{"product_id":"scalable-optimization-via-probabilistic-modeling-from-algorithms-to-applications-von-martin-pelikan-kumara-sastry-erick-cantu-paz-hrsg","title":"Scalable Optimization via Probabilistic Modeling","description":"I’m not usually a fan of edited volumes. Too often they are an incoherent hodgepodge of remnants, renegades, or rejects foisted upon an unsuspecting reading public under a misleading or fraudulent title. The volume Scalable Optimization via Probabilistic Modeling: From Algorithms to Applications is a worthy addition to your library because it succeeds on exactly those dimensions where so many edited volumes fail. For example, take the title, Scalable Optimization via Probabilistic M- eling: From Algorithms to Applications. You need not worry that you’re going to pick up this book and ?nd stray articles about anything else. This book focuseslikealaserbeamononeofthehottesttopicsinevolutionary compu- tion over the last decade or so: estimation of distribution algorithms (EDAs). EDAs borrow evolutionary computation’s population orientation and sel- tionism and throw out the genetics to give us a hybrid of substantial power, elegance, and extensibility. The article sequencing in most edited volumes is hard to understand, but from the get go the editors of this volume have assembled a set of articles sequenced in a logical fashion. The book moves from design to e?ciency enhancement and then concludes with relevant applications. The emphasis on e?ciency enhancement is particularly important, because the data-mining perspectiveimplicitinEDAsopensuptheworldofoptimizationtonewme- ods of data-guided adaptation that can further speed solutions through the construction and utilization of e?ective surrogates, hybrids, and parallel and temporal decompositions.\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783642071164\"\u003e\u003ch3\u003eFrom Algorithms to Applications\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9783642071164","offer_id":39428023025757,"sku":"9783642071164","price":160.49,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/68e4315c-c2e0-49db-a35c-9d2e0563725a.jpg?v=1774680134","url":"https:\/\/shop.autorenwelt.de\/en\/products\/scalable-optimization-via-probabilistic-modeling-from-algorithms-to-applications-von-martin-pelikan-kumara-sastry-erick-cantu-paz-hrsg","provider":"Autorenwelt Shop","version":"1.0","type":"link"}