier on Acceptability Judgements: A QNLP experiment -- Unimaginable Numbers: A Case Study as a Starting Point for an Educational Experimentation -- Some Notes on a Continuous Class of Octagons -- Game Theory Presented to Italian High School Students in Connection with Infinity Computing -- Meta Discussion Pedagogical Model to Foster Mathematics Teacher's Professional Development -- A Variational Quantum Soft Actor-Critic Algorithm for Continuous Control Tasks -- Named Entity Recognition to Extract Knowledge from Clinical Texts -- Applied Mathematical Modelling in the Physics Problem-Solving Classroom -- AIR SAFE: Leveraging IoT Sensors and AI Models to Foster Optimal Indoor Conditions -- Unimaginable Numbers and Infinity Computing at School: An Experimentation in Northern Italy -- The Cantor-Vitali Function and Infinity Computing -- New Probabilistic Methods for Generating Risk Maps -- How to Deal with Different Densities of Urban Spatial Data? A Comparison of Clustering Approaches to Detect City Hotspots -- The Impact of Vectorization on The Efficiency of a Parallel PIC Code for Numerical Simulation of Plasma Dynamics in Open Trap -- Algorithms for Design with CNC Machines: The Case Study of Wood Furniture -- PyGrossone: A Python Library for the Infinity Computer -- Towards Reproducible Research in Machine Learning via Blockchain -- Dossier Classification to Support Workflow Management Optimization -- Self-Sovereign Identification of IoT Devices by Using Physically Unclonable Functions and Blockchain -- Introducing Nondum, a Mathematical Notation for Computation with Approximations -- Visualization of Multilayer Networks -- Legal Systems and Fractals, Towards Infinity Computing -- Exploit Innovative Computer Architecture with Molecular Dynamics -- A Sentiment Analysis on Reviews of Italian Healthcare.-A Numerical Approach to Basic Calculus -- Modelling Hyperentanglement for Quantum Information Processes -- An Innovative Sentiment Analysis Model for COVID-19 Tweets -- Exploring Hierarchical MPI Reduction Collective Algorithms Targeted to Multicore Node Clusters.
Record Nr.	UNINA-9910983049903321

Autore	Sergeyev Yaroslav D
Edizione	[1st ed. 2025.]
Pubbl/distr/stampa	Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025
Descrizione fisica	1 online resource (434 pages)
Disciplina	004.0151
Altri autori (Persone)	KvasovDmitri E AstorinoAnnabella
Collana	Lecture Notes in Computer Science
Soggetto topico	Computer science - Mathematics Computer engineering Computer networks Machine learning Application software Algorithms Mathematics of Computing Computer Engineering and Networks Machine Learning Computer and Information Systems Applications
ISBN	9783031812415 3031812417
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Application of Machine Learning to Increase the Efficiency of the Global Search Algorithm for Solving Multicriterial Problems -- Sequential Decision Modeling for Dynamic Pricing and Revenue Management in Hotels -- Resource Allocation via Bayesian Optimization: An Efficient Alternative to Semi-Bandit Feedback -- Multi-Objective and Multiple Information Source Optimization for Fair & Green Machine Learning -- Extended Optimal Control Problem for Practical Application -- Explainable Process Deviance Discovery with Data-Efficient Deep Learning -- Line Search Stochastic Gradient Algorithm with a-Priori Rule for Monitoring the Control of the Variance -- A Machine Learning Approach to Speed up the Solution of the Distributor’s Pallet Loading Problem -- Combined First- and Second-Order Directions for Deep Neural Networks Training -- Constrained Global Optimization by Smoothing -- The Unreasonable Effectiveness of Optimal Transport Distance in the Design of Multi-Objective Evolutionary Optimization Algorithms -- An Improved Modified Jaya Optimization Algorithm: Application to the Solution of Nonlinear Equation Systems -- GPU Acceleration of the Enhanced Jaya Optimization Algorithm for Solving Large Systems of Nonlinear Equations -- Effective Resistance Based Community Detection in Complex Networks -- A Comparison of Formulations for Aircraft Deconfliction -- Optimal Recombination Problem in Genetic Programming for Boolean Functions -- Heuristics with Local Improvements for Two-Processor Scheduling Problem with Energy Constraint and Parallelization -- Numerical Analysis of Optimal Control of Assets and Liabilities by a Bank -- Optimal Control for Stochastic Multi-Agent Systems with the Use of Parallel Hybrid Genetic Algorithm -- DC Optimization in Adversarial Support Vector Machine -- A First-Order Optimality Condition in Nonsmooth Generalized Semi-Infinite Programming (GSIP) -- Miniaturisation of Binary Classifiers through Sparse Neural Networks -- Price Forecasting for Bitcoin: Linear Regression and SVM Approaches -- Inside the Box: 0-1 Linear Programming under Interval Uncertainty -- Machine Learning Techniques for Branch-and-Cut Methods: The Selection of Cutting Planes -- The Critical Cone and Second-Order Optimality Conditions for a State-Constrained Optimal Control Problem -- Local Information in Global Optimization with Dimensionality Reduction Schemes -- A Heuristic Solution Approach for Bulk Port Routing Optimization -- A Genetic Algorithm to Optimize the Dispatch of Firefighting Resources -- Robust Non-Convex Model-Based Approach for Deep Learning-Based Image Processing -- A DCA-Like Based Algorithm for the Merkle Tree Construction Problem in Ethereum Cryptocurrency System -- Numerical Optimization in Hyperbolic Space - Applications to Drug-Target Interaction Prediction -- Improving Feasibility of Optimal Control via Obtaining High-precision Model -- Dimensionality Reduction for Quadratic Convex Maximization -- Population Local Search for Single Processor Energy Efficient Scheduling Problem.
Record Nr.	UNINA-9910983352803321

Autore	Sergeyev Yaroslav D
Edizione	[1st ed. 2025.]
Pubbl/distr/stampa	Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025
Descrizione fisica	1 online resource (434 pages)
Disciplina	004.0151
Altri autori (Persone)	KvasovDmitri E AstorinoAnnabella
Collana	Lecture Notes in Computer Science
Soggetto topico	Computer science - Mathematics Computer engineering Computer networks Machine learning Application software Algorithms Mathematics of Computing Computer Engineering and Networks Machine Learning Computer and Information Systems Applications
ISBN	9783031812415 3031812417
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Application of Machine Learning to Increase the Efficiency of the Global Search Algorithm for Solving Multicriterial Problems -- Sequential Decision Modeling for Dynamic Pricing and Revenue Management in Hotels -- Resource Allocation via Bayesian Optimization: An Efficient Alternative to Semi-Bandit Feedback -- Multi-Objective and Multiple Information Source Optimization for Fair & Green Machine Learning -- Extended Optimal Control Problem for Practical Application -- Explainable Process Deviance Discovery with Data-Efficient Deep Learning -- Line Search Stochastic Gradient Algorithm with a-Priori Rule for Monitoring the Control of the Variance -- A Machine Learning Approach to Speed up the Solution of the Distributor’s Pallet Loading Problem -- Combined First- and Second-Order Directions for Deep Neural Networks Training -- Constrained Global Optimization by Smoothing -- The Unreasonable Effectiveness of Optimal Transport Distance in the Design of Multi-Objective Evolutionary Optimization Algorithms -- An Improved Modified Jaya Optimization Algorithm: Application to the Solution of Nonlinear Equation Systems -- GPU Acceleration of the Enhanced Jaya Optimization Algorithm for Solving Large Systems of Nonlinear Equations -- Effective Resistance Based Community Detection in Complex Networks -- A Comparison of Formulations for Aircraft Deconfliction -- Optimal Recombination Problem in Genetic Programming for Boolean Functions -- Heuristics with Local Improvements for Two-Processor Scheduling Problem with Energy Constraint and Parallelization -- Numerical Analysis of Optimal Control of Assets and Liabilities by a Bank -- Optimal Control for Stochastic Multi-Agent Systems with the Use of Parallel Hybrid Genetic Algorithm -- DC Optimization in Adversarial Support Vector Machine -- A First-Order Optimality Condition in Nonsmooth Generalized Semi-Infinite Programming (GSIP) -- Miniaturisation of Binary Classifiers through Sparse Neural Networks -- Price Forecasting for Bitcoin: Linear Regression and SVM Approaches -- Inside the Box: 0-1 Linear Programming under Interval Uncertainty -- Machine Learning Techniques for Branch-and-Cut Methods: The Selection of Cutting Planes -- The Critical Cone and Second-Order Optimality Conditions for a State-Constrained Optimal Control Problem -- Local Information in Global Optimization with Dimensionality Reduction Schemes -- A Heuristic Solution Approach for Bulk Port Routing Optimization -- A Genetic Algorithm to Optimize the Dispatch of Firefighting Resources -- Robust Non-Convex Model-Based Approach for Deep Learning-Based Image Processing -- A DCA-Like Based Algorithm for the Merkle Tree Construction Problem in Ethereum Cryptocurrency System -- Numerical Optimization in Hyperbolic Space - Applications to Drug-Target Interaction Prediction -- Improving Feasibility of Optimal Control via Obtaining High-precision Model -- Dimensionality Reduction for Quadratic Convex Maximization -- Population Local Search for Single Processor Energy Efficient Scheduling Problem.
Record Nr.	UNISA-996641272203316