Browsing by Subject "Genetic algorithms"
Now showing items 1-20 of 21
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Article
Aggregated bandwidth allocation: Investigation of performance of classical constrained and genetic algorithm based optimisation techniques
(2002)We consider a high speed integrated services network, and investigate compare and contrast the performance of two algorithms for solving the Aggregated Bandwidth Allocation (BA) problem. The algorithms we focus our attention ...
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Conference Object
Bandwidth Allocation for Virtual Paths (BAVP): Investigation of performance of classical constrained and genetic algorithm based optimization techniques
(2000)We investigate the performance of a classical constrained optimization (CCO) algorithm and a constrained optimization Genetic Algorithm (GA) for solving the Bandwidth Allocation for Virtual Paths (BAVP) problem. We compare ...
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Conference Object
Computational intelligence in management of ATM networks: a survey of current state of research
(1999)Today, a number of researchers are looking at alternative non-analytical control system design and modeling techniques that have the ability to devise effective, robust ATM network management schemes. Such schemes employ ...
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Article
Container movement by trucks in metropolitan networks: Modeling and optimization
(2005)Container movement by trucks with time constraints at origins and destinations is modeled as an asymmetric "multi-Traveling Salesmen Problem with Time Windows" (m-TSPTW) with social constraints. A two-phase exact algorithm ...
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Conference Object
Deriving quantitative structure-activity relationship models using genetic programming for drug discovery
(2008)Genetic Programming is a heuristic search algorithm inspired by evolutionary techniques that has been shown to produce satisfactory solutions to problems related to several scientific domains [1]. Presented here is a ...
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Conference Object
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Doctoral Thesis Open Access
Exploring software cost modelling and estimation with computational intelligence
(Πανεπιστήμιο Κύπρου, Σχολή Θετικών και Εφαρμοσμένων Επιστημών / University of Cyprus, Faculty of Pure and Applied Sciences, 2012-01)Η εκτίμηση του κόστους ανάπτυξης λογισμικού αφορά τη διαδικασία εξισορρόπησης του χρονο-προγραμματισμού και της διάθεσης των πόρων, και ιδιαίτερα των ανθρώπινων πόρων, που απαιτούνται για την ανάπτυξη ενός έργου λογισμικού. ...
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Article
Feature mapping through maximization of the atomic interclass distances
(2015)We discuss a way of implementing feature mapping for classification problems by expressing the given data through a set of functions comprising of a mixture of convex functions. In this way, a certain pattern’s potential ...
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Doctoral Thesis Open Access
A framework for developing intelligent information systems to support decision making in complex and uncertain environments
(Πανεπιστήμιο Κύπρου, Σχολή Θετικών και Εφαρμοσμένων Επιστημών / University of Cyprus, Faculty of Pure and Applied Sciences, 2009-01)Πολλές υπάρχουσες μέθοδοι ομαδοποίησης αντικειμένων/κόμβων σε γράφους ιδιοτήτων θεωρούν ότι οι ιδιότητες των αντικειμένων είναι το ίδιο σημαντικές ή αγνοούν την ύπαρξη συνδέσεων πολλαπλών τύπων. Επίσης, ανακαλύπτουν ομάδες ...
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Conference Object
Genetic algorithms for shortest path routing of autonomous gliders
(2008)Onboard power resources pose inevitable limitations on the flight performance of any aerial vehicle regardless of its type, size or mission. Popular soaring techniques recognized to be providing significant energy savings ...
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Article
Genetics-based machine learning for the assessment of certain neuromuscular disorders
(1996)Clinical electromyography (EMG) provides useful information for the diagnosis of neuromuscular disorders. The utility of artificial neural networks (ANN's) in classifying EMG data trained with backpropagation or Kohonen's ...
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Doctoral Thesis Open Access
Graph design using knowledge-driven, self-adaptive multi-objective evolutionary graph algorithms
(Πανεπιστήμιο Κύπρου, Σχολή Θετικών και Εφαρμοσμένων Επιστημών / University of Cyprus, Faculty of Pure and Applied Sciences, 2010-06)Επιπλέον, αξιοποιούμε τις προτεινόμενες μεθόδους για την επίλυση ενός πρακτικού ζητήματος. Συγκεκριμένα, αναπτύσσουμε ένα σύστημα το οποίο προσφέρει αξιόπιστες συστάσεις (recommendations) σε ευρωπαϊκούς οργανισμούς για ...
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Conference Object
Hybrid neural network electromyographic system: Incorporating the WISARD net
(IEEE, 1994)Clinical electromyography (EMG) provides useful information for the diagnosis of neuromuscular disorders. The utility of artificial neural networks trained with the backpropagation, the Kohonen's self-organizing feature ...
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Conference Object
Identification of hysteretic systems using the differential evolution algorithm
(Affiliation: Dept. of Mechanichal Engineering, University of Sheffield, Mappin Street, Sheffield S1 3JD, United KingdomCorrespondence Address: Kyprianou, A.Dept. of Mechanichal Engineering, University of Sheffield, Mappin Street, Sheffield S1 3JD, United Kingdomemail: Mep96Gak@sheffield.ac.uk, 1998)In system identification, it is well-known that any non-linear in the parameters system, possesses a complicated error surface with many local minima. In this case the conventional algorithms, such as those based on least ...
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Conference Object
Implementing a software cache for genetic programming algorithms for reducing execution time
(INSTICC Press, 2014)A cache holding reusable computations that are carried out during the execution of a genetic algorithm is implemented and maintained in order to improve the performance of the genetic algorithm itself. The main idea is ...
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Conference Object
Intelligent classification and retrieval of software components
(2006)This work proposes a new methodology for intelligent classification and retrieval of software components based on user-defined requirements. The classification scheme utilizes a dedicated genetic algorithm which evolves a ...
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Doctoral Thesis Open Access
Novel hybrid optimization methods for the solution of the economic dispatch of generation in power systems
(Πανεπιστήμιο Κύπρου, Πολυτεχνική Σχολή / University of Cyprus, Faculty of Engineering, 2009-05)Η οικονομική κατανομή της παραγωγής στα συστήματα ηλεκτρικής ενέργειας είναι ένα από τα πιο σημαντικά προβλήματα βελτιστοποίησης, τόσο για τις εταιρείες παραγωγής οι οποίες ανταγωνίζονται στην ελεύθερη αγορά ηλεκτρικής ...
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Article
Optimized earthquake response of multi-storey buildings with seismic isolation at various elevations
(2012)SUMMARY The response of multi-storey structures can be controlled under earthquake actions by installing seismic isolators at various storey levels. By vertically distributing isolation devices at various elevations, the ...
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Article
Optimized earthquake response of multi-storey buildings with seismic isolation at various elevations
(2012)SUMMARY The response of multi-storey structures can be controlled under earthquake actions by installing seismic isolators at various storey levels. By vertically distributing isolation devices at various elevations, the ...
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Conference Object
Programming the Upgrade of Road Bridges by Sequential Combination of Binary Optimization Routines
(2015)Since spatial connectivity has been achieved at a significant degree in the developed societies, optimal access and infrastructure management stands for the important thread raised ahead. This issue is important since the ...