A roadmap for solving optimization problems with estimation of distribution algorithms
In recent decades, Estimation of Distribution Algorithms (EDAs) have gained much
popularity in the evolutionary computation community for solving optimization problems …
popularity in the evolutionary computation community for solving optimization problems …
Survey on learning-to-rank based recommendation algorithms
黄震华， 张佳雯， 田春岐， 孙圣力， 向阳 - Journal of Software, 2015 - jos.org.cn
排序学习技术尝试用机器学习的方法解决排序问题, 已被深入研究并广泛应用于不同的领域,
如信息检索, 文本挖掘, 个性化推荐, 生物医学等. 将排序学习融入推荐算法中 …
如信息检索, 文本挖掘, 个性化推荐, 生物医学等. 将排序学习融入推荐算法中 …
Reinforcement learning based local search for grouping problems: A case study on graph coloring
Grouping problems aim to partition a set of items into multiple mutually disjoint subsets
according to some specific criterion and constraints. Grouping problems cover a large class …
according to some specific criterion and constraints. Grouping problems cover a large class …
[PDF][PDF] 基于排序学习的推荐算法研究综述
黄震华， 张佳雯， 田春岐， 孙圣力， 向阳 - 软件学报, 2015 - jos.org.cn
排序学习技术尝试用机器学习的方法解决排序问题, 已被深入研究并广泛应用于不同的领域,
如信息检索, 文本挖掘, 个性化推荐, 生物医学等. 将排序学习融入推荐算法中 …
如信息检索, 文本挖掘, 个性化推荐, 生物医学等. 将排序学习融入推荐算法中 …
The linear ordering problem revisited
Abstract The Linear Ordering Problem is a popular combinatorial optimisation problem
which has been extensively addressed in the literature. However, in spite of its popularity …
which has been extensively addressed in the literature. However, in spite of its popularity …
Model-based gradient search for permutation problems
J Ceberio, V Santucci - ACM Transactions on Evolutionary Learning and …, 2023 - dl.acm.org
Global random search algorithms are characterized by using probability distributions to
optimize problems. Among them, generative methods iteratively update the distributions by …
optimize problems. Among them, generative methods iteratively update the distributions by …
Supervised ranking approach to identify infLuential websites in the darknet
The anonymity and high security of the Tor network allow it to host a significant amount of
criminal activities. Some Tor domains attract more traffic than others, as they offer better …
criminal activities. Some Tor domains attract more traffic than others, as they offer better …
RK-EDA: A novel random key based estimation of distribution algorithm
The challenges of solving problems naturally represented as permutations by Estimation of
Distribution Algorithms (EDAs) have been a recent focus of interest in the evolutionary …
Distribution Algorithms (EDAs) have been a recent focus of interest in the evolutionary …
A review of distances for the Mallows and Generalized Mallows estimation of distribution algorithms
The Mallows (MM) and the Generalized Mallows (GMM) probability models have
demonstrated their validity in the framework of Estimation of distribution algorithms (EDAs) …
demonstrated their validity in the framework of Estimation of distribution algorithms (EDAs) …
Doubly stochastic matrix models for estimation of distribution algorithms
V Santucci, J Ceberio - Proceedings of the Genetic and Evolutionary …, 2023 - dl.acm.org
Problems with solutions represented by permutations are very prominent in combinatorial
optimization. Thus, in recent decades, a number of evolutionary algorithms have been …
optimization. Thus, in recent decades, a number of evolutionary algorithms have been …