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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… Expand
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Papers overview

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2006
2006
A new method for optimizing complex functions and systems is described that employs learnable evolution model (LEM), a form of… Expand
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2006
2006
Learnable Evolution Model (LEM) is a form of non-Darwinian evolutionary computation that employs machine learning to guide… Expand
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2005
2005
The design of large scale water distribution systems is a very difficult optimisation problem which invariably requires the use… Expand
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Highly Cited
2004
Highly Cited
2004
A new class of evolutionary computation processes is presented, called Learnable Evolution Model or LEM. In contrast to Darwinian… Expand
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2004
2004
This report presents a User’s Guide for the LEM3 program implementing Learnable Evolution Model, a machine learning-guided form… Expand
Highly Cited
2004
Highly Cited
2004
Optimizing the refrigerant circuitry for a finned-tube evaporator is a daunting task for traditional exhaustive search techniques… Expand
2001
2001
This research has been conducted in the Machine Learning and Inference Laboratory at the School of Computational Sciences, George… Expand
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2000
2000
A recently developed approach to evolutionary computation, called Learnable Evolution Model or LEM, employs machine learning to… Expand
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2000
2000
The authors thank the National Institute of Standards and Technology and Intelligent Information Systems, Inc. for their support… Expand
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1999
1999
This report presents results of a series of experiments on applying LEM1, a preliminary implementation of Learnable Evolution… Expand
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