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- Learnable_Evolution_Model abstract "The Learnable Evolution Model (LEM) is a novel, non-Darwinian methodology for evolutionary computation that employs machine learning to guide the generation of new individuals (candidate problem solutions). Unlike standard, Darwinian-type evolutionary computation methods that use random or semi-random operators for generating new individuals (such as mutations and/or recombinations), LEM employs hypothesis generation and instantiation operators.The hypothesis generation operator applies a machine learning program to induce descriptions that distinguish between high-fitness and low-fitness individuals in each consecutive population. Such descriptions delineate areas in the search space that most likely contain the desirable solutions. Subsequently the instantiation operator samples these areas to create new individuals.LEM has been modified from optimization domain to classification domain by augmented LEM with ID3. (February 2013 by M. Elemam Shehab, K. Badran, M. Zaki and Gouda I. Salama.".
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- Learnable_Evolution_Model wikiPageLength "4324".
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- Learnable_Evolution_Model wikiPageRevisionID "618921173".
- Learnable_Evolution_Model wikiPageWikiLink Candidate_solution.
- Learnable_Evolution_Model wikiPageWikiLink Category:Evolutionary_computation.
- Learnable_Evolution_Model wikiPageWikiLink Complex-valued_function.
- Learnable_Evolution_Model wikiPageWikiLink Complex_function.
- Learnable_Evolution_Model wikiPageWikiLink Darwinian.
- Learnable_Evolution_Model wikiPageWikiLink Darwinism.
- Learnable_Evolution_Model wikiPageWikiLink Evolutionary_computation.
- Learnable_Evolution_Model wikiPageWikiLink Fitness_(biology).
- Learnable_Evolution_Model wikiPageWikiLink Genetic_recombination.
- Learnable_Evolution_Model wikiPageWikiLink Hypothesis_generation.
- Learnable_Evolution_Model wikiPageWikiLink Machine_learning.
- Learnable_Evolution_Model wikiPageWikiLink Mathematical_optimization.
- Learnable_Evolution_Model wikiPageWikiLink Multistrategy.
- Learnable_Evolution_Model wikiPageWikiLink Mutation_(genetic_algorithm).
- Learnable_Evolution_Model wikiPageWikiLink Optimization_(mathematics).
- Learnable_Evolution_Model wikiPageWikiLink Population.
- Learnable_Evolution_Model wikiPageWikiLinkText "Learnable Evolution Model".
- Learnable_Evolution_Model hasPhotoCollection Learnable_Evolution_Model.
- Learnable_Evolution_Model wikiPageUsesTemplate Template:Citation.
- Learnable_Evolution_Model wikiPageUsesTemplate Template:Original_research.
- Learnable_Evolution_Model subject Category:Evolutionary_computation.
- Learnable_Evolution_Model hypernym Novel.
- Learnable_Evolution_Model type Book.
- Learnable_Evolution_Model comment "The Learnable Evolution Model (LEM) is a novel, non-Darwinian methodology for evolutionary computation that employs machine learning to guide the generation of new individuals (candidate problem solutions).".
- Learnable_Evolution_Model label "Learnable Evolution Model".
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- Learnable_Evolution_Model sameAs Q6510063.
- Learnable_Evolution_Model sameAs Q6510063.
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