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Journal of Applied and Numerical Optimization最新文献

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Some topological properties of solution sets in partially ordered set optimization 部分有序集优化解集的一些拓扑性质
Pub Date : 1900-01-01 DOI: 10.23952/jano.5.2023.1.11
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引用次数: 0
Set-valued variational principles. When migration improves quality of life 集值变分原理。当移民提高了生活质量
Pub Date : 1900-01-01 DOI: 10.23952/jano.4.2022.1.04
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引用次数: 0
A Special Issue on Projection and Splitting Methods and Their Applications 关于投影和分裂方法及其应用的专刊
Pub Date : 1900-01-01 DOI: 10.23952/jano.4.2022.2.01
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引用次数: 0
Dual three-operator splitting algorithms for solving composite monotone inclusion with applications to convex minimization 求解复合单调包含的对偶三算子分裂算法及其在凸极小化中的应用
Pub Date : 1900-01-01 DOI: 10.23952/jano.3.2021.3.08
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引用次数: 2
Strong convergence of a modified inertial forward-backward splitting algorithm for a inclusion problem 包含问题的改进惯性前向后分裂算法的强收敛性
Pub Date : 1900-01-01 DOI: 10.23952/jano.2.2020.3.07
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引用次数: 2
A constrained LiGME model and its proximal splitting algorithm under overall convexity condition 整体凸性条件下的约束LiGME模型及其近端分裂算法
Pub Date : 1900-01-01 DOI: 10.23952/jano.4.2022.2.09
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引用次数: 5
On global optimality conditions for D.C. minimization problems with D.C. constraints 带dc约束的dc最小化问题的全局最优性条件
Pub Date : 1900-01-01 DOI: 10.23952/jano.3.2021.1.10
A. Strekalovsky
. The paper addresses the nonconvex nonsmooth optimization problem with the cost function, and equality and inequality constraints given by d.c. functions, i.e. represented as a difference of convex functions. The original problem is reduced to a problem without constraints with the help of the exact penalization theory. After that, the penalized problem is represented as a d.c. minimization problem without constraints, for which the new mathematical tools under the form of global optimality conditions (GOCs) are developed. The GOCs reduce the nonconvex problem in question to a family of convex (linearized with respect to the basic nonconvexities) problems. In addition, the GOCs are related to some nonsmooth form of the KKT-theorem for the original problem. Besides, the GOCs possess the constructive (algorithmic) property, which, when the GOCs are broken down, implies the producing of a feasible point that is better (in the original problem) than the one in question. The effectiveness of the GOCs is demonstrated by examples.
. 本文研究了具有代价函数的非凸非光滑优化问题,以及由dc函数给出的等式和不等式约束,即用凸函数的差分表示。利用精确惩罚理论,将原问题简化为无约束问题。在此基础上,将惩罚问题表示为无约束的直流极小化问题,并给出了全局最优性条件形式下的数学工具。goc将所讨论的非凸问题简化为一组凸(相对于基本非凸线性化)问题。此外,goc还与原问题的kkt定理的一些非光滑形式有关。此外,goc具有建设性(算法)性质,当goc被分解时,这意味着产生一个更好的可行点(在原始问题中)。通过实例验证了GOCs的有效性。
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引用次数: 3
Cone enlargements and applications to vector optimization 锥形放大及其在矢量优化中的应用
Pub Date : 1900-01-01 DOI: 10.23952/jano.5.2023.1.04
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引用次数: 1
Two convergence results for a gradient-type method in Banach spaces Banach空间中梯度型方法的两个收敛结果
Pub Date : 1900-01-01 DOI: 10.23952/jano.3.2021.3.03
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引用次数: 0
Convergence of an iterative process generated by a regular vector field 正则向量场生成的迭代过程的收敛性
Pub Date : 1900-01-01 DOI: 10.23952/jano.3.2021.1.14
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引用次数: 0
期刊
Journal of Applied and Numerical Optimization
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