An Introduction to Swarm Intelligence for Multi-objective Problems in Data Mining
Abstract
Summary. This chapter deals with the fundamentals of swarm intelligence, focusing mainly on particle swarm optimization and ant colony optimization for solving multi-objective problems in data mining and knowledge discovery in databases. Besides providing a general overview of the field, we identify some of the multiple criteria which are tightly/loosely coupled in various steps of knowledge discovery and data mining, aiming to direct the attention of researchers towards them in the near future.
Authors: Satchidananda Dehuri, Susmita Ghosh, Carlos A. Coello Coello