Presentations and documents tagged “evolutionary-computation”
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Incorporating Restricted Tournament Replacement...
from clima, posted 2 years ago in Business & Mgmt. 548 views
This paper investigates the incorporation of restricted tournament replacement (RTR) in the extended compact genetic algorithm (ECGA) for solving problems with non-stationary optima. RTR is a simple yet efficient niching method used to main...
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From Mating Pool Distributions to Model Overfit...
from clima, posted 2 years ago in Technology. 617 views
This paper addresses selection as a source of overfitting in Bayesian estimation of distribution algorithms (EDAs). The purpose of the paper is twofold. First, it shows how the selection operator can lead to model overfitting in the Bayesia...
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Using Previous Models to Bias Structural Learni...
from pelikan, posted 2 years ago in Technology. 882 views
Estimation of distribution algorithms (EDAs) are stochastic optimization techniques that explore the space of potential solutions by building and sampling explicit probabilistic models of promising candidate solutions. While the primary goa...
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Introduction aux métaheuristiques (3h)
from nojhan, posted 2 years ago in Technology. 2661 views
3 heures de cours d\'introduction aux métaheuristiques. Le cours couvre de la conception à l\'utilisation de ces algorithmes d\'optimisation globale (généralement stochastiques). Présenté à l\'École Nationale des Ponts et Chaussées en avril...
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Métaheuristiques et applications
from nojhan, posted 3 years ago in Technology. 1720 views
Présentation générale des métaheuristiques et des problèmes d'optimisation qu'elles peuvent aider à résoudre.
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The Bayesian Optimization Algorithm with Substr...
from pelikan, posted 3 years ago in Finance. 1647 views
This work studies the utility of using substructural neighborhoods for local search in the Bayesian optimization algorithm (BOA). The probabilistic model of BOA, which automatically identifies important problem substructures, is used to def...
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Dconrails Gecco Presentation
from jjmerelo, posted 3 years ago in Technology. 2142 views
Presentation for browser-based evolutionary computation.
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Dynamic modelling of document streams
from jjmerelo, posted 3 years ago in Technology. 621 views
Presentation for the GECCO conference
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Genetic algorithms in search, optimization, and...
from deg511, posted 3 years ago in Technology. 6225 views
Introductory lecture from award-winning UIUC course on genetic algorithms.
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Design of Innovation: Innovation & Genetic Algo...
from deg511, posted 3 years ago in Business & Mgmt. 3322 views
This is the introductory module of a short course at the UIUC called The Design of Innovation: Lessons from and for Genetic Algorithms. It covers the material of the book of the same name.
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PPSN 2004 - 3rd session
from jjmerelo, posted 3 years ago. 922 views
Introduction to papers in the third session of the PPSN 2004 conference
