Advances in optimization and applications : 13th International Conference, OPTIMA 2022, Petrovac, Montenegro, September 26-30, 2022, revised selected papers / / edited by Nicholas Olenev [and four others] |
Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2023] |
Descrizione fisica | 1 online resource (201 pages) |
Disciplina | 004.6 |
Collana | Communications in Computer and Information Science Ser. |
Soggetto topico |
Computer networks
Mathematical optimization |
ISBN | 3-031-22990-8 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Intro -- Preface -- Organization -- Contents -- Mathematical Programming -- A Derivative-Free Nonlinear Least Squares Solver -- 1 Introduction -- 2 General Description of Nonlinear LS Solver -- 2.1 Descent Along a Subnormalized Direction -- 2.2 General Estimate for Residual Norm Reduction -- 2.3 Choosing the Value of the Stepsize -- 2.4 Approximating Product of Jacobian by a Vector -- 2.5 Choosing Subspace Basis and Descent Direction -- 2.6 Characterizing Inexactness and Choosing Search Directions -- 2.7 Subnormality of Search Directions and the Lower Bound for -- 2.8 Using Quasirandom and Adaptive Rectangular Preconditioners -- 2.9 Description of Computational Algorithm -- 3 Test Problems and Numerical Results -- 3.1 Broyden Tridiagonal Function -- 3.2 Chained Rosenbrock Function -- 3.3 Approximate Canonical Decomposition of Inverse 3D Distance Tensor -- 3.4 Lennard-Jones Potential Minimization -- 4 Concluding Remarks -- A Limiting Stepsize Along Subnormalized Direction -- References -- Gradient-Type Methods for Optimization Problems with Polyak-Łojasiewicz Condition: Early Stopping and Adaptivity to Inexactness Parameter -- 1 Introduction -- 2 Problem Statement and Basic Definitions -- 3 Gradient Descent with an Adaptive Step-Size Policy -- 4 Gradient Descent with Adaptivity in the Step-Size and Inexactness of the Noise Level -- 5 Numerical Experiments -- 5.1 The Minimization Problem of the Quadratic Form -- 5.2 Logistic Regression -- 5.3 Solving a System of Nonlinear Equations -- 6 Conclusion -- References -- Global Optimization -- An Improved Genetic Algorithm for the Resource-Constrained Project Scheduling Problem -- 1 Introduction -- 2 Problem Setting -- 3 Genetic Algorithm -- 4 Crossovers and Algorithm Scheme -- 5 Numerical Experiments -- 6 Conclusion -- References.
Nonlocal Optimization Methods for Nonlinear Controlled Systems with Terminal Constraints -- 1 Introduction -- 2 Control Improvement Problem -- 3 Iterative Methods -- 4 Example -- 5 Conclusion -- References -- Discrete and Combinatorial Optimization -- Three-Bar Charts Packing Problem -- 1 Introduction -- 1.1 Our Contribution -- 2 Formulation of the Problem -- 3 NP-Hardness of Packing 1-Big 3-BCs -- 4 Algorithms -- 4.1 Algorithm GA -- 4.2 Algorithm A3 -- 4.3 Algorithm AMaxATSP(0,1) -- 4.4 Algorithms Mw -- 5 Approximation Results -- 6 Conclusion -- References -- An 11/7 - Approximation Algorithm for Single Machine Scheduling Problem with Release and Delivery Times -- 1 Introduction -- 2 IJR Scheduling Algorithm -- 2.1 Algorithm IJR -- 3 The Worst-Case Performance Ratio of the IJR Algorithm -- 4 Computational Experiment -- 5 Conclusion -- References -- Optimization and Data Analysis -- Decentralized Strongly-Convex Optimization with Affine Constraints: Primal and Dual Approaches -- 1 Introduction -- 2 Preliminaries -- 3 Problem Statement -- 4 Primal Approach -- 5 Globally Dual Approach -- 6 Locally Dual Approach -- 6.1 Utilizing Locality on y -- 7 Numerical Experiments -- References -- Game Theory and Mathematical Economics -- Analysis of the Model of Optimal Expansion of a Firm -- 1 Introduction -- 2 Formulation of the Problem -- 3 The Deterministic Model of Optimal Expansion of the Firm -- 4 The Stochastic Model of Optimal Expansion of the Firm -- 4.1 Stochastic Model of Production Expansion in Discrete Time -- 4.2 Solution to Stochastic Model of Production Expansion in Discrete Time -- 5 Stochastic Model of Production Expansion in Continuous Time -- 5.1 The Production Expansion Problem with a Linear Terminal Component -- 6 Stochastic Model of Production Expansion in Continuous Time -- 6.1 Case (A) -- 6.2 Case (B). 6.3 Approximate Asymptotic Solution to the Producer's Problem -- 6.4 The Asymptotic Solution to the Producer's Problem with (x)=kx -- 7 Conclusion -- References -- Comparative Analysis of the Efficiency of Financing the State Budget Through Emissions, Taxes and Public Debt -- 1 Introduction -- 2 Model ISLMBP -- 3 Model Extension: ISLMBPFI -- 4 The Statement of the State's Problem of Optimal Control -- 5 Model Trajectories' Features -- 6 Conclusions and Perspectives -- References -- Applications -- Construction of Optimal Feedback for Zooplankton Diel Vertical Migration -- 1 Introduction -- 2 Materials and Methods -- 2.1 The Problem Statement -- 2.2 Construction of Optimal Feedback -- 2.3 Description of the SoFDE Framework -- 3 Results -- 4 Summary -- References -- Synthesis of Trajectory Planning Algorithms Using Evolutionary Optimization Algorithms -- 1 Introduction -- 2 Setting an Optimization Problem -- 3 Algorithms for a Path Optimization -- 3.1 Genetic Algorithm (GA) -- 3.2 Particle Swarm Algorithm (PSO) -- 3.3 Grey Wolf Algorithm (GWO) -- 4 Numerical Results -- 4.1 2D Case -- 4.2 3D Case -- 4.3 Trajectory Planning When There are a Large Number of Obstacles -- 5 Conclusion -- References -- Application of Attention Technique for Digital Pre-distortion -- 1 Introduction -- 2 Idea Description -- 2.1 Attention Mechanism -- 2.2 Memory Term Reduction Approach for DPD -- 2.3 Temporal Pattern Attention -- 2.4 Recurrent Neural Networks for DPD -- 2.5 Behavioral Modeling of TPA Approach Based on IGRNN or IGIRNN -- 2.6 Validation Metrics -- 3 Experiments -- 3.1 Using Memory Term Reduction for Sequence Length Decreasing -- 3.2 Using TPA Approach -- 4 Conclusion -- References -- Forecasting with Using Quasilinear Recurrence Equation -- 1 Introduction -- 2 Notation and Statement of the Problem -- 3 Evaluating by GLDM -- 3.1 Evaluating by WLDM. 3.2 GLDM Estimation Algorithm -- 4 Predictor -- 5 Experimental Results -- 6 Conclusion -- References -- Author Index. |
Record Nr. | UNISA-996503562603316 |
Cham, Switzerland : , : Springer, , [2023] | ||
Materiale a stampa | ||
Lo trovi qui: Univ. di Salerno | ||
|
Advances in Optimization and Applications : 13th International Conference, OPTIMA 2022, Petrovac, Montenegro, September 26–30, 2022, Revised Selected Papers / / edited by Nicholas Olenev, Yuri Evtushenko, Milojica Jaćimović, Michael Khachay, Vlasta Malkova, Igor Pospelov |
Edizione | [1st ed. 2022.] |
Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2022 |
Descrizione fisica | 1 online resource (201 pages) |
Disciplina |
004.6
004.0151 |
Collana | Communications in Computer and Information Science |
Soggetto topico |
Computer science - Mathematics
Artificial intelligence Computer science Mathematical Applications in Computer Science Mathematics of Computing Artificial Intelligence Theory of Computation |
ISBN | 3-031-22990-8 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Mathematical Programming -- A Derivative-Free Nonlinear Least Squares Solver -- Gradient-Type Methods for Optimization Problems with Polyak- Lojasiewicz Condition: Early Stopping and Adaptivity to Inexactness Parameter -- Global Optimization -- An Improved Genetic Algorithm for the Resource-Constrained Project Scheduling Problem -- Nonlocal Optimization Methods for Nonlinear Controlled Systems with Terminal Constraints -- Discrete and Combinatorial Optimization -- Three-Bar Charts Packing Problem -- An 11/7 – Approximation Algorithm for Single Machine Scheduling Problem with Release and Delivery Times -- Optimization and Data Analysis -- Decentralized Strongly-Convex Optimization with Affine Constraints: Primal and Dual Approaches -- Game Theory and Mathematical Economics -- Analysis of the Model of Optimal Expansion of a Firm -- Comparative Analysis of the Efficiency of Financing the State Budget through Emissions, Taxes and Public Debt -- Applications -- Construction of Optimal Feedback for Zooplankton Diel Vertical Migration -- Synthesis of Trajectory Planning Algorithms Using Evolutionary Optimization Algorithms -- Application of Attention Technique for Digital Pre-Distortion -- Forecasting with Using Quasilinear Recurrence Equation. |
Record Nr. | UNINA-9910639886303321 |
Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2022 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Advances in optimization and applications : 12th International Conference, OPTIMA 2021, Petrovac, Montenegro, September 27 - October 1, 2021, Revised Selected Papers. / / Nicholas N. Olenev [and four others], editors |
Pubbl/distr/stampa | Cham, Switzerland : , : Springer Nature Switzerland AG, , [2021] |
Descrizione fisica | 1 online resource (291 pages) |
Disciplina | 004.0151 |
Collana | Communications in computer and information science |
Soggetto topico |
Computer science - Mathematics
Mathematical optimization Computer networks |
ISBN | 3-030-92711-3 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNISA-996464516603316 |
Cham, Switzerland : , : Springer Nature Switzerland AG, , [2021] | ||
Materiale a stampa | ||
Lo trovi qui: Univ. di Salerno | ||
|
Advances in Optimization and Applications : 12th International Conference, OPTIMA 2021, Petrovac, Montenegro, September 27 – October 1, 2021, Revised Selected Papers / / edited by Nicholas N. Olenev, Yuri G. Evtushenko, Milojica Jaćimović, Michael Khachay, Vlasta Malkova |
Edizione | [1st ed. 2021.] |
Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2021 |
Descrizione fisica | 1 online resource (291 pages) |
Disciplina | 004.0151 |
Collana | Communications in Computer and Information Science |
Soggetto topico |
Computer science - Mathematics
Artificial intelligence Data structures (Computer science) Information theory Computer science Computational complexity Computer networks Mathematical Applications in Computer Science Artificial Intelligence Data Structures and Information Theory Theory and Algorithms for Application Domains Computational Complexity Computer Communication Networks |
ISBN | 3-030-92711-3 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Mathematical Programming -- Global Optimization -- Stochastic Optimization -- Optimal Control -- Mathematical Economics -- Optimization in Data Analysis -- Applications. |
Record Nr. | UNINA-9910512170903321 |
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2021 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Advances in optimization and applications : 11th international conference, OPTIMA 2020, Moscow, Russia, September 28 - October 2, 2020, revised selected papers / / Nicholas Olenev [and three others] |
Edizione | [1st ed. 2020.] |
Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2020] |
Descrizione fisica | 1 online resource (XXII, 251 p. 64 illus., 48 illus. in color.) |
Disciplina | 006.3 |
Collana | Communications in Computer and Information Science |
Soggetto topico |
Artificial intelligence
Computer Systems Organization and Communication Networks Mathematical Applications in Computer Science |
ISBN | 3-030-65739-6 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Global Optimization -- Combinatorial and Discrete Optimization -- Optimal Control -- Optimization in Economy, Finance and Social Sciences -- Applications. |
Record Nr. | UNISA-996465346903316 |
Cham, Switzerland : , : Springer, , [2020] | ||
Materiale a stampa | ||
Lo trovi qui: Univ. di Salerno | ||
|
Advances in Optimization and Applications : 11th International Conference, OPTIMA 2020, Moscow, Russia, September 28 – October 2, 2020, Revised Selected Papers / / edited by Nicholas Olenev, Yuri Evtushenko, Michael Khachay, Vlasta Malkova |
Edizione | [1st ed. 2020.] |
Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
Descrizione fisica | 1 online resource (XXII, 251 p. 64 illus., 48 illus. in color.) |
Disciplina | 006.3 |
Collana | Communications in Computer and Information Science |
Soggetto topico |
Computer science - Mathematics
Computer engineering Computer networks Artificial intelligence Algorithms Mathematical Applications in Computer Science Computer Engineering and Networks Artificial Intelligence Design and Analysis of Algorithms |
ISBN | 3-030-65739-6 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Global Optimization -- Combinatorial and Discrete Optimization -- Optimal Control -- Optimization in Economy, Finance and Social Sciences -- Applications. |
Record Nr. | UNINA-9910447240303321 |
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Optimization and Applications : 13th International Conference, OPTIMA 2022, Petrovac, Montenegro, September 26-30, 2022, Revised Selected Papers / / Nicholas Olenev [and five others] (editors) |
Edizione | [First edition.] |
Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2022] |
Descrizione fisica | 1 online resource (XVI, 251 p. 54 illus., 48 illus. in color.) |
Disciplina | 004.6 |
Collana | Lecture Notes in Computer Science Series |
Soggetto topico |
Computer networks
Computer science - Mathematics Optical data processing |
ISBN | 3-031-22543-0 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Mathematical Programming -- Decomposition Method for Solving the Quadratic Programming Problem in the Aircraft Assembly Modeling -- Degenerate Equality Constrained Optimization Problems and P-Regularity Theory -- The Relative Formulation of the Quadratic Programming Problem in the Aircraft Assembly Modeling -- Global Optimization -- An Accelerated Algorithm for Finding Efficient Solutions in Multiobjective Problems with Black-Box Multiextremal Criteria -- The Best Ellipsoidal Estimates of Invariant Sets for a Third-Order Switched Affine System -- Discrete and Combinatorial Optimization -- Prize-Collecting Asymmetric Traveling Salesman Problem Admits Polynomial Time Approximation within a Constant Ratio -- Optimal Control -- Control of the Motion of Heating Sources of a Rod with Non-Linear Feedback -- Terminal Control of Multi-Agent System -- Qualitative Analysis of an Infinite Horizon Optimal Control Problem of a Shallow Lake -- Optimization and Data Analysis -- Some Adaptive First-Order Methods for Variational Inequalities with Relatively Strongly Monotone Operators and Generalized Smoothness -- Compression and Data Similarity: Combination of Two Techniques for Communication-Efficient Solving of Distributed Variational Inequalities -- Game Theory and Mathematical Economics -- Numerical Analysis of the Model of Optimal Savings and Borrowing -- Nash and Stackelberg Equilibria in Games with Pay-Off Functions Constructed by Minimum Convolutions of Antagonistic and Private Criteria -- Fluctuations of Aggregated Production Capacity Near Balanced Growth Path -- Applications -- On the Simultaneous Identification of the Volumetric Heat Capacity and the Thermal Conductivity of a Substance -- Application of the Interpolation Approach for Approximating Single-Machine Scheduling Problem with an Unknown Objective Function -- Robot Workspace Approximation with Modified Bicenetred Krawczyk Method. |
Record Nr. | UNISA-996508669103316 |
Cham, Switzerland : , : Springer, , [2022] | ||
Materiale a stampa | ||
Lo trovi qui: Univ. di Salerno | ||
|
Optimization and Applications : 13th International Conference, OPTIMA 2022, Petrovac, Montenegro, September 26-30, 2022, Revised Selected Papers / / Nicholas Olenev [and five others] (editors) |
Edizione | [First edition.] |
Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2022] |
Descrizione fisica | 1 online resource (XVI, 251 p. 54 illus., 48 illus. in color.) |
Disciplina | 004.6 |
Collana | Lecture Notes in Computer Science Series |
Soggetto topico |
Computer networks
Computer science - Mathematics Optical data processing |
ISBN | 3-031-22543-0 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Mathematical Programming -- Decomposition Method for Solving the Quadratic Programming Problem in the Aircraft Assembly Modeling -- Degenerate Equality Constrained Optimization Problems and P-Regularity Theory -- The Relative Formulation of the Quadratic Programming Problem in the Aircraft Assembly Modeling -- Global Optimization -- An Accelerated Algorithm for Finding Efficient Solutions in Multiobjective Problems with Black-Box Multiextremal Criteria -- The Best Ellipsoidal Estimates of Invariant Sets for a Third-Order Switched Affine System -- Discrete and Combinatorial Optimization -- Prize-Collecting Asymmetric Traveling Salesman Problem Admits Polynomial Time Approximation within a Constant Ratio -- Optimal Control -- Control of the Motion of Heating Sources of a Rod with Non-Linear Feedback -- Terminal Control of Multi-Agent System -- Qualitative Analysis of an Infinite Horizon Optimal Control Problem of a Shallow Lake -- Optimization and Data Analysis -- Some Adaptive First-Order Methods for Variational Inequalities with Relatively Strongly Monotone Operators and Generalized Smoothness -- Compression and Data Similarity: Combination of Two Techniques for Communication-Efficient Solving of Distributed Variational Inequalities -- Game Theory and Mathematical Economics -- Numerical Analysis of the Model of Optimal Savings and Borrowing -- Nash and Stackelberg Equilibria in Games with Pay-Off Functions Constructed by Minimum Convolutions of Antagonistic and Private Criteria -- Fluctuations of Aggregated Production Capacity Near Balanced Growth Path -- Applications -- On the Simultaneous Identification of the Volumetric Heat Capacity and the Thermal Conductivity of a Substance -- Application of the Interpolation Approach for Approximating Single-Machine Scheduling Problem with an Unknown Objective Function -- Robot Workspace Approximation with Modified Bicenetred Krawczyk Method. |
Record Nr. | UNINA-9910639900803321 |
Cham, Switzerland : , : Springer, , [2022] | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Optimization and Applications [[electronic resource] ] : 12th International Conference, OPTIMA 2021, Petrovac, Montenegro, September 27 – October 1, 2021, Proceedings / / edited by Nicholas N. Olenev, Yuri G. Evtushenko, Milojica Jaćimović, Michael Khachay, Vlasta Malkova |
Edizione | [1st ed. 2021.] |
Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2021 |
Descrizione fisica | 1 online resource (376 pages) |
Disciplina | 004.0151 |
Collana | Theoretical Computer Science and General Issues |
Soggetto topico |
Computer science - Mathematics
Artificial intelligence Data structures (Computer science) Information theory Mathematical Applications in Computer Science Artificial Intelligence Data Structures and Information Theory Mathematics of Computing Informàtica Matemàtica |
Soggetto genere / forma |
Congressos
Llibres electrònics |
ISBN | 3-030-91059-8 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Mathematical Programming -- Global Optimization -- Discrete and Combinatorial Optimization -- Optimal Control -- Optimization and Data Analysis -- Game Theory and Mathematical Economics. |
Record Nr. | UNISA-996464448103316 |
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2021 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. di Salerno | ||
|
Optimization and Applications : 12th International Conference, OPTIMA 2021, Petrovac, Montenegro, September 27 – October 1, 2021, Proceedings / / edited by Nicholas N. Olenev, Yuri G. Evtushenko, Milojica Jaćimović, Michael Khachay, Vlasta Malkova |
Edizione | [1st ed. 2021.] |
Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2021 |
Descrizione fisica | 1 online resource (376 pages) |
Disciplina | 004.0151 |
Collana | Theoretical Computer Science and General Issues |
Soggetto topico |
Computer science - Mathematics
Artificial intelligence Data structures (Computer science) Information theory Mathematical Applications in Computer Science Artificial Intelligence Data Structures and Information Theory Mathematics of Computing Informàtica Matemàtica |
Soggetto genere / forma |
Congressos
Llibres electrònics |
ISBN | 3-030-91059-8 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Mathematical Programming -- Global Optimization -- Discrete and Combinatorial Optimization -- Optimal Control -- Optimization and Data Analysis -- Game Theory and Mathematical Economics. |
Record Nr. | UNINA-9910508465703321 |
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2021 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|