{"product_id":"9783030364717","title":"SpringerBriefs in Computer Science: Methods for Controllability and Observability Analysis, and Optimal Sensor Placement","description":"\u003ch1\u003eSpringerBriefs in Computer Science: Methods for Controllability and Observability Analysis, and Optimal Sensor Placement\u003c\/h1\u003e \u003ch2\u003eLeitold, Dániel; Vathy-Fogarassy, Ágnes; Abonyi, János\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\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\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\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 \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2020-01-14\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9783030364717\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-030-36472-4\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 110\u003c\/p\u003e ","brand":"Springer International Publishing","offers":[{"title":"Default Title","offer_id":45548515393676,"sku":"9783030364717","price":49.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783030364717.jpg?v=1772897870","url":"https:\/\/lateknightbooks.com\/products\/9783030364717","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}