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Titlebook: High Performance Optimization; Hans Frenk,Kees Roos,Shuzhong Zhang Book 2000 Springer Science+Business Media Dordrecht 2000 Finite.algorit

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楼主: 浅吟低唱
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Book 2000ery changed everything. A new `golden age‘ foroptimization started, which is continuing up to the current time. Whatis the cause of the excitement? Techniques of linear programmingformed previously an isolated body of knowledge. Then suddenly atunnel was built linking it with a rich and promising la
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Polynomiality of Path-Following Methodsor analyzing primal-dual path-following algorithms for semidefinite programming. Our framework is a direct extension of the .-space approach, which was developed by Kojima et al. [63] in the context of complementarity problems.
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Central Region Methodfreedom of movement, and consequently the ability to take long steps. This makes it interesting to consider more sophisticated search directions. We propose a search direction that is built up in three phases, viz.
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New Complexity Analysis of Primal-Dual Newton Methods for ,,(,) Linear Complementarity Problemsmity measure only. This proximity measure has not been used in the analysis of a large update method for LCP before. Our new analysis provides a unified way to analyze both large update and small update methods. The polynomial complexity of the method of finding a maximally complementarity solution is discussed as well.
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Solving Linear Ordering Problems with a Combined Interior Point/Simplex Cutting Plane Algorithmith one that uses only an interior point method and with one that uses only a simplex method. We solve integer programming problems with as many as 31125 binary variables. Computational results show that the combined approach can dramatically outperform the other two methods.
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Squared Functional Systems and Optimization Problemsivariate polynomials, which are non-negative on a ray and on an interval, and a description of non-negative trigonometric polynomials. We discuss some applications of the results to multi-variate polynomials.
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