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What is Evolutionary Polynomial Regression

Handbook of Research on Manufacturing Process Modeling and Optimization Strategies
The evolutionary data-driven modeling technique for the identification and construction of models.
Published in Chapter:
Artificial Intelligence: Current Issues and Applications
Kijpokin Kasemsap (Suan Sunandha Rajabhat University, Thailand)
DOI: 10.4018/978-1-5225-2440-3.ch022
Abstract
This chapter explains the Artificial Intelligence (AI) techniques in terms of Artificial Neural Networks (ANNs), fuzzy logic, expert systems, machine learning, Genetic Programming (GP), Evolutionary Polynomial Regression (EPR), and Support Vector Machine (SVM); the AI applications in modern education; the AI applications in software engineering development; the AI applications in Content-Based Image Retrieval (CBIR); and the multifaceted applications of AI in the digital age. AI is a branch of science which deals with helping machines find the suitable solutions to complex problems in a more human-like manner. AI technologies bring more complex data-analysis features to the existing applications in various industries and greatly contribute to management's organization, planning, and controlling operations, and will continue to do so with more frequency as programs are refined.
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