Big Data: Conceptual Analysis and Applications [[electronic resource] /] / by Michael Z. Zgurovsky, Yuriy P. Zaychenko |
Autore | Zgurovsky Michael Z |
Edizione | [1st ed. 2020.] |
Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
Descrizione fisica | 1 online resource (298 pages) |
Disciplina | 005.7 |
Collana | Studies in Big Data |
Soggetto topico |
Computational intelligence
Artificial intelligence Big data Computational Intelligence Artificial Intelligence Big Data |
ISBN | 3-030-14298-1 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Cluster Analysis in Big Data Mining -- Deep Neural Networks and Hybrid GMDH – Neuro-fuzzy Networks in Big Data Analysis -- Pattern Recognition in Big Data Analysis -- Intellectual analysis of systemic world conflicts and global forecast for the 21st century. . |
Record Nr. | UNINA-9910483855703321 |
Zgurovsky Michael Z
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Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
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Lo trovi qui: Univ. Federico II | ||
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Combinatorial Optimization Problems in Planning and Decision Making [[electronic resource] ] : Theory and Applications / / by Michael Z. Zgurovsky, Alexander A. Pavlov |
Autore | Zgurovsky Michael Z |
Edizione | [1st ed. 2019.] |
Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
Descrizione fisica | 1 online resource (527 pages) |
Disciplina | 519.64 |
Collana | Studies in Systems, Decision and Control |
Soggetto topico |
Applied mathematics
Engineering mathematics Computer-aided engineering Industrial engineering Production engineering Operations research Decision making Mathematical and Computational Engineering Computer-Aided Engineering (CAD, CAE) and Design Industrial and Production Engineering Operations Research/Decision Theory |
ISBN | 3-319-98977-4 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Part I Intractable combinatorial optimization problems. PSC-algorithms -- Optimal scheduling for two criteria for a single machine with arbitrary due dates -- Optimal tasks execution for two criteria with a common due date on parallel machines -- Optimal scheduling for the vector criterion for parallel machines with arbitrary due dates -- The total weighted tardiness of tasks minimization on a single machine -- The total earliness/tardiness minimization on a single machine with arbitrary due dates -- The total tardiness of tasks minimization on identical parallel machines with a common due date -- Minimization of the maximum earliness/tardiness of tasks on identical parallel machines with a common due date -- The total weighted completion time of tasks minimization with precedence relations on a single machine -- Part II: Hierarchical planning and decision making in network systems with limited resources -- The four-level model of planning and decision making -- Algorithmic support of the four-level model of planning and decision making -- Models and methods of decision making with non-formalized goals -- Project 1. Informational Decision Support System for the project management in software development -- Project 2. Universal hierarchical system of scheduling and operational planning for the small-scale type of productions. |
Record Nr. | UNINA-9910337473003321 |
Zgurovsky Michael Z
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Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
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Lo trovi qui: Univ. Federico II | ||
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Qualitative and quantitative analysis of nonlinear systems [[electronic resource] ] : theory and applications / / by Michael Z. Zgurovsky, Pavlo O. Kasyanov |
Autore | Zgurovsky Michael Z |
Edizione | [1st ed. 2018.] |
Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
Descrizione fisica | 1 online resource (240 pages) : illustrations (some color), photographs |
Disciplina | 003.75 |
Collana | Studies in Systems, Decision and Control |
Soggetto topico |
Computational intelligence
Computational complexity Statistical physics Control engineering Computational Intelligence Complexity Applications of Nonlinear Dynamics and Chaos Theory Control and Systems Theory |
ISBN | 3-319-59840-6 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Introduction: Special Classes of Extended Phase Spaces of Distributions -- Qualitative Methods for Classes of Nonlinear Systems: Constructive Existence Results -- Regularity of Solutions for Nonlinear Systems -- Uniform Global Attractors for Non-Autonomous Dissipative Dynamical Systems -- Uniform Trajectory Attractors for Non-autonomous Nonlinear Systems -- Indirect Lyapunov Method for Autonomous Dynamical Systems. |
Record Nr. | UNINA-9910299903703321 |
Zgurovsky Michael Z
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Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
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Lo trovi qui: Univ. Federico II | ||
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