FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1972494777> ?p ?o ?g. }

• W1972494777 endingPage "86" @default.
• W1972494777 startingPage "54" @default.
• W1972494777 abstract "Real parameter constrained problems are an important class of optimization problems that are encountered frequently in a variety of real world problems. On one hand, Genetic Algorithms (GAs) are an efficient search metaheuristic and a prominent member within the family of Evolutionary Algorithms (EAs), which have been applied successfully to global optimization problems. However, genetic operators in their standard forms are blind to the presence of constraints. Thus, the extension of GAs to constrained optimization problems by incorporating suitable handing techniques is an active direction within GAs research. Recently, we have proposed a Binary Real coded Genetic Algorithm (BRGA). BRGA is a new hybrid approach that combines cooperative Binary coded GA (BGA) with Real coded GA (RGA). It employs an adaptive parameter-based hybrid scheme that distributes the computational power and regulates the interactions between the cooperative versions, which operate in a sequential time-interleaving manner. In this study, we aim to extend BRGA to constrained problems by introducing a modified dynamic penalty function into the architecture of BRGA. We use the CEC’2010 benchmark suite of 18 functions to analyze the quality, time and scalability performance of BRGA. To investigate the effectiveness of the proposed modification, we compare the performance of BRGA under both the original and the modified penalty functions. Moreover, to demonstrate the performance of BRGA, we compare it with the performance of some other EAs from the literature. We also implement a robust parameter tuning procedure that relies on techniques from statistical testing, experimental design and Response Surface Methodology (RSM) to estimate the optimal values for the control parameters to secure a good performance by BRGA against specific problems at hand." @default.
• W1972494777 created "2016-06-24" @default.
• W1972494777 creator A5022955232 @default.
• W1972494777 creator A5052809247 @default.
• W1972494777 creator A5087706095 @default.
• W1972494777 date "2013-06-01" @default.
• W1972494777 modified "2023-09-27" @default.
• W1972494777 title "An adaptive parameter binary-real coded genetic algorithm for constraint optimization problems: Performance analysis and estimation of optimal control parameters" @default.
• W1972494777 cites W1564372824 @default.
• W1972494777 cites W1565902586 @default.
• W1972494777 cites W1852107442 @default.
• W1972494777 cites W1978275959 @default.
• W1972494777 cites W1984851791 @default.
• W1972494777 cites W1985137364 @default.
• W1972494777 cites W1987431956 @default.
• W1972494777 cites W1988875224 @default.
• W1972494777 cites W2027996967 @default.
• W1972494777 cites W2028569720 @default.
• W1972494777 cites W2028604898 @default.
• W1972494777 cites W2051848379 @default.
• W1972494777 cites W2058784955 @default.
• W1972494777 cites W2060579615 @default.
• W1972494777 cites W2063750033 @default.
• W1972494777 cites W2071010361 @default.
• W1972494777 cites W2074001187 @default.
• W1972494777 cites W2087148750 @default.
• W1972494777 cites W2093505886 @default.
• W1972494777 cites W2094453630 @default.
• W1972494777 cites W2097156392 @default.
• W1972494777 cites W2104324382 @default.
• W1972494777 cites W2107322810 @default.
• W1972494777 cites W2141426250 @default.
• W1972494777 cites W2143585163 @default.
• W1972494777 cites W2146879413 @default.
• W1972494777 cites W2153669932 @default.
• W1972494777 cites W2154201768 @default.
• W1972494777 cites W2161254686 @default.
• W1972494777 cites W2162522243 @default.
• W1972494777 cites W2165109867 @default.
• W1972494777 cites W2167580870 @default.
• W1972494777 cites W2169339924 @default.
• W1972494777 doi "https://doi.org/10.1016/j.ins.2013.01.005" @default.
• W1972494777 hasPublicationYear "2013" @default.
• W1972494777 type Work @default.
• W1972494777 sameAs 1972494777 @default.
• W1972494777 citedByCount "37" @default.
• W1972494777 countsByYear W19724947772012 @default.
• W1972494777 countsByYear W19724947772013 @default.
• W1972494777 countsByYear W19724947772014 @default.
• W1972494777 countsByYear W19724947772015 @default.
• W1972494777 countsByYear W19724947772016 @default.
• W1972494777 countsByYear W19724947772017 @default.
• W1972494777 countsByYear W19724947772018 @default.
• W1972494777 countsByYear W19724947772019 @default.
• W1972494777 countsByYear W19724947772020 @default.
• W1972494777 countsByYear W19724947772021 @default.
• W1972494777 countsByYear W19724947772023 @default.
• W1972494777 crossrefType "journal-article" @default.
• W1972494777 hasAuthorship W1972494777A5022955232 @default.
• W1972494777 hasAuthorship W1972494777A5052809247 @default.
• W1972494777 hasAuthorship W1972494777A5087706095 @default.
• W1972494777 hasConcept C109718341 @default.
• W1972494777 hasConcept C11413529 @default.
• W1972494777 hasConcept C119857082 @default.
• W1972494777 hasConcept C126255220 @default.
• W1972494777 hasConcept C13280743 @default.
• W1972494777 hasConcept C137836250 @default.
• W1972494777 hasConcept C185798385 @default.
• W1972494777 hasConcept C205649164 @default.
• W1972494777 hasConcept C33923547 @default.
• W1972494777 hasConcept C41008148 @default.
• W1972494777 hasConcept C48372109 @default.
• W1972494777 hasConcept C6180225 @default.
• W1972494777 hasConcept C8880873 @default.
• W1972494777 hasConcept C94375191 @default.
• W1972494777 hasConceptScore W1972494777C109718341 @default.
• W1972494777 hasConceptScore W1972494777C11413529 @default.
• W1972494777 hasConceptScore W1972494777C119857082 @default.
• W1972494777 hasConceptScore W1972494777C126255220 @default.
• W1972494777 hasConceptScore W1972494777C13280743 @default.
• W1972494777 hasConceptScore W1972494777C137836250 @default.
• W1972494777 hasConceptScore W1972494777C185798385 @default.
• W1972494777 hasConceptScore W1972494777C205649164 @default.
• W1972494777 hasConceptScore W1972494777C33923547 @default.
• W1972494777 hasConceptScore W1972494777C41008148 @default.
• W1972494777 hasConceptScore W1972494777C48372109 @default.
• W1972494777 hasConceptScore W1972494777C6180225 @default.
• W1972494777 hasConceptScore W1972494777C8880873 @default.
• W1972494777 hasConceptScore W1972494777C94375191 @default.
• W1972494777 hasLocation W19724947771 @default.
• W1972494777 hasOpenAccess W1972494777 @default.
• W1972494777 hasPrimaryLocation W19724947771 @default.
• W1972494777 hasRelatedWork W1980766827 @default.
• W1972494777 hasRelatedWork W1983027319 @default.
• W1972494777 hasRelatedWork W1983402934 @default.
• W1972494777 hasRelatedWork W1996545838 @default.
• W1972494777 hasRelatedWork W2098882706 @default.
• W1972494777 hasRelatedWork W2100517799 @default.

• next