目录 收起 Min-Max Optimization Gradient Descent Ascent MinMax Theorem 文章内容来自Lecture 14 - Deep Learning Foundations by Soheil Feizi : Min-Max Optimization (Part I)。 Min-Max Optimization 最小最大优化问题在对抗训练或多智能体强化学习中十分常见。例如,在 GAN 中,生成器需要基于输入噪声生成虚...
A bi-level, branch-and-reduce strategy for solving the min-max optimization problem for nonlinear, continuoustime dynamic systems is described. The proposed method exploits the power of Taylor models to determine function bounds and to reduce the search domains. This provides a rigorous, 蔚-...
The computational complexity of optimization problems of the min-max form is natu- rally characterized by P2 , the second level of the polynomial-time hierarchy. We present a number of optimization problems of this form and show that they are complete for the class P2 . We also show that th...
Fuzzy optimization of linear objective function subject to max-average relational inequality constraints In this paper a nonlinear objective optimization model subject to a system of fuzzy relation equations with max–average composition are presented. When th... F Kouchakinejad,E Khorram,M Mashinchi ...
常常在inner max的学习中引入强凹正则项来缓解这个问题。 常用的正则表达为 Min-Max Power in Attack Design Min-max optimization在对抗攻击中多考虑如下三个问题 (三个变体): Problem 1: Ensemble Attack over Multiple Models Problem 2: Universal Perturbation over Multiple Examples Problem 3: Adversarial ...
Constrained Min-Max Optimization Problems : A Novel Approach with Co-Evolutionary Differential EvolutionKrohling, Renato ACosme, Rodrigo C
Min-max optimization problems (i.e., min-max games) have been attracting a great deal of attention because of their applicability to a wide range of machine learning problems. Although significant progress has been made recently, the literature to date has focused on games with independent strate...
Min–max and min–max regret criteria are commonly used to define robust solutions. After motivating the use of these criteria, we present general results. Then, we survey complexity results for the min–max and min–max regret versions of some combinatorial optimization problems: shortest path, ...
4) Minimization problem 最小化问题 例句>> 5) Maximizing the Net Present Value of Projects 净现值最大化问题 1. Study on Scheduling Optimization of Maximizing the Net Present Value of Projects; 网络计划的优化主要有四个方面:工期固定——资源均衡问题、资源有限——工期最短问题、工期——费用交换...
min-max-min规划 1. min-max-min programming problem with its application ground is formulated, and some results on related theory and algorithms are recalled. min-max-min规划是一类重要的非光滑非凸优化问题,在工程优化设计、电子线路设计、数据挖掘等领域有着重要应用。 更多例句>> 5...