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What is Fuzzy Inference

Chapter 18
Handbook of Research on Fuzzy and Rough Set Theory in Organizational Decision Making
A procedure of mapping from a given input to output utilizing fuzzy logic. The mapping then gives the premise from which choices can be made, or patterns observed. The procedure of fuzzy inference includes membership functions, fuzzy logic operators and if- then rules.
Published in Chapter:
Automated Framework for Software Process Model Selection Based on Soft Computing Approach
Swati Dhingra (VIT University, India), Mythili Thirugnanam (VIT University, India), Poorvi Dodwad (VIT University, India), and Meghna Madan (VIT University, India)
Copyright: © 2017 |Pages: 24
DOI: 10.4018/978-1-5225-1008-6.ch018
Abstract
Software engineering is an engineering approach for software development. It is a discipline whose aim is the production of fault-free, delivered on-time and within budget software that satisfies the user's needs. Software engineering principles need to be followed to ensure a successful software development project. Within organizations that are involved in software development, the challenge is to select the appropriate process model for the software project. The objective of this chapter is to determine the factors which influence the process model selection. This chapter presents an automated framework for selection of process model using fuzzy-based rule engine and to bring more accuracy for choice of process model, J-48 decision tree was used considering factors as inputs. The user has to give characteristic value of the prioritized factor as input and on the basis of the rules, model is anticipated. The developed framework will be profitable for project managers, experts and venture pioneers in software companies.
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More Results
Chapter 1
Fuzzy Expert System in Agriculture Domain
Fuzzy inference process is based on fuzzy logic. The steps in fuzzy inference are fuzzification of the input variables, rule evaluation, aggregation of the rule outputs and defuzzification.
Published in Chapter: Fuzzy Expert System in Agriculture Domain; From: Fuzzy Expert Systems and Applications in Agricultural Diagnosis
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