Agent-Based Modeling and GIS in BioClass

Agent-Based Modeling and GIS example.
V.todiras@yahoo.com

Spatio-temporal multi-criteria classification system BioClass.

BioClass is a GIS tool designed to solve multiple-criteria classification and optimization problems. We present a new classification system which is based on combining fuzzy logic and level set methods. The aim of BioClass is to introduce advances in Multi-objective Decision Making for for real world problems In BioClass we joined the advantages of rough sets, crisp level sets and fuzzy sets methods to improve classification processes. Preference-Ordered Fuzzy Sets approach provide the degree to which two classes are related to each other. Preference-Ordered Fuzzy Sets approach is an extension of fuzzy set theory for Multi Criteria Decision Analysis and Evolutionary Optimization. In BioClass the representation of a fuzzy subset is described in terms of its crisp level sets.

Category:

Science & Technology

Tags:

• Agent-Based
• Modeling
• GIS
• spatio-temporaL
• multi-criteria
• classification
• system
• Software
• Biological Classification
• Geographic Information System
• Fuzzy classification