SemOpenAlex |

SemOpenAlex

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1574009531> ?p ?o ?g. }

Showing items 1 to 70 of 70 with 100 items per page.

W1574009531 abstract "This article presents Learning Classifier Systems (LCS) approach for automated discovery of Hierarchical Censored Production Rules (HCPR). A LCS is an adaptive system that learns to perform the best action given its input. By best is generally meant the action that will receive the most reward or reinforcement from the system’s environment. A classifier system consists of three main components: rule and message system, apportionment of credit system, genetic algorithm (GA). In the proposed LCS, concatenate of the Hierarchical Censored Production Rule-trees form the genotype, and therefore the GA operates on a population of HCPR-trees. More recently, LCSs have proved efficient at solving automatic classification tasks. Hierarchical Censored Production Rules is a system of knowledge representation that exhibited variable certainty as well as variable specificity and offered mechanisms for handling the trade off between the two. An appropriate chromosome representation scheme, suitable genetic operators, appropriate fitness function and also appropriate credit assignment scheme is proposed to evolve the best HCPR-trees. Experimental results are presented to demonstrate the performance of the proposed system." @default.
W1574009531 created "2016-06-24" @default.
W1574009531 creator A5003751456 @default.
W1574009531 date "2010-01-01" @default.
W1574009531 modified "2023-09-26" @default.
W1574009531 title "Learning Classifier Systems Approach for Automated Discovery of Hierarchical Censored Production Rules" @default.
W1574009531 cites W1534127728 @default.
W1574009531 cites W1989101984 @default.
W1574009531 cites W2028459848 @default.
W1574009531 cites W2074574866 @default.
W1574009531 cites W2130960071 @default.
W1574009531 doi "https://doi.org/10.1007/978-3-642-15766-0_11" @default.
W1574009531 hasPublicationYear "2010" @default.
W1574009531 type Work @default.
W1574009531 sameAs 1574009531 @default.
W1574009531 citedByCount "1" @default.
W1574009531 countsByYear W15740095312017 @default.
W1574009531 crossrefType "book-chapter" @default.
W1574009531 hasAuthorship W1574009531A5003751456 @default.
W1574009531 hasConcept C119857082 @default.
W1574009531 hasConcept C124101348 @default.
W1574009531 hasConcept C144024400 @default.
W1574009531 hasConcept C149923435 @default.
W1574009531 hasConcept C154945302 @default.
W1574009531 hasConcept C176066374 @default.
W1574009531 hasConcept C199190896 @default.
W1574009531 hasConcept C2908647359 @default.
W1574009531 hasConcept C41008148 @default.
W1574009531 hasConcept C8880873 @default.
W1574009531 hasConcept C95623464 @default.
W1574009531 hasConcept C97541855 @default.
W1574009531 hasConceptScore W1574009531C119857082 @default.
W1574009531 hasConceptScore W1574009531C124101348 @default.
W1574009531 hasConceptScore W1574009531C144024400 @default.
W1574009531 hasConceptScore W1574009531C149923435 @default.
W1574009531 hasConceptScore W1574009531C154945302 @default.
W1574009531 hasConceptScore W1574009531C176066374 @default.
W1574009531 hasConceptScore W1574009531C199190896 @default.
W1574009531 hasConceptScore W1574009531C2908647359 @default.
W1574009531 hasConceptScore W1574009531C41008148 @default.
W1574009531 hasConceptScore W1574009531C8880873 @default.
W1574009531 hasConceptScore W1574009531C95623464 @default.
W1574009531 hasConceptScore W1574009531C97541855 @default.
W1574009531 hasLocation W15740095311 @default.
W1574009531 hasOpenAccess W1574009531 @default.
W1574009531 hasPrimaryLocation W15740095311 @default.
W1574009531 hasRelatedWork W1487223103 @default.
W1574009531 hasRelatedWork W1534127728 @default.
W1574009531 hasRelatedWork W1913207618 @default.
W1574009531 hasRelatedWork W1953058028 @default.
W1574009531 hasRelatedWork W1977326780 @default.
W1574009531 hasRelatedWork W1980005313 @default.
W1574009531 hasRelatedWork W2001637353 @default.
W1574009531 hasRelatedWork W2014537242 @default.
W1574009531 hasRelatedWork W2021790732 @default.
W1574009531 hasRelatedWork W2033420132 @default.
W1574009531 hasRelatedWork W2040287254 @default.
W1574009531 hasRelatedWork W2070762377 @default.
W1574009531 hasRelatedWork W2085853733 @default.
W1574009531 hasRelatedWork W2102230048 @default.
W1574009531 hasRelatedWork W2128904081 @default.
W1574009531 hasRelatedWork W2133004360 @default.
W1574009531 hasRelatedWork W2143472381 @default.
W1574009531 hasRelatedWork W2294397683 @default.
W1574009531 hasRelatedWork W2372026412 @default.
W1574009531 hasRelatedWork W3009145053 @default.
W1574009531 isParatext "false" @default.
W1574009531 isRetracted "false" @default.
W1574009531 magId "1574009531" @default.
W1574009531 workType "book-chapter" @default.