{"product_id":"global-optimization-a-stochastic-approach-9781489992802","title":"Global Optimization: A Stochastic Approach","description":"\u003cp\u003e • Author(s): Stefan Schäffler\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Applied\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThis self-contained monograph presents a new stochastic approach to global optimization problems arising in a variety of disciplines including mathematics, operations research, engineering, and economics. The volume deals with constrained and unconstrained problems and puts a special emphasis on large scale problems. It also introduces a new unified concept for unconstrained, constrained, vector, and stochastic global optimization problems. All methods presented are illustrated by various examples. Practical numerical algorithms are given and analyzed in detail. \u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003eThe topics presented include the randomized curve of steepest descent, the randomized curve of dominated points, the semi-implicit Euler method, the penalty approach, and active set strategies. The optimal decoding of block codes in digital communications is worked out as a case study and shows the potential and high practical relevance of this new approach.\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003e\u003ci\u003eGlobal Optimization: A Stochastic Approach\u003c\/i\u003e is an elegant account of a refined theory, suitable for researchers and graduate students interested in global optimization and its applications.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Paperback","offer_id":45276979298455,"sku":"9781489992802","price":7277.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781489992802.webp?v=1769287155","url":"https:\/\/atlanticbooks.com\/products\/global-optimization-a-stochastic-approach-9781489992802","provider":"Atlantic Books","version":"1.0","type":"link"}