Matches in SemOpenAlex for { <https://semopenalex.org/work/W2577946807> ?p ?o ?g. }
- W2577946807 endingPage "917" @default.
- W2577946807 startingPage "898" @default.
- W2577946807 abstract "Software engineering and development is well-known to suffer from unplanned overtime, which causes stress and illness in engineers and can lead to poor quality software with higher defects. Recently, we introduced a multi-objective decision support approach to help balance project risks and duration against overtime, so that software engineers can better plan overtime. This approach was empirically evaluated on six real world software projects and compared against state-of-the-art evolutionary approaches and currently used overtime strategies. The results showed that our proposal comfortably outperformed all the benchmarks considered. This paper extends our previous work by investigating adaptive multi-objective approaches to meta-heuristic operator selection, thereby extending and (as the results show) improving algorithmic performance. We also extended our empirical study to include two new real world software projects, thereby enhancing the scientific evidence for the technical performance claims made in the paper. Our new results, over all eight projects studied, showed that our adaptive algorithm outperforms the considered state of the art multi-objective approaches in 93 percent of the experiments (with large effect size). The results also confirm that our approach significantly outperforms current overtime planning practices in 100 percent of the experiments (with large effect size)." @default.
- W2577946807 created "2017-01-26" @default.
- W2577946807 creator A5000019783 @default.
- W2577946807 creator A5012165852 @default.
- W2577946807 creator A5053084752 @default.
- W2577946807 creator A5062117019 @default.
- W2577946807 creator A5083502084 @default.
- W2577946807 date "2017-10-01" @default.
- W2577946807 modified "2023-10-18" @default.
- W2577946807 title "Adaptive Multi-Objective Evolutionary Algorithms for Overtime Planning in Software Projects" @default.
- W2577946807 cites W117426570 @default.
- W2577946807 cites W1485464964 @default.
- W2577946807 cites W148643351 @default.
- W2577946807 cites W1491008813 @default.
- W2577946807 cites W1498774356 @default.
- W2577946807 cites W1543298386 @default.
- W2577946807 cites W1551059949 @default.
- W2577946807 cites W1576285130 @default.
- W2577946807 cites W1596462940 @default.
- W2577946807 cites W1756881852 @default.
- W2577946807 cites W181976739 @default.
- W2577946807 cites W1885637115 @default.
- W2577946807 cites W1964551216 @default.
- W2577946807 cites W1964716256 @default.
- W2577946807 cites W1977321274 @default.
- W2577946807 cites W1978232027 @default.
- W2577946807 cites W1980499244 @default.
- W2577946807 cites W1981241191 @default.
- W2577946807 cites W1986305653 @default.
- W2577946807 cites W1986955872 @default.
- W2577946807 cites W1987301412 @default.
- W2577946807 cites W1988943208 @default.
- W2577946807 cites W1998507672 @default.
- W2577946807 cites W2000642745 @default.
- W2577946807 cites W2000825106 @default.
- W2577946807 cites W2008338428 @default.
- W2577946807 cites W2008691751 @default.
- W2577946807 cites W2009786711 @default.
- W2577946807 cites W2022485595 @default.
- W2577946807 cites W2024352272 @default.
- W2577946807 cites W2025791343 @default.
- W2577946807 cites W2028553209 @default.
- W2577946807 cites W2040855338 @default.
- W2577946807 cites W2061467223 @default.
- W2577946807 cites W2065642063 @default.
- W2577946807 cites W2070815973 @default.
- W2577946807 cites W2080268930 @default.
- W2577946807 cites W2089630251 @default.
- W2577946807 cites W2093449134 @default.
- W2577946807 cites W2095961898 @default.
- W2577946807 cites W2096795881 @default.
- W2577946807 cites W2098907614 @default.
- W2577946807 cites W2099515744 @default.
- W2577946807 cites W2100401310 @default.
- W2577946807 cites W2100568614 @default.
- W2577946807 cites W2101268932 @default.
- W2577946807 cites W2105560201 @default.
- W2577946807 cites W2106334424 @default.
- W2577946807 cites W2109596254 @default.
- W2577946807 cites W2121512575 @default.
- W2577946807 cites W2126105956 @default.
- W2577946807 cites W2127131386 @default.
- W2577946807 cites W2129450771 @default.
- W2577946807 cites W2136440806 @default.
- W2577946807 cites W2137825701 @default.
- W2577946807 cites W2138428785 @default.
- W2577946807 cites W2138575389 @default.
- W2577946807 cites W2139685357 @default.
- W2577946807 cites W2142495255 @default.
- W2577946807 cites W2146136779 @default.
- W2577946807 cites W2148974547 @default.
- W2577946807 cites W2152686851 @default.
- W2577946807 cites W2156016433 @default.
- W2577946807 cites W2157600265 @default.
- W2577946807 cites W2169886135 @default.
- W2577946807 cites W2171455392 @default.
- W2577946807 cites W2295532906 @default.
- W2577946807 cites W2506885296 @default.
- W2577946807 cites W3013691730 @default.
- W2577946807 cites W32081923 @default.
- W2577946807 cites W38372507 @default.
- W2577946807 cites W4242867619 @default.
- W2577946807 cites W4246414636 @default.
- W2577946807 doi "https://doi.org/10.1109/tse.2017.2650914" @default.
- W2577946807 hasPublicationYear "2017" @default.
- W2577946807 type Work @default.
- W2577946807 sameAs 2577946807 @default.
- W2577946807 citedByCount "36" @default.
- W2577946807 countsByYear W25779468072016 @default.
- W2577946807 countsByYear W25779468072018 @default.
- W2577946807 countsByYear W25779468072019 @default.
- W2577946807 countsByYear W25779468072020 @default.
- W2577946807 countsByYear W25779468072021 @default.
- W2577946807 countsByYear W25779468072022 @default.
- W2577946807 countsByYear W25779468072023 @default.
- W2577946807 crossrefType "journal-article" @default.
- W2577946807 hasAuthorship W2577946807A5000019783 @default.
- W2577946807 hasAuthorship W2577946807A5012165852 @default.