Consider a web society made up of a huge number of agents communicating with one another. Each agent has a wide facility of receiving and sending data and a very small capacity for processing them. Hence data constitute a heap of microgranules of information. Each individual processes data by itself with the sole goal of increasing an its own utility. In this sense it adapts its parameters in a monotone way in order to fit granules. The sole social interaction with surrounding people aims at maintaining a healthy homeostasis. This goal is achieved through an aging mechanism that is put at the basis of a human-centric policy for producing a dynamic formation of clusters of healthy agents within a population. As a result, agents are specialized in a user-dependent task common to all individuals of a same cluster, and possibly belong to more than one cluster. We may interpret the process as a dynamic assignment of agent membership degrees to the various clusters: each cluster ranked with an overall quality index, each agent partitioning an overall membership on the single clusters.
Processing of information microgranules within an individuals' society / B. Apolloni, S. Bassis, A.G. Zippo - In: Human-centric information processing through granular modelling / [a cura di] A. Bargiela, W. Pedrycz. - New York : Springer, 2009 Mar 01. - ISBN 9783540929154. - pp. 233-264 [10.1007/978-3-540-92916-1_10]
Processing of information microgranules within an individuals' society
B. ApolloniPrimo
;S. BassisSecondo
;A.G. ZippoUltimo
2009
Abstract
Consider a web society made up of a huge number of agents communicating with one another. Each agent has a wide facility of receiving and sending data and a very small capacity for processing them. Hence data constitute a heap of microgranules of information. Each individual processes data by itself with the sole goal of increasing an its own utility. In this sense it adapts its parameters in a monotone way in order to fit granules. The sole social interaction with surrounding people aims at maintaining a healthy homeostasis. This goal is achieved through an aging mechanism that is put at the basis of a human-centric policy for producing a dynamic formation of clusters of healthy agents within a population. As a result, agents are specialized in a user-dependent task common to all individuals of a same cluster, and possibly belong to more than one cluster. We may interpret the process as a dynamic assignment of agent membership degrees to the various clusters: each cluster ranked with an overall quality index, each agent partitioning an overall membership on the single clusters.Pubblicazioni consigliate
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