{"product_id":"advanced-mathematical-tools-for-automatic-control-engineers-volume-2","title":"Advanced Mathematical Tools for Automatic Control Engineers:    Volume 2","description":"\u003cp data-mce-fragment=\"1\"\u003e\u003cspan class=\"a-text-italic\" data-mce-fragment=\"1\"\u003eAdvanced Mathematical Tools for Automatic Control Engineers, Volume 2: Stochastic Techniques\u003c\/span\u003e\u003cspan data-mce-fragment=\"1\"\u003e provides comprehensive discussions on statistical tools for control engineers.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp data-mce-fragment=\"1\"\u003e\u003cspan data-mce-fragment=\"1\"\u003eThe book is divided into four main parts. Part I discusses the fundamentals of probability theory, covering probability spaces, random variables, mathematical expectation, inequalities, and characteristic functions. Part II addresses discrete time processes, including the concepts of random sequences, martingales, and limit theorems. Part III covers continuous time stochastic processes, namely Markov processes, stochastic integrals, and stochastic differential equations. Part IV presents applications of stochastic techniques for dynamic models and filtering, prediction, and smoothing problems. It also discusses the stochastic approximation method and the robust stochastic maximum principle.\u003c\/span\u003e\u003c\/p\u003e\n\u003cul class=\"a-unordered-list a-vertical\" data-mce-fragment=\"1\"\u003e\n\u003cli data-mce-fragment=\"1\"\u003e\u003cspan class=\"a-list-item\" data-mce-fragment=\"1\"\u003e\u003cspan data-mce-fragment=\"1\"\u003eProvides comprehensive theory of matrices, real, complex and functional analysis\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli data-mce-fragment=\"1\"\u003e\u003cspan class=\"a-list-item\" data-mce-fragment=\"1\"\u003e\u003cspan data-mce-fragment=\"1\"\u003eProvides practical examples of modern optimization methods that can be effectively used in variety of real-world applications\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli data-mce-fragment=\"1\"\u003e\u003cspan class=\"a-list-item\" data-mce-fragment=\"1\"\u003e\u003cspan data-mce-fragment=\"1\"\u003eContains worked proofs of all theorems and propositions presented\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Elsevier","offers":[{"title":"Default Title","offer_id":44106150379758,"sku":"9780080446738","price":320.35,"currency_code":"AUD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0630\/9612\/7726\/products\/9780080446738.jpg?v=1680098439","url":"https:\/\/bookland.com.au\/products\/advanced-mathematical-tools-for-automatic-control-engineers-volume-2","provider":"Book Land AU","version":"1.0","type":"link"}