The absolute value equations (AVE) problem is an algebraic problem of solving Ax+|x|=b. So far, most of the research focused on methods for solving AVEs, but we address the problem itself by analysing properties of AVE and the corresponding solution set. In particular, we investigate topological properties of the solution set, such as convexity, boundedness, connectedness, or whether it consists of finitely many solutions. Further, we address problems related to nonnegativity of solutions such as solvability or unique solvability. AVE can be formulated by means of different optimization problems, and in this regard we are interested in how the solutions of AVE are related with optima, Karush-Kuhn-Tucker points and feasible solutions of these optimization problems. We characterize the matrix classes associated with the above mentioned properties and inspect the computational complexity of the recognition problem; some of the classes are polynomially recognizable, but some others are proved to be NP-hard. For the intractable cases, we propose various sufficient conditions. We also post new challenging problems that raised during the investigation of the problem.
翻译:绝对值方程( AVE) 问题是一个解决 Ax ⁇ x ⁇ x ⁇ bb 的代数问题。 到目前为止,大多数研究都侧重于解决AVE的方法,但我们通过分析AVE的属性和相应的解决方案来解决问题本身。特别是,我们调查成套解决方案的地形特性,如共性、约束性、连接性、关联性,或是否包含有限的多种解决方案。此外,我们处理与溶解性或独特溶解性等解决方案的非强化性有关的问题。AVE可以通过不同的优化问题来制定,在这方面,我们感兴趣的是,AVE的解决方案如何与opima、Karush-Kuhn-Tucker点和这些优化问题的可行解决方案相关联。我们描述与上述属性相关的矩阵类别,并检查识别问题的计算复杂性;有些类别是多类,但被证实为多类,但有些是NP-硬性。对于棘手的案件,我们提出了各种充分的条件。我们还提出了在问题调查过程中提出的新的挑战性问题。