{"product_id":"9781786345981","title":"Simulation-based Optimization Of Antenna Arrays","description":"The book addresses surrogate-assisted design of antenna arrays, in particular, how surrogate models, both data-driven and physics-based, can be utilized to expedite procedures such as parametric optimization, design closure, statistical analysis, or fault detection. Algorithms and design frameworks are illustrated using a large variety of examples including real-world printed-circuit antenna and antenna array structures.This unique compendium contains introductory materials concerning numerical optimization, both conventional (gradient-based and derivative-free, including metaheuristics) and surrogate-based, as well as a considerable selection of customized procedures developed specifically to handle antenna array problems. Recommendations concerning practical aspects of surrogate-assisted multi-objective antenna optimization are also given. The methods presented allow for cost-efficient handling of antenna array design problems (involving CPU-intensive EM models) in the context of design optimization and statistical analysis, which will benefit both researchers, designers and graduate students.","brand":"Slawomir Koziel","offers":[{"title":"Default Title","offer_id":47052081135934,"sku":"9781786345981","price":7449.55,"currency_code":"ZAR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4357\/7662\/products\/9781786345981_d0bf4f1e-896e-4353-9e31-5657fb0b0616.jpg?v=1707623972","url":"https:\/\/exclusivebooks.co.za\/products\/9781786345981","provider":"Exclusive Books Online","version":"1.0","type":"link"}