Matches in SemOpenAlex for { <https://semopenalex.org/work/W2900473367> ?p ?o ?g. }
Showing items 1 to 94 of
94
with 100 items per page.
- W2900473367 abstract "The chapter proposes an extension of multi-objective optimization realized with differential evolution algorithm to handle the effect of noise in objective functions. The proposed extension offers four merits with respect to its traditional counterpart by the following counts. First, an adaptive selection of sample size of objective functions (based on their variance in the neighborhood) avoids unnecessary re-evaluation for quality solutions without avoiding the necessary evaluation for the relatively poor solutions. Second, introduction of a probabilistic dominance scheme (in contrast to traditional deterministic selection) to measure the qualitative dominance of one solution with respect to the other reduces the possibility of promotion of inferior solutions into the Pareto front. Third, the solutions lying in the neighborhood of the apparent Pareto front are clustered with an aim to nullify the detrimental effect of noise on the rejection of the non-dominated solutions from the Pareto-optimal front. Finally, to determine the diversity of solutions in the noisy objective space, the crowding distance metric is modified using the probability of a solution having been dominated by others. Computer simulations performed on noisy version of a well-known set of 23 benchmark functions reveal that the proposed algorithm outperforms its competitors with respect to inverted generational distance, spacing, and error ratio. Experiments undertaken on a multi-objective formulation of a multi-robot cooperative box-pushing problem indicate that the proposed algorithm outperforms other multi-objective optimization techniques used for the same application with respect to three standard metrics defined in the literature." @default.
- W2900473367 created "2018-11-29" @default.
- W2900473367 creator A5011939964 @default.
- W2900473367 creator A5019727055 @default.
- W2900473367 date "2018-01-01" @default.
- W2900473367 modified "2023-09-27" @default.
- W2900473367 title "Noisy Multi-objective Optimization for Multi-robot Box-Pushing Application" @default.
- W2900473367 cites W1433481981 @default.
- W2900473367 cites W1487312389 @default.
- W2900473367 cites W1504391786 @default.
- W2900473367 cites W1647513660 @default.
- W2900473367 cites W1718046354 @default.
- W2900473367 cites W1841728366 @default.
- W2900473367 cites W1846834309 @default.
- W2900473367 cites W1965612527 @default.
- W2900473367 cites W1976442029 @default.
- W2900473367 cites W1993131108 @default.
- W2900473367 cites W2007506528 @default.
- W2900473367 cites W2020088087 @default.
- W2900473367 cites W2053900989 @default.
- W2900473367 cites W2096166399 @default.
- W2900473367 cites W2110041316 @default.
- W2900473367 cites W2117896172 @default.
- W2900473367 cites W2117953906 @default.
- W2900473367 cites W2125332715 @default.
- W2900473367 cites W2125899728 @default.
- W2900473367 cites W2131847304 @default.
- W2900473367 cites W2143185749 @default.
- W2900473367 cites W2143210223 @default.
- W2900473367 cites W2151756875 @default.
- W2900473367 cites W2154022671 @default.
- W2900473367 cites W2156773695 @default.
- W2900473367 cites W2162666142 @default.
- W2900473367 cites W2165171393 @default.
- W2900473367 cites W4213385710 @default.
- W2900473367 doi "https://doi.org/10.1007/978-981-10-8642-7_5" @default.
- W2900473367 hasPublicationYear "2018" @default.
- W2900473367 type Work @default.
- W2900473367 sameAs 2900473367 @default.
- W2900473367 citedByCount "0" @default.
- W2900473367 crossrefType "book-chapter" @default.
- W2900473367 hasAuthorship W2900473367A5011939964 @default.
- W2900473367 hasAuthorship W2900473367A5019727055 @default.
- W2900473367 hasConcept C105795698 @default.
- W2900473367 hasConcept C11413529 @default.
- W2900473367 hasConcept C124101348 @default.
- W2900473367 hasConcept C126255220 @default.
- W2900473367 hasConcept C13280743 @default.
- W2900473367 hasConcept C185798385 @default.
- W2900473367 hasConcept C205649164 @default.
- W2900473367 hasConcept C2780009758 @default.
- W2900473367 hasConcept C33923547 @default.
- W2900473367 hasConcept C41008148 @default.
- W2900473367 hasConcept C49937458 @default.
- W2900473367 hasConcept C68781425 @default.
- W2900473367 hasConceptScore W2900473367C105795698 @default.
- W2900473367 hasConceptScore W2900473367C11413529 @default.
- W2900473367 hasConceptScore W2900473367C124101348 @default.
- W2900473367 hasConceptScore W2900473367C126255220 @default.
- W2900473367 hasConceptScore W2900473367C13280743 @default.
- W2900473367 hasConceptScore W2900473367C185798385 @default.
- W2900473367 hasConceptScore W2900473367C205649164 @default.
- W2900473367 hasConceptScore W2900473367C2780009758 @default.
- W2900473367 hasConceptScore W2900473367C33923547 @default.
- W2900473367 hasConceptScore W2900473367C41008148 @default.
- W2900473367 hasConceptScore W2900473367C49937458 @default.
- W2900473367 hasConceptScore W2900473367C68781425 @default.
- W2900473367 hasLocation W29004733671 @default.
- W2900473367 hasOpenAccess W2900473367 @default.
- W2900473367 hasPrimaryLocation W29004733671 @default.
- W2900473367 hasRelatedWork W1983519058 @default.
- W2900473367 hasRelatedWork W2050738993 @default.
- W2900473367 hasRelatedWork W2053495495 @default.
- W2900473367 hasRelatedWork W2144113342 @default.
- W2900473367 hasRelatedWork W2284367511 @default.
- W2900473367 hasRelatedWork W2355144049 @default.
- W2900473367 hasRelatedWork W2374619091 @default.
- W2900473367 hasRelatedWork W2378457125 @default.
- W2900473367 hasRelatedWork W2378563322 @default.
- W2900473367 hasRelatedWork W2484972899 @default.
- W2900473367 hasRelatedWork W2518997486 @default.
- W2900473367 hasRelatedWork W2799305303 @default.
- W2900473367 hasRelatedWork W2900968564 @default.
- W2900473367 hasRelatedWork W2911819171 @default.
- W2900473367 hasRelatedWork W2967905217 @default.
- W2900473367 hasRelatedWork W2996121496 @default.
- W2900473367 hasRelatedWork W3141513948 @default.
- W2900473367 hasRelatedWork W3205233170 @default.
- W2900473367 hasRelatedWork W63608182 @default.
- W2900473367 hasRelatedWork W847164865 @default.
- W2900473367 isParatext "false" @default.
- W2900473367 isRetracted "false" @default.
- W2900473367 magId "2900473367" @default.
- W2900473367 workType "book-chapter" @default.