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Items for "genetic algorithms"

A Hybrid Evolutionary-Algebraic Approach to Optimal and Robust Controller Design

Modern control techniques — such as H₂ or H_∞ optimal controller design — offer powerful synthesis tools, provided the controller has the same order as the plant, and there are no constraints on the information structure of the feedback loop (e...

Keywords: H₂ optimal control, H_∞ optimal control, algebraic Riccati equation, linear matrix inequalities, genetic algorithms

11/2005 | at – Automatisierungstechnik, Oldenbourg Wissenschaftsverlag

Using Genetic Algorithms for the Automatic Design of Flexible Timetables in Suburban Railways

Economic and attractive operation of suburban railways can only be realised by flexibilisation of headways, adaptation of the network and capacity of the different lines...

Keywords: suburban railways, flexible operation, timetable design, genetic algorithms

03/2006 | at – Automatisierungstechnik, Oldenbourg Wissenschaftsverlag

Collaborative Research Centre 531: Computational Intelligence – Theory and Practice

Computational Intelligence (CI) is an umbrella term for modern problem solvers such as Evolutionary Algorithms, Neural Networks and Fuzzy Logic...

Keywords: heuristic methods, evolutionary computing, genetic algorithms

01/2007 | it – Information Technology (vormals it+ti), Oldenbourg Wissenschaftsverlag

Comparison of Genetic Algorithms and Other Classification Methods in the Diagnosis of Female Urinary Incontinence

Galactica, a newly developed machine-learning system that utilizes a genetic algorithm for learning, was compared with discriminant analysis, logistic regression, k-means cluster analysis, a C4.5 decision-tree generator and a random bit climber hill-climbing algorithm...

Keywords: Urinary Incontinence, Computer-Assisted Diagnosis, genetic algorithms, Machine Learning, Comparison

06/1999 | Methods of Information in Medicine, Schattauer

A Novel Artificial Intelligence Method for Weekly Dietary Menu Planning

Objectives: Menu planning is an important part of personalized lifestyle counseling. The paper describes the results of an automated menu generator (MenuGene) of the web-based lifestyle counseling system Cordelia that provides personalized advice to prevent cardiovascular diseases. Methods: The menu generator uses genetic algorithms to prepare weekly menus for web users...

Keywords: genetic algorithms, multi-objective optimization, nutrition counseling

01/2005 | Methods of Information in Medicine, Schattauer

Selection of Predictor Variables for Pneumonia Using Neural Networks and Genetic Algorithms

BACKGROUND: Artificial neural networks (ANN) can be used to select sets of predictor variable that incorporate nonlinear interactions between variables...

Keywords: genetic algorithms, Artificial Neural Networks, pneumonia