Matches in SemOpenAlex for { <https://semopenalex.org/work/W4310632475> ?p ?o ?g. }
Showing items 1 to 76 of
76
with 100 items per page.
- W4310632475 abstract "The performance of individual evolutionary optimization algorithms is mostly measured in terms of statistics such as mean, median and standard deviation etc., computed over the best solutions obtained with few trails of the algorithm. To compare the performance of two algorithms, the values of these statistics are compared instead of comparing the solutions directly. This kind of comparison lacks direct comparison of solutions obtained with different algorithms. For instance, the comparison of best solutions (or worst solution) of two algorithms simply not possible. Moreover, ranking of algorithms is mostly done in terms of solution quality only, despite the fact that the convergence of algorithm is also an important factor. In this paper, a direct comparison approach is proposed to analyze the performance of evolutionary optimization algorithms. A direct comparison matrix called emph{Prasatul Matrix} is prepared, which accounts direct comparison outcome of best solutions obtained with two algorithms for a specific number of trials. Five different performance measures are designed based on the prasatul matrix to evaluate the performance of algorithms in terms of Optimality and Comparability of solutions. These scores are utilized to develop a score-driven approach for comparing performance of multiple algorithms as well as for ranking both in the grounds of solution quality and convergence analysis. Proposed approach is analyzed with six evolutionary optimization algorithms on 25 benchmark functions. A non-parametric statistical analysis, namely Wilcoxon paired sum-rank test is also performed to verify the outcomes of proposed direct comparison approach." @default.
- W4310632475 created "2022-12-13" @default.
- W4310632475 creator A5044327507 @default.
- W4310632475 date "2022-12-01" @default.
- W4310632475 modified "2023-10-16" @default.
- W4310632475 title "Prasatul Matrix: A Direct Comparison Approach for Analyzing Evolutionary Optimization Algorithms" @default.
- W4310632475 doi "https://doi.org/10.48550/arxiv.2212.00671" @default.
- W4310632475 hasPublicationYear "2022" @default.
- W4310632475 type Work @default.
- W4310632475 citedByCount "0" @default.
- W4310632475 crossrefType "posted-content" @default.
- W4310632475 hasAuthorship W4310632475A5044327507 @default.
- W4310632475 hasBestOaLocation W43106324751 @default.
- W4310632475 hasConcept C105795698 @default.
- W4310632475 hasConcept C106487976 @default.
- W4310632475 hasConcept C11413529 @default.
- W4310632475 hasConcept C114614502 @default.
- W4310632475 hasConcept C117251300 @default.
- W4310632475 hasConcept C126255220 @default.
- W4310632475 hasConcept C12868164 @default.
- W4310632475 hasConcept C13280743 @default.
- W4310632475 hasConcept C154945302 @default.
- W4310632475 hasConcept C159149176 @default.
- W4310632475 hasConcept C159985019 @default.
- W4310632475 hasConcept C162324750 @default.
- W4310632475 hasConcept C164226766 @default.
- W4310632475 hasConcept C185798385 @default.
- W4310632475 hasConcept C189430467 @default.
- W4310632475 hasConcept C192562407 @default.
- W4310632475 hasConcept C197947376 @default.
- W4310632475 hasConcept C205649164 @default.
- W4310632475 hasConcept C206041023 @default.
- W4310632475 hasConcept C2777303404 @default.
- W4310632475 hasConcept C33923547 @default.
- W4310632475 hasConcept C41008148 @default.
- W4310632475 hasConcept C50522688 @default.
- W4310632475 hasConceptScore W4310632475C105795698 @default.
- W4310632475 hasConceptScore W4310632475C106487976 @default.
- W4310632475 hasConceptScore W4310632475C11413529 @default.
- W4310632475 hasConceptScore W4310632475C114614502 @default.
- W4310632475 hasConceptScore W4310632475C117251300 @default.
- W4310632475 hasConceptScore W4310632475C126255220 @default.
- W4310632475 hasConceptScore W4310632475C12868164 @default.
- W4310632475 hasConceptScore W4310632475C13280743 @default.
- W4310632475 hasConceptScore W4310632475C154945302 @default.
- W4310632475 hasConceptScore W4310632475C159149176 @default.
- W4310632475 hasConceptScore W4310632475C159985019 @default.
- W4310632475 hasConceptScore W4310632475C162324750 @default.
- W4310632475 hasConceptScore W4310632475C164226766 @default.
- W4310632475 hasConceptScore W4310632475C185798385 @default.
- W4310632475 hasConceptScore W4310632475C189430467 @default.
- W4310632475 hasConceptScore W4310632475C192562407 @default.
- W4310632475 hasConceptScore W4310632475C197947376 @default.
- W4310632475 hasConceptScore W4310632475C205649164 @default.
- W4310632475 hasConceptScore W4310632475C206041023 @default.
- W4310632475 hasConceptScore W4310632475C2777303404 @default.
- W4310632475 hasConceptScore W4310632475C33923547 @default.
- W4310632475 hasConceptScore W4310632475C41008148 @default.
- W4310632475 hasConceptScore W4310632475C50522688 @default.
- W4310632475 hasLocation W43106324751 @default.
- W4310632475 hasLocation W43106324752 @default.
- W4310632475 hasOpenAccess W4310632475 @default.
- W4310632475 hasPrimaryLocation W43106324751 @default.
- W4310632475 hasRelatedWork W2035652047 @default.
- W4310632475 hasRelatedWork W2073172192 @default.
- W4310632475 hasRelatedWork W2096682819 @default.
- W4310632475 hasRelatedWork W2162590226 @default.
- W4310632475 hasRelatedWork W2355983471 @default.
- W4310632475 hasRelatedWork W2753754628 @default.
- W4310632475 hasRelatedWork W2990713078 @default.
- W4310632475 hasRelatedWork W3174049743 @default.
- W4310632475 hasRelatedWork W3203254889 @default.
- W4310632475 hasRelatedWork W4382323459 @default.
- W4310632475 isParatext "false" @default.
- W4310632475 isRetracted "false" @default.
- W4310632475 workType "article" @default.