{"product_id":"algorithms-for-optimization-second-edition","title":"Algorithms for Optimization, second edition","description":"\u003cb\u003eA comprehensive, practical introduction to optimization updated with new chapters on duality, quadratic programming, and disciplined convex programming.\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003eThe extensively updated second edition of this popular textbook provides a comprehensive introduction to optimization with a focus on practical algorithms. Mykel Kochenderfer and Tim Wheeler approach optimization from an engineering perspective, where the objective is to design a system that optimizes a set of metrics subject to constraints. Readers will learn about computational approaches for a range of challenges, including searching high-dimensional spaces, handling problems where there are multiple competing objectives, and accommodating uncertainty in the metrics. Figures, examples, and exercises convey the intuition behind the mathematical approaches. Suitable for advanced undergraduates and graduate students in mathematics, statistics, computer science, engineering, and operations research and as a reference for professionals, the text provides concrete implementations in the Julia programming language.\u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eSecond edition highlights:\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003cul\u003e\n\u003cli\u003eNew chapters on duality, quadratic      programming, and disciplined convex programming\u003c\/li\u003e\n\u003cli\u003eAdditional methods covered,      from new ways to estimate gradients to multifidelity techniques\u003c\/li\u003e\n\u003cli\u003eImproved accessibility,      expanded explanations, updated references, and streamlined algorithms\u003c\/li\u003e\n\u003cli\u003eMore exercises, example      applications, and figures\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Gardners","offers":[{"title":"Default Title","offer_id":57680202760565,"sku":"9780262058162","price":110.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0612\/7193\/3106\/files\/9780262058162.jpg?v=1792423418","url":"https:\/\/backstory.london\/products\/algorithms-for-optimization-second-edition","provider":"Backstory","version":"1.0","type":"link"}