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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]
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
Opac: Controlla la disponibilità qui
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
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
Opac: Controlla la disponibilità qui
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
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
Opac: Controlla la disponibilità qui
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
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
Opac: Controlla la disponibilità qui
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]
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
Opac: Controlla la disponibilità qui
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
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
Opac: Controlla la disponibilità qui
Optimization and Applications : 13th International Conference, OPTIMA 2022, Petrovac, Montenegro, September 26-30, 2022, Revised Selected Papers / / Nicholas Olenev [and five others] (editors)
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
Opac: Controlla la disponibilità qui
Optimization and Applications : 13th International Conference, OPTIMA 2022, Petrovac, Montenegro, September 26-30, 2022, Revised Selected Papers / / Nicholas Olenev [and five others] (editors)
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
Opac: Controlla la disponibilità qui
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
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
Opac: Controlla la disponibilità qui
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
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
Opac: Controlla la disponibilità qui