International Journal of Computational Intelligence Systems

ISSN: 1875-6883
Volume 9, Issue 3, June 2016
Héctor Allende-Cid, Rodrigo Salas, Alejandro Veloz, Claudio Moraga, Héctor Allende
Pages: 416 - 432
This paper presents a new adaptive learning algorithm to automatically design a neural fuzzy model. This constructive learning algorithm attempts to identify the structure of the model based on an architectural self-organization mechanism with a data-driven approach. The proposed training algorithm self-organizes...
Pelayo Quirós, Jose M. Alonso, David P. Pancho
Pages: 450 - 467
Opinion surveys are widely admitted as a valuable source of information which becomes complementary to the information extracted from data by machine learning techniques. This paper focuses on a challenging and still open problem which is related to how to handle properly the inherent uncertainty of...
Laya Aliahmadipour, Vicenç Torra, Esfandiar Eslami, Mahdi Eftekhari
Pages: 497 - 505
In this paper, we define hesitant fuzzy partitions (H-fuzzy partitions) to consider the results of standard fuzzy clustering family (e.g. fuzzy c-means and intuitionistic fuzzy c-means). We define a method to construct H-fuzzy partitions from a set of fuzzy clusters obtained from several executions of...
Barış Şimşek, Yusuf Tansel İÇ, Emir Hüseyin Şimşek
Pages: 525 - 543
In this study, a fuzzy multi-response standard ready-mixed concrete (SRMC) optimization problem is addressed. This problem includes two conflicting quality optimization objectives. One of these objectives is to minimize the production cost. The other objective is to assign the optimal parameter set of...