"This volume is an encyclopedic reference and textbook on theory and algorithms in combinatorial optimization. … As befits a reference book, the references are very complete and up to date. … The book has separate topic and author indexes and a very useful glossary of notation. … The book...
An adaptation of the Local Search algorithm is introduced for the approximate solution of the ensuing relaxed problems.;We then resolve an "open question" proving that the worst case complexity bound of the (closely related) Submodular-Supermodular heuristic is exponential. Because that heuristic ...
The ellipsoid method is introduced along with modifications of the basic algorithm. The next three chapters focus on various interior point methods including Karmarkar's projective scaling algorithm, affine scaling algorithms and some properties of the various algorithms. Chapter 9 presents the affine ...
■ 3 公式化:参数与决策变量 Formulation: Parameters and Decision Variables ■ 4 公式化:约束 Formulation: Constraints ■ 5 公式化:目标 Formulation: Objective ■ 6 建模约束 Modeling Limitations ■ 7 求值 Evaluation 1 方法 Methodology 2 结果 Results ■ 8 相关工作 Related Work ■ 9 小结 Conclusions...
摘要: Introduction to nonlinear optimization : theory, algorithms, and applications with MATLAB Amir Beck (MOS-SIAM series on optimization) Society for Industrial and Applied Mathematics , Mathematical Optimization Society, c2014DOI: 10.1109/IPDPS.2014.125 被引量: 69 ...
First-order and Stochastic Optimization Methods for Machine Learning . Springer.课程：UPenn: STAT9910...
A new meta-heuristic algorithm for continuous engineering optimization: harmony search theory and practice Most engineering optimization algorithms are based on numerical linear and nonlinear programming methods that require substantial gradient information and ... SL Kang,WG Zong - 《Computer Methods in ...
The dwell time algorithm is one of the most important key techniques of the MRF. A dwell time algorithm based on the1 matrix equation and optimization theory was presented in this paper. The conventional mathematical model of the dwell time was transferred to a matrix equation containing initial...
This book deals with optimality conditions, algorithms, and discretization tech- niques for nonlinear programming, semi-infinite optimization, and optimal con- trol problems. The unifying thread in the presentation consists of an abstract theory, within which optimality conditions are expressed in the fo...