{"product_id":"network-based-analysis-of-dynamical-systems-methods-for-controllability-and-observability-analysis-and-optimal-sensor-placement-von-janos-abonyi-daniel-leitold-agnes-vathy-fogarassy","title":"Network-Based Analysis of Dynamical Systems","description":"\n                                \n                \u003cp\u003eThis book explores the key idea that the dynamical properties of complex systems can be determined by effectively calculating specific structural features using network science-based analysis. Furthermore, it argues that certain dynamical behaviours can stem from the existence of specific motifs in the network representation.\u003c\/p\u003e\n                                \n                \n                \u003cp\u003eOver the last decade, network science has become a widely applied methodology for the analysis of dynamical systems. Representing the system as a mathematical graph allows several network-based methods to be applied, and centrality and clustering measures to be calculated in order to characterise and describe the behaviours of dynamical systems.\u003c\/p\u003e\n                                \n                \n                \u003cp\u003eThe applicability of the algorithms developed here is presented in the form of well-known benchmark examples. The algorithms are supported by more than 50 figures and more than 170 references; taken together, they provide a good overview of the current state of network science-based analysis of dynamical systems, and suggest further reading material for researchers and students alike. The files for the proposed toolbox can be downloaded from a corresponding website.\u003c\/p\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783030364717\"\u003e\u003ch3\u003eMethods for Controllability and Observability Analysis, and Optimal Sensor Placement\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9783030364717","offer_id":39423884066909,"sku":"9783030364717","price":53.49,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/256c71d7-67e4-4af1-a7d6-d40918467f55.jpg?v=1772257954","url":"https:\/\/shop.autorenwelt.de\/products\/network-based-analysis-of-dynamical-systems-methods-for-controllability-and-observability-analysis-and-optimal-sensor-placement-von-janos-abonyi-daniel-leitold-agnes-vathy-fogarassy","provider":"Autorenwelt Shop","version":"1.0","type":"link"}