Abstract
Although delays to non-critical activities within the float do not always affect the overall completion time of a project, they commonly cause disputes over the impact cost and apportionment resulting from the complexity of resource utilization in construction projects. Therefore, considerable attention has been focused on providing an effective and reliable method for analysing the effects of float loss. Several recent studies have proposed various methods; however, most of these methods are based on the assumption of a fixed duration for each activity or activity-based cost simulation. Few studies have considered the trade-off between time and costs and the integration of project resources. Using genetic algorithms, this study introduces a critical path method (CPM)-modified resource-integrated optimization model and successfully quantifies the impact of float loss on the total cost of the project. The results provide objective quantification for accurately evaluating the impact of within-float delays and facilitate the analysis of the impact of delay claims on cost and apportionment in construction projects.
Notation
The following symbols are used in this paper:
AC= total activity cost of a project
aj= a positive constant for each resource j
DC=direct cost
di= duration of activity i
dni= the normal duration of activity i
dpi= the duration of activity i in the baseline schedule
Eijt= the efficiency of resource j of activity i on Day t
EFi= earliest finish time of activity i
EFk= earliest finish time of activity k that precedes activity i
ESi= earliest start time of activity i
ESk= earliest start time of activity k that succeeds activity i
ETi= end time of activity i
ETk= end time of activity k that precedes activity i
F= fitness value, the minimal ratio of TC over TC0
FFi= free float of activity i
FLi= float consumption of activity i
HC= total resource handling cost of a project
IC= total indirect cost of a project
IDC= total idle cost of a project
IDQjt= quantity of idle resource j on Day t
IT= impact time
Kj= the ratio of mobilization/demobilization unit cost over the resource unit cost for resource j
LFi= latest finish time of activity i
LSi= latest start time of activity i
LSk=latest start time of activity k that succeeds activity i
MC=sum of total resource mobilization cost and demobilization cost
MCd= resource demobilization cost
MCm=resource mobilization cost
Pg=parent population in generation g
PSi=immediate predecessor of activity i
Qijt=the quantity of resource j used for activity i on Day t
Qij(t−1)=the quantity of resource j used for activity i on Day (t−1)
Qnij= the quantity of resource j used for activity i at the normal duration
qijt= the daily quantity of resource j used for activity i with 100% efficiency at the duration di on Day t
Si= shifting days of activity i
SSi= immediate successor of activity i
STi= start time of activity i
STPi= start time of activity i at the baseline schedule
s= solution in GA module (s=1 to S)
T= total project duration
TC= total cost of the project
TCp= total cost of the project for the baseline schedule
TC0= total cost of the project calculated with normal activity durations based on the early-start schedule
TFi=total float of activity i
Ud=the daily cost rate for the indirect cost in $/day
Uj= unit cost of resource j
Notation
The following symbols are used in this paper:
AC= total activity cost of a project
aj= a positive constant for each resource j
DC=direct cost
di= duration of activity i
dni= the normal duration of activity i
dpi= the duration of activity i in the baseline schedule
Eijt= the efficiency of resource j of activity i on Day t
EFi= earliest finish time of activity i
EFk= earliest finish time of activity k that precedes activity i
ESi= earliest start time of activity i
ESk= earliest start time of activity k that succeeds activity i
ETi= end time of activity i
ETk= end time of activity k that precedes activity i
F= fitness value, the minimal ratio of TC over TC0
FFi= free float of activity i
FLi= float consumption of activity i
HC= total resource handling cost of a project
IC= total indirect cost of a project
IDC= total idle cost of a project
IDQjt= quantity of idle resource j on Day t
IT= impact time
Kj= the ratio of mobilization/demobilization unit cost over the resource unit cost for resource j
LFi= latest finish time of activity i
LSi= latest start time of activity i
LSk=latest start time of activity k that succeeds activity i
MC=sum of total resource mobilization cost and demobilization cost
MCd= resource demobilization cost
MCm=resource mobilization cost
Pg=parent population in generation g
PSi=immediate predecessor of activity i
Qijt=the quantity of resource j used for activity i on Day t
Qij(t−1)=the quantity of resource j used for activity i on Day (t−1)
Qnij= the quantity of resource j used for activity i at the normal duration
qijt= the daily quantity of resource j used for activity i with 100% efficiency at the duration di on Day t
Si= shifting days of activity i
SSi= immediate successor of activity i
STi= start time of activity i
STPi= start time of activity i at the baseline schedule
s= solution in GA module (s=1 to S)
T= total project duration
TC= total cost of the project
TCp= total cost of the project for the baseline schedule
TC0= total cost of the project calculated with normal activity durations based on the early-start schedule
TFi=total float of activity i
Ud=the daily cost rate for the indirect cost in $/day
Uj= unit cost of resource j
Acknowledgements
This research was supported financially by the National Science Council in Taiwan.