Viktoriya Semeshenko (12 results)

Condition: New. pp. 176.

Taschenbuch. Condition: Neu. Interacting Learning Agents | Models, Simulations, Experiments | Viktoriya Semeshenko | Taschenbuch | Englisch | VDM Verlag Dr. Müller | EAN 9783639190946 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu. …

Hardcover. Condition: new. Hardcover. Analyze, design, and deploy resilient complex adaptive systems using MS&V Resilient Complex Adaptive Systems: Modeling, Simulation, Visualization and Engineering Approaches demonstrates how modeling, simulation, and visualization facilitate the analysis, design, implementation, and deployment of resilient CAS. Across 17 chapters, this edited volume examines existing research from multiple perspectives, addressing emergent behavior, control and decision making, and utilization of advanced analytics using AI and machine learning with practical examples throughout. The volume captures lessons learned from CAS modeling across application domains including economics, crisis management, biology, Internet of Things, defense, and ecology. Four structured goals guide readers from domain-specific MS&V foundations through emergent behavior design approaches and AI/ML-enabled analytics to the formulation of functional and resilient CAS engineering principles. Readers will also find: Approaches for leveraging AI and machine learning to support control and decision making within resilient complex adaptive systemsMulti-domain case studies spanning economics, defense, ecology, biology, and crisis management that illustrate CAS modeling techniquesMethods for designing emergent behavior properties in systems of interacting agents using state-of-the-art simulation frameworksEngineering approaches that extend acquired modeling knowledge toward building functional CAS with targeted resilience characteristicsVisualization techniques that support analysis of global-level properties arising from agent-based complex adaptive system interactions Designed for researchers, lecturers, and graduate students in computer science, systems engineering, and computer engineering, this book also serves practitioners, program managers, research directors, and policy makers who require rigorous MS&V frameworks for understanding and engineering resilient complex adaptive systems. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. …

Condition: New. 2026. 1st Edition. hardcover. . . . . .

Condition: New.

Hardcover. Condition: Brand New. 480 pages. 6.34x1.57x9.41 inches. In Stock.

Condition: New. 2026. 1st Edition. hardcover. . . . . . Books ship from the US and Ireland.

Buch. Condition: Neu. Neuware - Analyze, design, and deploy resilient complex adaptive systems using MS&V Resilient Complex Adaptive Systems: Modeling, Simulation, Visualization and Engineering Approaches demonstrates how modeling, simulation, and visualization facilitate the analysis, design, implementation, and deployment of resilient CAS. Across 17 chapters, this edited volume examines existing research from multiple perspectives, addressing emergent behavior, control and decision making, and utilization of advanced analytics using AI and machine learning with practical examples throughout. The volume captures lessons learned from CAS modeling across application domains including economics, crisis management, biology, Internet of Things, defense, and ecology. Four structured goals guide readers from domain-specific MS&V foundations through emergent behavior design approaches and AI/ML-enabled analytics to the formulation of functional and resilient CAS engineering principles. Readers will also find: - Approaches for leveraging AI and machine learning to support control and decision making within resilient complex adaptive systems - Multi-domain case studies spanning economics, defense, ecology, biology, and crisis management that illustrate CAS modeling techniques - Methods for designing emergent behavior properties in systems of interacting agents using state-of-the-art simulation frameworks - Engineering approaches that extend acquired modeling knowledge toward building functional CAS with targeted resilience characteristics - Visualization techniques that support analysis of global-level properties arising from agent-based complex adaptive system interactions Designed for researchers, lecturers, and graduate students in computer science, systems engineering, and computer engineering, this book also serves practitioners, program managers, research directors, and policy makers who require rigorous MS&V frameworks for understanding and engineering resilient complex adaptive systems. …

Kartoniert / Broschiert. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Semeshenko ViktoriyaViktoriya Semeshenko received the Masters degree in Modeling and Simulation of Complex Realities at ICTP, Italy, and the PhD in Cognitive Sciences at Institut National Polytechnique de Grenoble, France. Sh.…

Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Individuals decisions in social systems are frequently influenced by the behavior or choices of others. These social effects may lead to multiple collective states, bringing up coordination problems. The outcome cannot be predicted a priori even in small systems. Depending on the intensity of interactions and the individuals learning capacities, non-optimal states may emerge, due to coordination failures. Understanding the emergence of collective states, which comes from the individual behavior of a large number of interacting individuals, is essential for the comprehension of social and industrial organizations. Here we present a study of such collective phenomena using methods of statistical physics and numerical simulations. We explore how the heterogeneity of the individuals, their interactions and learning capacities influence the system s behavior. Equilibrium properties and dynamics obtained with various learning scenarios are thoroughly analyzed. Furthermore, interesting experimental studies address the issues of coordination problems with heterogeneous players. This work is aimed at a broad audience of researchers and students in areas of social and natural sciences.…

Condition: New. Print on Demand pp. 176 2:B&W 6 x 9 in or 229 x 152 mm Perfect Bound on Creme w/Gloss Lam.

Condition: New. PRINT ON DEMAND pp. 176.