Matches in SemOpenAlex for { <https://semopenalex.org/work/W4234165857> ?p ?o ?g. }
Showing items 1 to 89 of
89
with 100 items per page.
- W4234165857 endingPage "317" @default.
- W4234165857 startingPage "304" @default.
- W4234165857 abstract "Resource selection/optimization problems are often characterized by two related problems: numerical function and combinatorial optimization. Although techniques ranging from classical mathematical programming to knowledge‐based expert systems (KBESs) have been applied to solve the function optimization problem, there still exists the need for improved solution techniques in solving the combinatorial optimization. This paper reports an exploratory work that investigates the integration of genetic algorithms (GAs) with organizational databases to solve the combinatorial problem in resource optimization and management. The solution strategy involved using two levels of knowledge (declarative and procedural) to address the problems of numerical function, and combinatorial optimization of resources. The research shows that GAs can be effectively integrated into the evolving decision support systems (DSSs) for resource optimization and management, and that integrating a hybrid GA that incorporates resource economic and productivity factors, would facilitate the development of a more robust DSS. This helps to overcome the major limitations of current optimization techniques such as linear programming and monolithic techniques such as the KBES. The results also highlighted that GA exhibits the chaotic characteristics that are often observed in other complex non‐linear dynamic systems. The empirical results are discussed, and some recommendations given on how to achieve improved results in adapting GAs for decision support in the architecture, engineering and construction (AEC) sector." @default.
- W4234165857 created "2022-05-12" @default.
- W4234165857 creator A5010641119 @default.
- W4234165857 creator A5062106032 @default.
- W4234165857 date "2002-08-01" @default.
- W4234165857 modified "2023-10-05" @default.
- W4234165857 title "Development and application of a hybrid genetic algorithm for resource optimization and management" @default.
- W4234165857 cites W1984445776 @default.
- W4234165857 cites W2008594341 @default.
- W4234165857 cites W2130867404 @default.
- W4234165857 cites W2154168058 @default.
- W4234165857 cites W2539730376 @default.
- W4234165857 doi "https://doi.org/10.1046/j.1365-232x.2002.00237.x" @default.
- W4234165857 hasPublicationYear "2002" @default.
- W4234165857 type Work @default.
- W4234165857 citedByCount "0" @default.
- W4234165857 crossrefType "journal-article" @default.
- W4234165857 hasAuthorship W4234165857A5010641119 @default.
- W4234165857 hasAuthorship W4234165857A5062106032 @default.
- W4234165857 hasConcept C107327155 @default.
- W4234165857 hasConcept C11413529 @default.
- W4234165857 hasConcept C119857082 @default.
- W4234165857 hasConcept C120314980 @default.
- W4234165857 hasConcept C122357587 @default.
- W4234165857 hasConcept C126255220 @default.
- W4234165857 hasConcept C127413603 @default.
- W4234165857 hasConcept C137836250 @default.
- W4234165857 hasConcept C14036430 @default.
- W4234165857 hasConcept C150185637 @default.
- W4234165857 hasConcept C154945302 @default.
- W4234165857 hasConcept C166955791 @default.
- W4234165857 hasConcept C199360897 @default.
- W4234165857 hasConcept C206345919 @default.
- W4234165857 hasConcept C2780609101 @default.
- W4234165857 hasConcept C29202148 @default.
- W4234165857 hasConcept C31258907 @default.
- W4234165857 hasConcept C33923547 @default.
- W4234165857 hasConcept C41008148 @default.
- W4234165857 hasConcept C41045048 @default.
- W4234165857 hasConcept C539667460 @default.
- W4234165857 hasConcept C78458016 @default.
- W4234165857 hasConcept C81917197 @default.
- W4234165857 hasConcept C86803240 @default.
- W4234165857 hasConcept C8880873 @default.
- W4234165857 hasConceptScore W4234165857C107327155 @default.
- W4234165857 hasConceptScore W4234165857C11413529 @default.
- W4234165857 hasConceptScore W4234165857C119857082 @default.
- W4234165857 hasConceptScore W4234165857C120314980 @default.
- W4234165857 hasConceptScore W4234165857C122357587 @default.
- W4234165857 hasConceptScore W4234165857C126255220 @default.
- W4234165857 hasConceptScore W4234165857C127413603 @default.
- W4234165857 hasConceptScore W4234165857C137836250 @default.
- W4234165857 hasConceptScore W4234165857C14036430 @default.
- W4234165857 hasConceptScore W4234165857C150185637 @default.
- W4234165857 hasConceptScore W4234165857C154945302 @default.
- W4234165857 hasConceptScore W4234165857C166955791 @default.
- W4234165857 hasConceptScore W4234165857C199360897 @default.
- W4234165857 hasConceptScore W4234165857C206345919 @default.
- W4234165857 hasConceptScore W4234165857C2780609101 @default.
- W4234165857 hasConceptScore W4234165857C29202148 @default.
- W4234165857 hasConceptScore W4234165857C31258907 @default.
- W4234165857 hasConceptScore W4234165857C33923547 @default.
- W4234165857 hasConceptScore W4234165857C41008148 @default.
- W4234165857 hasConceptScore W4234165857C41045048 @default.
- W4234165857 hasConceptScore W4234165857C539667460 @default.
- W4234165857 hasConceptScore W4234165857C78458016 @default.
- W4234165857 hasConceptScore W4234165857C81917197 @default.
- W4234165857 hasConceptScore W4234165857C86803240 @default.
- W4234165857 hasConceptScore W4234165857C8880873 @default.
- W4234165857 hasIssue "4" @default.
- W4234165857 hasLocation W42341658571 @default.
- W4234165857 hasOpenAccess W4234165857 @default.
- W4234165857 hasPrimaryLocation W42341658571 @default.
- W4234165857 hasRelatedWork W1589966275 @default.
- W4234165857 hasRelatedWork W1592324786 @default.
- W4234165857 hasRelatedWork W206598027 @default.
- W4234165857 hasRelatedWork W2153007255 @default.
- W4234165857 hasRelatedWork W2164591489 @default.
- W4234165857 hasRelatedWork W2181493188 @default.
- W4234165857 hasRelatedWork W2923452570 @default.
- W4234165857 hasRelatedWork W2978610750 @default.
- W4234165857 hasRelatedWork W2987590351 @default.
- W4234165857 hasRelatedWork W86175780 @default.
- W4234165857 hasVolume "9" @default.
- W4234165857 isParatext "false" @default.
- W4234165857 isRetracted "false" @default.
- W4234165857 workType "article" @default.