{"product_id":"analysis-of-the-hierarchical-fuzzy-control-using-evolutionary-algorithms-von-juliusz-zajaczkowski","title":"Analysis of the hierarchical fuzzy control","description":"\u003cp\u003eThe research presented examines the construction of a fuzzy logic controller for complex nonlinear system by control system decomposition into hierarchical fuzzy logic sub-systems.  Evolutionary algorithm based methods are proposed to determine the control system for the hierarchical fuzzy system (HFS). Different HFS topologies for a given dynamical system (such as the inverted pendulum system) are investigated. For the inverted pendulum system, a single layer, two layered, three layered, and four layered HFS, with different variable input configuration is investigated. Effects of different input configurations on controller performance are examined and discussed. A new evolutionary algorithm based compositional method is proposed to control system over the whole set of user-defined initial conditions. The method addresses directly the problem of controlling the dynamical system from specific, user-defined initial conditions. The multiobjective evolutionary algorithm (MOEA) based compositional method is developed and tested on the example of the inverted pendulum system.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783659168840\"\u003e\u003ch3\u003eusing evolutionary algorithms\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9783659168840","offer_id":39433621438557,"sku":"9783659168840","price":79.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/43ede486-d7c3-4a33-a7f4-2c5963dd1c09.jpg?v=1772776748","url":"https:\/\/shop.autorenwelt.de\/en\/products\/analysis-of-the-hierarchical-fuzzy-control-using-evolutionary-algorithms-von-juliusz-zajaczkowski","provider":"Autorenwelt Shop","version":"1.0","type":"link"}