Uses of artificial intelligence in design optimization
type: Item
instance of: scholarly article
title: Uses of artificial intelligence in design optimization
zbMATH Open document ID: 0571.73093
DOI: 10.1016/0045-7825(86)90108-8
author: Jasbir S. Arora
author: G. Baenziger
published in: Computer Methods in Applied Mechanics and Engineering
publication date: 1986-01-01T00:00:00Z
review text: Basic ideas and concepts of using artificial intelligence in design optimization of engineering systems are presented. The purpose of the study is to develop an expert (knowledge-based) system that helps the user in design optimization. Two basic ideas are advocated: (1) the successful numerical implementation of algorithms needs heuristics; and (2) the optimal design process can be greatly benefited by the use of heuristics based on knowledge captured during the iterative process. Various steps in the optimization process, where artificial intelligence ideas can be of tremendous help, are delineated. Some simple rules are presented to utilize the knowledge base and raw data as it accumulates in the iterative process. A simple example is used to demonstrate some of the basic ideas.
Mathematics Subject Classification ID: 74P99
Mathematics Subject Classification ID: 74S99
zbMATH DE Number: 3911888
zbMATH Keywords: design optimization
zbMATH Keywords: engineering systems
zbMATH Keywords: artificial intelligence
MaRDI profile type: Publication
full work available at URL: 0045-7825(86)90108-8
OpenAlex ID: W2088344577
cites work: Q4747542
cites work: A study of mathematical programming methods for structural optimization. Part I: Theory
cites work: Q4721081
cites work: A hybrid optimization method and its role in computer-aided design
description: scientific article; zbMATH DE number 3911888