Neural Networks for Fitness Approximation in Evolutionary Optimization

2005 ◽  
pp. 281-306 ◽  
Author(s):  
Yaochu Jin ◽  
Michael Hüsken ◽  
Markus Olhofer ◽  
Bernhard Sendhoff
Keyword(s):  
Neural Networks ◽  
Evolutionary Optimization ◽  
Fitness Approximation

Evolutionary Optimization of Neural Networks for Estimating Mechanical Properties of Lightweight Aggregate Concretes

2017 ◽  
Author(s):  
Leonardo Goliatt ◽  
Michele Farage ◽  
Jonata Jefferson Andrade ◽  
Lucas Neves Silva ◽  
Rogerio Santos
Keyword(s):  
Mechanical Properties ◽  
Neural Networks ◽  
Lightweight Aggregate ◽  
Evolutionary Optimization

Computational Intelligence: Retrospection and Future

2017 ◽  
Vol 21 (1) ◽  
pp. 9-12
Author(s):  
Witold Pedrycz ◽  
Keyword(s):  
Neural Networks ◽  
Fuzzy Sets ◽  
Computational Intelligence ◽  
Intelligent Systems ◽  
Applied Research ◽  
Evolutionary Optimization ◽  
Retrospective View ◽  
Analysis And Synthesis

This study is aimed at a brief, carefully focused retrospective view at the Computational Intelligence – a paradigm supporting the analysis and synthesis of intelligent systems. We stress the reason behind the emergence of this discipline and identify its main features. We highlight the synergistic aspects of Computational Intelligence arising from an interaction and collaboration of fuzzy sets, neural networks, and evolutionary optimization. Some promising directions of future fundamental and applied research are also identified.

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