Search Results - "Bautu, A"
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Symbolic regression on noisy data with genetic and gene expression programming
Published in Seventh International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC'05) (2005)“…This paper presents a novel method to perform regression on a finite sample of noisy data. The purpose is to obtain a mathematical model for data which is both…”
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Conference Proceeding -
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A GEP-based approach for solving Fredholm first kind integral equations
Published in Seventh International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC'05) (2005)“…Evolutionary techniques have been widely accepted as an effective meta-heuristic for a wide variety of problems in different domains. The main purpose of this…”
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Conference Proceeding -
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Design considerations for clinical data management in an integrated remote medical system
Published in Revista medico-chirurgicala a Societatii de Medici si Naturalisti din Iasi (01-10-2009)“…In this paper, we present a proposal for the design of a telemedicine system. The system (called SIMPA) will be used for noninvasive monitoring of some vital…”
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Journal Article -
4
Particle Swarm Optimization with spanning tree representation for Ising spin glasses
Published in IEEE Congress on Evolutionary Computation (01-07-2010)“…Spin glasses are magnetic materials with strong disorder. Their unique properties assure them a central role in Statistical Physics, with applications that…”
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Conference Proceeding -
5
AdaGEP - An Adaptive Gene Expression Programming Algorithm
Published in Ninth International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2007) (01-09-2007)“…Many papers focused on fine-tunning the gene expression programming (GEP) operators or their application rates in order to improve the performances of the…”
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Conference Proceeding -
6
Searching Ground States of Ising Spin Glasses with a Tree Bond-Based Representation
Published in 2008 10th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (01-09-2008)“…Ising spin glasses are a rich source of challenging highly multimodal optimization problems. The Ising model is one of the most widely used models for…”
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Conference Proceeding -
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An Evolutionary Approach for Modeling Time Series
Published in 2008 10th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (01-09-2008)“…Change points in time series appear due to variations in the data generation process. We consider the problem of modeling time series generated by dynamic…”
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Conference Proceeding -
8
Particle Swarm Optimization Hybrids for Searching Ground States of Ising Spin Glasses
Published in Ninth International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2007) (01-09-2007)“…This paper compares two particle swarm optimization (PSO) hybrids on the problem of searching ground states of Ising spin glasses. The Ising model is one of…”
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Conference Proceeding