{"product_id":"semi-autonomous-networks","title":"Semi-Autonomous Networks","description":"This thesis analyzes and explores the design of controlled networked dynamic systems - dubbed semi-autonomous networks. The work approaches the problem of effective control of semi-autonomous networks from three fronts: protocols which are run on individual agents in the network; the network interconnection topology design; and efficient modeling of these often large-scale networks. The author extended the popular consensus protocol to advection and nonlinear consensus. The network redesign algorithms are supported by a game-theoretic and an online learning regret analysis.","brand":"Gardners","offers":[{"title":"Default Title","offer_id":57520083927413,"sku":"9783319150093","price":89.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0612\/7193\/3106\/files\/9783319150093.jpg?v=1787581558","url":"https:\/\/backstory.london\/products\/semi-autonomous-networks","provider":"Backstory","version":"1.0","type":"link"}