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Population-based incremental learning
Known as:
PBIL
, Population based incremental learning
In computer science and machine learning, population-based incremental learning (PBIL) is an optimization algorithm, and an estimation of…
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Related topics
Related topics
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Algorithm
Computer science
Estimation of distribution algorithm
Genetic algorithm
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Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
2014
2014
On PBIL, DE and PSO for Optimization of Reinsurance Contracts
O. Cortes
,
A. Rau-Chaplin
,
Duane Wilson
,
Jürgen Gaiser-Porter
EvoApplications
2014
Corpus ID: 15718851
In this paper, we study from the perspective of an insurance company the Reinsurance Contract Placement problem. Given a…
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2013
2013
An Improved Population-Based Incremental Learning Algorithm
K. Folly
International Journal of Swarm Intelligence…
2013
Corpus ID: 42049966
Population-Based Incremental Learning (PBIL) is a relatively new class of Evolutionary Algorithms (EA) that has been recently…
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2008
2008
Population-Based Incremental Learning to Solve the FAP Problem
J. M. Chaves-González
,
M. A. Vega-Rodríguez
,
D. Domínguez-González
,
J. A. Gómez‐Pulido
,
J. M. Sánchez-Pérez
The Second International Conference on Advanced…
2008
Corpus ID: 16578554
Frequency assignment problem (FAP) is a very important issue in the field of telecommunications (especially in GSM-Global System…
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2007
2007
Optimizing Curriculum Scheduling Problem Using Population Based Incremental Learning Algorithm
Qun Jiang
,
Yang Ou
,
Dong Shi-du
Workshop on Digital Media and its Application in…
2007
Corpus ID: 18735556
This paper presents a methodology for using heuristic search methods to optimize scheduling problem. Specifically, an estimation…
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2006
2006
An Improved Population-Based Incremental Learning Algorithm
Qingbin Zhang
,
Wu Tihua
,
L. Bo
Cybersecurity and Cyberforensics Conference
2006
Corpus ID: 28330933
The population-based incremental learning (PBIL) is a novel evolutionary algorithm combined the mechanisms of the Genetic…
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2003
2003
On building a principled framework for evaluating and testing evolutionary algorithms: a continuous landscape generator
Bo Yuan
,
M. Gallagher
The Congress on Evolutionary Computation, . CEC…
2003
Corpus ID: 2285596
In this paper, we address some issue related to evaluating and testing evolutionary algorithms. A landscape generator based on…
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2002
2002
Boltzmann Machine for Population-Based Incremental Learning
A. Berny
European Conference on Artificial Intelligence
2002
Corpus ID: 9797905
We propose to apply the Boltzmann machine (BM) to population-based incremental learning (PBIL). We will replace the statistical…
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1999
1999
Structured population-based incremental learning
C. Fyfe
Soft Computing - A Fusion of Foundations…
1999
Corpus ID: 12058954
Abstract We investigate a recently developed abstraction of genetic algorithms (GAs) in which a population of GAs in any…
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1999
1999
Approaching evolutionary robotics through population-based incremental learning
F. Southey
,
F. Karray
IEEE SMC'99 Conference Proceedings. IEEE…
1999
Corpus ID: 16240605
Population-based incremental learning (PBIL) is a recently developed evolutionary computing technique based on concepts found in…
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1998
1998
Optimisation using population based incremental learning (PBIL)
E. Hughes
1998
Corpus ID: 62141809
The population-based incremental learning (PBIL) algorithm is a simple stochastic optimisation technique that can be applied…
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