TY - GEN
T1 - A fuzzy logic model for software development effort estimation at personal level
AU - Lopez-Martin, Cuauhtemoc
AU - Yáñez-Márquez, Cornelio
AU - Gutierrez-Tornes, Agustin
PY - 2006
Y1 - 2006
N2 - No single software development estimation technique is best tor all situations, A careful comparison of the results of several approaches is most likely to produce realistic estimates, On the other hand, unless engineers have the capabilities provided by personal training, they cannot properly support their teams or consistently and reliably produce quality products. In this paper, an investigation aimed to compare a personal Fuzzy Logic System (FLS) with linear regression is presented. The evaluation criteria are based upon ANOVA of MRE and MER, as well as MMRE, MMER and pred(25). One hundred five programs were developed by thirty programmers. From these programs, a FLS is generated for estimating the effort of twenty programs developed by seven programmers. The adequacy checking as well as a validation of the FLS are made. Results show that a FLS can be used as an alternative for estimating the development effort at personal level.
AB - No single software development estimation technique is best tor all situations, A careful comparison of the results of several approaches is most likely to produce realistic estimates, On the other hand, unless engineers have the capabilities provided by personal training, they cannot properly support their teams or consistently and reliably produce quality products. In this paper, an investigation aimed to compare a personal Fuzzy Logic System (FLS) with linear regression is presented. The evaluation criteria are based upon ANOVA of MRE and MER, as well as MMRE, MMER and pred(25). One hundred five programs were developed by thirty programmers. From these programs, a FLS is generated for estimating the effort of twenty programs developed by seven programmers. The adequacy checking as well as a validation of the FLS are made. Results show that a FLS can be used as an alternative for estimating the development effort at personal level.
UR - http://www.scopus.com/inward/record.url?scp=33845920339&partnerID=8YFLogxK
U2 - 10.1007/11925231_12
DO - 10.1007/11925231_12
M3 - Contribución a la conferencia
SN - 3540490264
SN - 9783540490265
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 122
EP - 133
BT - MICAI 2006
PB - Springer Verlag
T2 - 5th Mexican International Conference on Artificial Intelligence, MICAI 2006: Advances in Artificial Intelligence
Y2 - 13 November 2006 through 17 November 2006
ER -