{"product_id":"advances-on-mathematical-modeling-and-optimization-with-its-applications-9781032481104","title":"Advances on Mathematical Modeling and Optimization with Its Applications","description":"\u003cp\u003e\u003cstrong\u003eFormat\u003c\/strong\u003e: Paperback \/ softback\u003cbr\u003e\u003cstrong\u003eLength\u003c\/strong\u003e: 262 pages\u003cbr\u003e\u003cstrong\u003ePublication date\u003c\/strong\u003e: 26 December 2025\u003cbr\u003e\u003cstrong\u003ePublisher\u003c\/strong\u003e: Taylor \u0026amp; Francis Ltd\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eDiscusses machine learning models and their optimization in mathematical modeling. Covers important topics such as linear integer programming, network design problems, mixed integer problems, constrained and unconstrained optimization, constrained integer programming, and gradient-based nonlinear optimization.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWeight\u003c\/strong\u003e: 510g\u003cbr\u003e\u003cstrong\u003eDimension\u003c\/strong\u003e: 254 x 178 (mm)\u003cbr\u003e\u003cstrong\u003eISBN-13\u003c\/strong\u003e: 9781032481104\u003c\/p\u003e","brand":"Shulph Ink","offers":[{"title":"Paperback \/ softback","offer_id":48226872000762,"sku":"9781032481104","price":51.72,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0522\/4297\/2845\/files\/noimage_0f4dcd6d-486d-4396-8917-33801782ce68.png?v=1768482689","url":"https:\/\/shulphink.com\/products\/advances-on-mathematical-modeling-and-optimization-with-its-applications-9781032481104","provider":"Shulph Ink","version":"1.0","type":"link"}