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相关论文: On problems equivalent to (min,+)-convolution

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In many combinatorial problems one may need to model the diversity or similarity of assignments in a solution. For example, one may wish to maximise or minimise the number of distinct values in a solution. To formulate problems of this…

人工智能 · 计算机科学 2014-01-17 Emmanuel Hebrard , Dániel Marx , Barry O'Sullivan , Igor Razgon

We consider the SUBSET SUM problem and its important variants in this paper. In the SUBSET SUM problem, a (multi-)set $X$ of $n$ positive numbers and a target number $t$ are given, and the task is to find a subset of $X$ with the maximal…

数据结构与算法 · 计算机科学 2022-12-07 Xiaoyu Wu , Lin Chen

The all-pairs shortest path problem is the first non-artificial problem for which it was shown that adding crossover can significantly speed up a mutation-only evolutionary algorithm. Recently, the analysis of this algorithm was refined and…

神经与进化计算 · 计算机科学 2015-03-20 Benjamin Doerr , Daniel Johannsen , Timo Kötzing , Frank Neumann , Madeleine Theile

We show that any submodular minimization (SM) problem defined on a linear constraint set with constraints having up to two variables per inequality, are 2-approximable in polynomial time. If the constraints are monotone (the two variables…

离散数学 · 计算机科学 2017-05-01 Dorit S. Hochbaum

The min-max optimization problem, also known as the saddle point problem, is a classical optimization problem which is also studied in the context of zero-sum games. Given a class of objective functions, the goal is to find a value for the…

最优化与控制 · 数学 2021-08-11 Meisam Razaviyayn , Tianjian Huang , Songtao Lu , Maher Nouiehed , Maziar Sanjabi , Mingyi Hong

This paper explores some sufficient conditions for the enhanced solvability of strong vector equilibrium problems, which can be established via a variational approach. Enhanced solvability here means existence of solutions, which are strong…

最优化与控制 · 数学 2022-05-11 Amos Uderzo

A fertile area of recent research has demonstrated concrete polynomial time lower bounds for solving natural hard problems on restricted computational models. Among these problems are Satisfiability, Vertex Cover, Hamilton Path, Mod6-SAT,…

计算复杂性 · 计算机科学 2010-02-03 Ryan Williams

We revisit the classic combinatorial pattern matching problem of finding a longest common subsequence (LCS). For strings $x$ and $y$ of length $n$, a textbook algorithm solves LCS in time $O(n^2)$, but although much effort has been spent,…

计算复杂性 · 计算机科学 2018-03-05 Karl Bringmann , Marvin Künnemann

The promise constraint satisfaction problem (PCSP) is a recently introduced vast generalisation of the constraint satisfaction problem (CSP) that captures approximability of satisfiable instances. A PCSP instance comes with two forms of…

计算复杂性 · 计算机科学 2023-01-31 Alex Brandts , Stanislav Živný

We propose a novel proof technique that can be applied to attack a broad class of problems in computational complexity, when switching the order of universal and existential quantifiers is helpful. Our approach combines the standard min-max…

密码学与安全 · 计算机科学 2015-06-23 Maciej Skorski

We revisit the $(f,g)$-clustering problem that we introduced in a recent work [SODA'25], and which subsumes fundamental clustering problems such as $k$-Center, $k$-Median, Min-Sum of Radii, and Min-Load $k$-Clustering. This problem assigns…

数据结构与算法 · 计算机科学 2025-12-10 Martin G. Herold , Evangelos Kipouridis , Joachim Spoerhase

This study delves into equilibrium problems, focusing on the identification of finite solutions for feasible solution sequences. We introduce an innovative extension of the weak sharp minimum concept from convex programming to equilibrium…

最优化与控制 · 数学 2024-01-15 Ruyu Wang , Wenling Zhao , Daojin Song , Yaozhong Hu

Given a set of $n$ integer-valued coin types and a target value $t$, the well-known change-making problem asks for the minimum number of coins that sum to $t$, assuming an unlimited number of coins in each type. In the more general…

数据结构与算法 · 计算机科学 2021-10-07 Timothy M. Chan , Qizheng He

Circuit augmentation schemes are a family of combinatorial algorithms for linear programming that generalize the simplex method. To solve the linear program, they construct a so-called monotone circuit walk: They start at an initial vertex…

数据结构与算法 · 计算机科学 2025-10-03 Alexander E. Black , Christian Nöbel , Raphael Steiner

In this paper, we study quantum query complexity of the following rather natural tripartite generalisations (in the spirit of the 3-sum problem) of the hidden shift and the set equality problems, which we call the 3-shift-sum and the…

量子物理 · 物理学 2018-03-29 Aleksandrs Belovs , Ansis Rosmanis

Machine learning approaches relying on such criteria as adversarial robustness or multi-agent settings have raised the need for solving game-theoretic equilibrium problems. Of particular relevance to these applications are methods targeting…

机器学习 · 计算机科学 2023-10-27 Xufeng Cai , Ahmet Alacaoglu , Jelena Diakonikolas

Submodular maximization is a classic algorithmic problem with multiple applications in data mining and machine learning; there, the growing need to deal with massive instances motivates the design of algorithms balancing the quality of the…

Basis pursuit is the problem of finding a vector with smallest $\ell_1$-norm among the solutions of a given linear system of equations. It is a well-known convex relaxation of the sparse affine feasibility problem, where sparse solutions to…

最优化与控制 · 数学 2026-04-29 Roger Behling , Yunier Bello-Cruz , Luiz-Rafael Santos , Paulo J. S. Silva

The most studied linear algebraic operation, matrix multiplication, has surprisingly fast $O(n^\omega)$ time algorithms for $\omega<2.373$. On the other hand, the $(\min,+)$ matrix product which is at the heart of many fundamental graph…

计算复杂性 · 计算机科学 2020-10-01 Andrea Lincoln , Adam Polak , Virginia Vassilevska Williams

In this work, we show the first worst-case to average-case reduction for the classical $k$-SUM problem. A $k$-SUM instance is a collection of $m$ integers, and the goal of the $k$-SUM problem is to find a subset of $k$ elements that sums to…

计算复杂性 · 计算机科学 2020-11-12 Zvika Brakerski , Noah Stephens-Davidowitz , Vinod Vaikuntanathan