BeeRBF: a bee-inspired data clustering approach to design RBF neural network classifiers

DPF Cruz, RD Maia, LA da Silva, LN de Castro - Neurocomputing, 2016 - Elsevier
Different methods have been used to train radial basis function (RBF) neural networks. This
paper proposes the use of a bee-inspired algorithm, named cOptBees, plus a heuristic to …

A dynamic fuzzy‐based dance mechanism for the bee colony optimization algorithm

SS Choong, LP Wong, CP Lim - Computational Intelligence, 2018 - Wiley Online Library
The bee colony optimization (BCO) algorithm with a linear dance function (denoted as the
BCO‐Linear algorithm) is inspired by the bees' foraging behaviors, in which waggle dances …

[PDF][PDF] Multi-attribute dynamic pricing for online markets using intelligent agents

PR Dasgupta, Y Hashimoto - Autonomous Agents and Multiagent Systems …, 2004 - Citeseer
Intelligent agents called pricebots provide a convienient mechanism for implementing
automated dynamic pricing algorithms for sellers in an online economy. Pricebots enable an …

Route searching based on neural networks and heuristic reinforcement learning

F Zhang, S Duan, L Wang - Cognitive neurodynamics, 2017 - Springer
In this paper, an improved and much stronger RNH-QL method based on RBF network and
heuristic Q-learning was put forward for route searching in a larger state space. Firstly, it …

TSPoptBees: a bee-inspired algorithm to solve the traveling salesman problem

TAS Masutti, LN de Castro - 2016 5th IIAI International …, 2016 - ieeexplore.ieee.org
The Traveling Salesman Problem (TSP) is a combinatorial optimization problem widely used
to test new heuristics. Bee-inspired algorithms are receiving great attention from the Swarm …

[PDF][PDF] 基于ROLS 算法的递归RBF 神经网络结构设计

乔俊飞, 马士杰, 杨翠丽 - 化工学报, 2018 - hgxb.cip.com.cn
针对递归RBF 神经网络结构难以自适应问题, 提出一种基于递归正交最小二乘(recursive
orthogonal least squares, ROLS) 算法的结构设计方法. 首先, 利用ROLS …

On the sensitivity of a bee-inspired algorithm to its internal parameters

DPF Cruz, RD Maia, LN de Castro - International Journal of …, 2015 - cspub-ijcisim.org
Over the past two decades a wide range of nature-inspired clustering algorithms has been
proposed in the literature with competitive performance when applied to solving real-world …

Inteligência de enxame aplicada a problemas complexos de análise de dados: agrupamento multiobjetivo e mineração de regras de associação em data streams

DS Cunha - 2019 - dspace.mackenzie.br
O crescente acúmulo de dados, das mais diversas origens, traz intrinsecamente a
necessidade de desenvolvimento de novas e robustas ferramentas de análise. Dentre os …