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Learnable evolution model

The learnable evolution model (LEM) is a novel, non-Darwinian methodology for evolutionary computation that employs machine learning to guide the… (More)
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Topic mentions per year

Topic mentions per year

1999-2011
012319992011

Related topics

Related topics

4 relations
Evolutionary computationMachine learningMutationPopulation

Related mentions per year

Related mentions per year

1936-2018
19401960198020002020
Learnable evolution model
Machine learning
Population
Mutation
Evolutionary computation

Papers overview

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2008
2008
Data-driven Constructive Induction in the Learnable Evolution Model
The learnable evolution model (LEM) is a non-Darwinian evolutionary computation method which applies symbolic machine learning to… (More)
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Review
2007
Review
2007
Progress Report on Learnable Evolution Model
This report reviews recent research on Learnable Evolution Model (LEM), and presents selected results from its application to the… (More)
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2006
2006
Intelligent Optimization via Learnable Evolution Model
A new method for optimizing complex functions and systems is described that employs learnable evolution model (LEM), a form of… (More)
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2006
2006
Initial Study on Handling Constrained Optimization Problems in Learnable Evolution Model
Learnable Evolution Model (LEM) is an evolutionary computation methodology that applies hypothesis formulation and instantiation… (More)
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2006
2006
The LEM3 implementation of learnable evolution model and its testing on complex function optimization problems
Learnable Evolution Model (LEM) is a form of non-Darwinian evolutionary computation that employs machine learning to guide… (More)
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2003
2003
Validating Learnable Evolution Model on Selected Optimization and Design Problems
The recently introduced Learnable Evolution Model (LEM) represents a form of non-Darwinian evolutionary computation that is… (More)
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2001
2001
Adaptive Anchoring Discretization for Learnable Evolution Model: The ANCHOR Method
To apply a symbolic learning method to learning in a continuous representation space, the variables spanning the space need to be… (More)
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Highly Cited
2000
Highly Cited
2000
LEARNABLE EVOLUTION MODEL: Evolutionary Processes Guided by Machine Learning
A new class of evolutionary computation processes is presented, called Learnable Evolution Model or LEM. In contrast to Darwinian… (More)
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2000
2000
Applying Learnable Evolution Model to Heat Exchanger Design
A new approach to evolutionary computation, called Learnable Evolution Model (LEM), has been applied to the problem of optimizing… (More)
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1999
1999
Comparing Performance of the Learnable Evolution Model and Genetic Algorithms
This paper describes an application of the Learnable Evolution Model (LEM) to a digital signal filter parameter identification… (More)
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