Topics in Semidefinite and Interior Point Methods is popular PDF and ePub book, written by Panos M. Pardalos and Henry Wolkowicz in 2024-09-21, it is a fantastic choice for those who relish reading online the Interior-point methods genre. Let's immerse ourselves in this engaging Interior-point methods book by exploring the summary and details provided below. Remember, Topics in Semidefinite and Interior Point Methods can be Read Online from any device for your convenience.
Topics in Semidefinite and Interior Point Methods Book PDF Summary
This volume presents refereed papers presented at the workshop Semidefinite Programming and Interior-Point Approaches for Combinatorial Problems: held at The Fields Institute in May 1996. Semidefinite programming (SDP) is a generalization of linear programming (LP) in that the non-negativity constraints on the variables is replaced by a positive semidefinite constraint on matrix variables. Many of the elegant theoretical properties and powerful solution techniques follow through from LP to SDP. In particular, the primal-dual interior-point methods, which are currently so successful for LP, can be used to efficiently solve SDP problems. In addition to the theoretical and algorithmic questions, SDP has found many important applications in combinatorial optimization, control theory and other areas of mathematical programming. The papers in this volume cover a wide spectrum of recent developments in SDP. The volume would be suitable as a textbook for advanced courses in optimization. It is intended for graduate students and researchers in mathematics, computer science, engineering and operations.
Detail Book of Topics in Semidefinite and Interior Point Methods PDF
- Author : Panos M. Pardalos and Henry Wolkowicz
- Release : 21 September 2024
- Publisher : American Mathematical Soc.
- ISBN : 0821871250
- Genre : Interior-point methods
- Total Page : 276 pages
- Language : English
- PDF File Size : 18,6 Mb
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