Fuzzy-Rule-Based Approach for Modeling Sensory Acceptabitity of Food Products

Data Science Journal, Volume 8, 20 May 2009 FUZZY-RULE-BASED spring FOR MODELING SENSORY ACCEPTABITITY OF FOOD PRODUCTS Olusegun Folorunso 1*, Yinka Ajayi 1, and Taofik Shittu 2 *1 incision of Computer Science, University of Agriculture, Abeokuta, Nigeria electronic mail: folorunsolusegun@yahoo.com, staofeek0904@yahoo.com 2 Department of Food Science & Technology, University of Agriculture, Abeokuta, Nigeria * ABSTRACT The prediction of produce acceptability is often an additive effect of individual fuzzy impressions certain by a consumer on certain underlying attributes feature of the product. In this paper, we present the development of a info-driven fuzzy-rule-based approach for predicting the boilersuit centripetal acceptability of victuals products, in this case building complex tapioca plant starch-wheat bread. The put was formulated using the Takagi-Sugeno and Kang (TSK) fuzzy casting approach. Experiments with the model derived from sample d data were sham on Windows 2000XP running on Intel 2Gh environment. The fuzzy membership campaign for the sensory scores is enforced in MATLAB 6.0 using the fuzzy logic barbkit, and weights of each lingual attribute were obtained using a Correlation Coefficient formula. The results obtained argon compared to those of military personnel judgments.

Overall assessments suggest that, if implemented, this approach will facilitate a better acceptability of composite bread. Keywords: Fuzzy-Rule, sensory analysis, Composite cassava wheat (CCW) bread, Food product 1 INTRODUCTION Sensory analysis is often employ a s an important tool in evaluating how proces! sing and product formulation affect the acceptability or preference of food products. Judgment about a product is often do by a radical of assessors either trained or violent based on predetermined quality attributes pertinent to such product. The sensory data obtained through subjective evaluation is unremarkably analyzed statistically. exploitation this method, a complex idea of...If you regard to get a full essay, order it on our website: OrderCustomPaper.com

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