{"product_id":"optimal-quadratic-programming-and-qcqp-algorithms-with-applications-9783031951664","title":"Optimal Quadratic Programming and Qcqp Algorithms with Applications","description":"\u003cp\u003e • Author(s): Zdeněk Dostál\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Optimization\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003ePreface.- Part I Background.- Chapter 1 Linear Algebra.- Chapter 2 Optimization.- Part II Basic Algorithms.- Chapter 3 Gradient Methods.- Chapter 4 Conjugate Gradients as Direct Method.- Chapter 5 Gradient Projection.- Chapter 6 From Penalty to Exact Augmented Lagrangians.- Chapter 7 Active Sets with Finite Termination.- Part III Optimal Algorithms.- Chapter 8 Conjugate Gradients as Iterative Method.- Chapter 9 SMALE for Equality Constraints.- Chapter 10 MPRGP for Bound Constraints.- Chapter 11 MPGP and PBBF for Separable QCQP.- Chapter 12 Solvers for Separable and Equality QP\/QCQP Problems.- Part IV Case Studies.- Chapter 13 Elliptic Variational Inequalities.- Chapter 14 Contact Problem with Friction.- Chapter 15 Model Predictive Control.- Chapter 16 Support Vector Machines.- Chapter 17 PERMON and ESPRESO Software.- References.\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Hardcover","offer_id":46437460902039,"sku":"9783031951664","price":11897.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783031951664.webp?v=1769135171","url":"https:\/\/atlanticbooks.com\/products\/optimal-quadratic-programming-and-qcqp-algorithms-with-applications-9783031951664","provider":"Atlantic Books","version":"1.0","type":"link"}