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Project Management Project Management

Chapter 9 Chapter 9

Copyright 2009 John Wiley & Sons, Inc.

Copyright 2009 John Wiley & Sons, Inc.

Beni Asllani Beni Asllani University of Tennessee at Chattanooga University of Tennessee at Chattanooga

Operations Management - 6

th

Edition Operations Management - 6

th

Edition

Roberta Russell & Bernard W. Taylor, III

Roberta Russell & Bernard W. Taylor, III

(2)

Lecture Outline Lecture Outline

 Project Planning

 Project Scheduling

 Project Control

 Project Control

 CPM/PERT

 Probabilistic Activity Times

 Microsoft Project

 Project Crashing and Time-

Cost Trade-off

(3)

Project Management Process

 Project



unique, one-time operational activity or effort

Copyright 2009 John Wiley & Sons, Inc.

Copyright 2009 John Wiley & Sons, Inc. 99--33

(4)

Project Management Process Project Management Process (cont.)

(cont.)

(5)

Project Management Process Project Management Process (cont.)

(cont.)

Copyright 2009 John Wiley & Sons, Inc.

Copyright 2009 John Wiley & Sons, Inc. 99--55

(6)

Project Elements Project Elements



 Objective Objective



 Scope Scope



 Contract requirements Contract requirements



 Contract requirements Contract requirements



 Schedules Schedules



 Resources Resources



 Personnel Personnel



 Control Control



 Risk and problem analysis Risk and problem analysis

(7)

Project Team and Project Manager



 Project team Project team





made up of individuals from various areas made up of individuals from various areas and departments within a company

and departments within a company

Copyright 2009 John Wiley & Sons, Inc.

Copyright 2009 John Wiley & Sons, Inc. 99--77

and departments within a company and departments within a company



 Matrix organization Matrix organization





a team structure with members from a team structure with members from functional areas, depending on skills functional areas, depending on skills required

required



 Project manager Project manager





most important member of project team most important member of project team

(8)

Scope Statement and Work Scope Statement and Work Breakdown Structure

Breakdown Structure



 Scope statement Scope statement





a document that provides an a document that provides an

understanding, justification, and expected understanding, justification, and expected understanding, justification, and expected understanding, justification, and expected result of a project

result of a project



 Statement of work Statement of work





written description of objectives of a written description of objectives of a project

project



 Work breakdown structure (WBS) Work breakdown structure (WBS)





breaks down a project into components, breaks down a project into components, subcomponents, activities, and tasks

subcomponents, activities, and tasks

(9)

Copyright 2009 John Wiley & Sons, Inc.

Copyright 2009 John Wiley & Sons, Inc. 99--99

Work Breakdown Structure for Computer Order Processing System Project

Work Breakdown Structure for Computer Order

Processing System Project

(10)



 Organizational Organizational Breakdown

Breakdown

Structure (OBS) Structure (OBS)





a chart that a chart that shows which shows which

Responsibility Assignment Matrix Responsibility Assignment Matrix

shows which shows which organizational organizational units are

units are

responsible for responsible for work items

work items



 Responsibility Responsibility Assignment Assignment Matrix (RAM) Matrix (RAM)





shows who is shows who is responsible for responsible for work in a

work in a

project

project

(11)

Global and Diversity Issues in Global and Diversity Issues in Project Management

Project Management



 In existing global business environment, In existing global business environment, project teams are formed from different project teams are formed from different genders, cultures, ethnicities, etc.

genders, cultures, ethnicities, etc.

Copyright 2009 John Wiley & Sons, Inc.

Copyright 2009 John Wiley & Sons, Inc. 99--1111



 In global projects diversity among team In global projects diversity among team members can add an extra dimension to members can add an extra dimension to project planning

project planning



 Cultural research and communication are Cultural research and communication are

important elements in planning process

important elements in planning process

(12)

Project Scheduling



 Steps Steps





Define activities Define activities Sequence

Sequence



 Techniques Techniques





Gantt chart Gantt chart CPM/PERT CPM/PERT





Sequence Sequence activities activities





Estimate time Estimate time





Develop schedule Develop schedule





CPM/PERT CPM/PERT





Microsoft Project Microsoft Project

(13)

Gantt Chart

 Graph or bar chart with a bar for each project activity that shows passage of time

Copyright 2009 John Wiley & Sons, Inc.

Copyright 2009 John Wiley & Sons, Inc. 99--1313

time

 Provides visual display of project schedule

 Slack



amount of time an activity can be delayed

without delaying the project

(14)

| | | | | Activity

Design house and obtain financing

Lay foundation Order and receive materials

0

0 22 44 66 88 1010

Month Month

Example of Gantt Chart Example of Gantt Chart

receive materials Build house

Select paint

Select carpet

Finish work

Month Month 1

1 33 55 77 99

(15)

Project Control Project Control



 Time management Time management



 Cost management Cost management



 Quality management Quality management



 Performance management Performance management

Copyright 2009 John Wiley & Sons, Inc.

Copyright 2009 John Wiley & Sons, Inc. 99--1515



 Performance management Performance management





Earned Value Analysis Earned Value Analysis





a standard procedure for numerically measuring a a standard procedure for numerically measuring a project’s progress, forecasting its completion date project’s progress, forecasting its completion date and cost and measuring schedule and budget

and cost and measuring schedule and budget variation

variation



 Communication Communication



 Enterprise project management Enterprise project management

(16)

CPM/PERT CPM/PERT



 Critical Path Method (CPM) Critical Path Method (CPM)





DuPont & Remington DuPont & Remington- -Rand (1956) Rand (1956)





Deterministic task times Deterministic task times





Deterministic task times Deterministic task times





Activity Activity- -on on- -node network construction node network construction



 Project Evaluation and Review Technique Project Evaluation and Review Technique (PERT)

(PERT)





US Navy, Booz, Allen & Hamilton US Navy, Booz, Allen & Hamilton





Multiple task time estimates; probabilistic Multiple task time estimates; probabilistic





Activity Activity- -on on- -arrow network construction arrow network construction

(17)

Project Network Project Network

 Activity-on-node (AON)



nodes represent

activities, and arrows show precedence relationships

Node Node

Copyright 2009 John Wiley & Sons, Inc.

Copyright 2009 John Wiley & Sons, Inc. 99--1717

 Activity-on-arrow (AOA)



arrows represent

activities and nodes are events for points in time

 Event



completion or beginning of an activity in a project

 Dummy



two or more activities cannot share same start and end nodes

1 2 3

Branch

Branch

(18)

AOA Project Network for AOA Project Network for a House

a House

2

2 00 Lay

3

Lay

foundation foundation

Dummy Dummy

Finish Finish Build

Build 3

3

2

2 00 1 1

3 3 1

1 11

1

1 2 4 6

1

7

5

Design house Design house and obtain and obtain financing financing

Order and Order and receive receive materials materials

Finish Finish work work

Select Select carpet carpet Select

Select paint paint

Build Build house house

(19)

Concurrent Activities Concurrent Activities

2 3

Lay foundation

Lay foundation 3

Dummy Dummy Lay

Lay

foundation foundation

2

2 0 0

Copyright 2009 John Wiley & Sons, Inc.

Copyright 2009 John Wiley & Sons, Inc. 99--1919

Order material Order material

(a)

(a) Incorrect precedence Incorrect precedence relationship

relationship

(b)

(b) Correct precedence Correct precedence relationship

relationship

4 2

Order material Order material

1

1

(20)

AON Network for House Building Project

2 2

4 3

7

Lay foundations Build house

Finish work

1 3

3

1 5

1

6 1

7 1 Start

Design house and obtain

financing

Order and receive

materials Select paint

Select carpet

(21)

1 3

2 2

4 3

3 6

7 1 Start

Critical Path

Copyright 2009 John Wiley & Sons, Inc.

Copyright 2009 John Wiley & Sons, Inc. 99--2121

3

1 5

1

6 1



 Critical path Critical path





Longest path Longest path

through a network through a network





Minimum project Minimum project completion time completion time

A:

A: 11--22--44--77

3 + 2 + 3 + 1 = 9 months 3 + 2 + 3 + 1 = 9 months B:

B: 11--22--55--66--77

3 + 2 + 1 + 1 + 1 = 8 months 3 + 2 + 1 + 1 + 1 = 8 months C:

C: 11--33--44--77

3 + 1 + 3 + 1 = 8 months 3 + 1 + 3 + 1 = 8 months D:

D: 11--33--55--66--77

3 + 1 + 1 + 1 + 1 = 7 months 3 + 1 + 1 + 1 + 1 = 7 months

(22)

Activity Start Times

2 2

4 3

7

Start at 5 months

Finish at 9 months

1 3

3

1 5

1

6 1

7

Start

1

Start at 3 months Start at 6 months

Finish

(23)

Node Configuration Node Configuration

Activity number Earliest start

Earliest finish

Copyright 2009 John Wiley & Sons, Inc.

Copyright 2009 John Wiley & Sons, Inc. 99--2323

1 0 3

3 0 3

Activity duration Latest start

Latest finish

(24)

Activity Scheduling Activity Scheduling

 Earliest start time (ES)



earliest time an activity can start



ES = maximum EF of immediate predecessors

 Forward pass

 Forward pass



starts at beginning of CPM/PERT network to determine earliest activity times

 Earliest finish time (EF)



earliest time an activity can finish



earliest start time plus activity time



EF= ES + t

(25)

Earliest Activity Start and Earliest Activity Start and Finish Times

Finish Times

1 0 3

2 3 5

2 4 5 8

3

Start

Lay foundations

Build house

Copyright 2009 John Wiley & Sons, Inc.

Copyright 2009 John Wiley & Sons, Inc. 99--2525

1 0 3

1

3 3 4

1 5 5 6

1

6 6 7

1

7 8 9

1

Design house and obtain

financing

Select pain

Select carpet

Finish work

Order and receive materials

(26)

Activity Scheduling (cont.) Activity Scheduling (cont.)

 Latest start time (LS)



Latest time an activity can start without delaying critical path time



LS= LF - t



LS= LF - t

 Latest finish time (LF)



latest time an activity can be completed without delaying critical path time



LF = minimum LS of immediate predecessors

 Backward pass



Determines latest activity times by starting at the

end of CPM/PERT network and working forward

(27)

Latest Activity Start and Latest Activity Start and Finish Times

Finish Times

1 0 3

2 3 5

2 3 5 4 5 8

3 5 8

7 8 9

Start

Lay foundations

Build house

Copyright 2009 John Wiley & Sons, Inc.

Copyright 2009 John Wiley & Sons, Inc. 99--2727

1 0 3

1 0 3

3 3 4

1 4 5 5 5 6

1 6 7

6 6 7

1 7 8

7 8 9

1 8 9

Design house and obtain

financing

Select pain

Select carpet

Finish work

Order and receive materials

(28)

0 0 0 0 5

5 5 5 5

5 5 5 3

3 3 3 3

3 3 3

*2

*2

*2

*2

0 0 0 0 3

3 3 3 3

3 3 3 0

0 0 0 0

0 0 0

*1

*1

*1

*1

Slack S Slack S EF

EF LF

LF ES

ES LS

LS Activity

Activity

Activity Slack Activity Slack

* Critical Path

* Critical Path

0 0 0 0 9

9 9 9 9

9 9 9 8

8 8 8 8

8 8 8

*7

*7

*7

*7

1 1 1 1 7

7 7 7 8

8 8 8 6

6 6 6 7

7 7 7 6

6 6 6

1 1 1 1 6

6 6 6 7

7 7 7 5

5 5 5 6

6 6 6 5

5 5 5

0 0 0 0 8

8 8 8 8

8 8 8 5

5 5 5 5

5 5 5

*4

*4

*4

*4

1 1 1 1 4

4 4 4 5

5 5 5 3

3 3 3 4

4 4 4 3

3 3 3

0 0 0 0 5

5 5 5 5

5 5 5 3

3 3 3 3

3 3 3

*2

*2

*2

*2

(29)

Probabilistic Time Estimates

 Beta distribution



a probability distribution traditionally used in CPM/PERT

Mean (expected time):

Mean (expected time): tt = = a a + 4 + 4m m + + b b

Copyright 2009 John Wiley & Sons, Inc.

Copyright 2009 John Wiley & Sons, Inc. 99--2929

a

a = optimistic estimate = optimistic estimate m

m = most likely time estimate = most likely time estimate b

b = pessimistic time estimate = pessimistic time estimate where

where

Mean (expected time):

Mean (expected time): tt = = a a + 4 + 4m m + + b b 6

6 Variance:

Variance: σ σ

22

= = b b -- a a

6 6

2

2

(30)

Examples of Beta Distributions Examples of Beta Distributions

PP(time)(time)

PP(time)(time)

a

a m m

tt b b

a

a m m tt b b

PP(time)(time)

Time Time

m m = = tt

Time Time

Time Time

b b a

a

(31)

Project Network with Probabilistic Time Estimates: Example

Start

2

Finish

1

6,8,10

4

2,4,12

8

3,7,11

10 1,4,7 Equipment

installation

System development

Equipment testing and modification

Manual

System training

Final debugging

Copyright 2009 John Wiley & Sons, Inc.

Copyright 2009 John Wiley & Sons, Inc. 99--3131

Start

2

Finish

3,6,9

3

1,3,5

5

2,3,4

6

3,4,5

7

2,2,2

3,7,11

9

2,4,6

1,4,7

11 1,10,13 Position

recruiting

Manual testing

Job Training

Orientation

System testing

System changeover

(32)

Activity Time Estimates Activity Time Estimates

1

1 6 6 8 8 10 10 8 8 0.44 0.44

2

2 3 3 6 6 9 9 6 6 1.00 1.00

TIME ESTIMATES (WKS)

TIME ESTIMATES (WKS) MEAN TIMEMEAN TIME VARIANCEVARIANCE ACTIVITY

ACTIVITY

a a m m b b tt б б

22

2

2 3 3 6 6 9 9 6 6 1.00 1.00

3

3 1 1 3 3 5 5 3 3 0.44 0.44

4

4 2 2 4 4 12 12 5 5 2.78 2.78

5

5 2 2 3 3 4 4 3 3 0.11 0.11

6

6 3 3 4 4 5 5 4 4 0.11 0.11

7

7 2 2 2 2 2 2 2 2 0.00 0.00

8

8 3 3 7 7 11 11 7 7 1.78 1.78

9

9 2 2 4 4 6 6 4 4 0.44 0.44

10

10 1 1 4 4 7 7 4 4 1.00 1.00

11

11 1 1 10 10 13 13 9 9 4.00 4.00

(33)

Activity Early, Late Times, Activity Early, Late Times, and Slack

and Slack

ACTIVITY

ACTIVITY tt б б

22

ES ES EF EF LS LS LF LF S S

1

1 8 8 0.44 0.44 0 0 8 8 1 1 9 9 1 1 2

2 6 6 1.00 1.00 0 0 6 6 0 0 6 6 0 0 3

3 3 3 0.44 0.44 0 0 3 3 2 2 5 5 2 2 4

4 5 5 2.78 2.78 8 8 13 13 16 16 21 21 8 8

Copyright 2009 John Wiley & Sons, Inc.

Copyright 2009 John Wiley & Sons, Inc. 99--3333

4

4 5 5 2.78 2.78 8 8 13 13 16 16 21 21 8 8 5

5 3 3 0.11 0.11 6 6 9 9 6 6 9 9 0 0 6

6 4 4 0.11 0.11 3 3 7 7 5 5 9 9 2 2 7

7 2 2 0.00 0.00 3 3 5 5 14 14 16 16 11 11 8

8 7 7 1.78 1.78 9 9 16 16 9 9 16 16 0 0 9

9 4 4 0.44 0.44 9 9 13 13 12 12 16 16 3 3 10

10 4 4 1.00 1.00 13 13 17 17 21 21 25 25 8 8 11

11 9 9 4.00 4.00 16 16 25 25 16 16 25 25 0 0

(34)

Start Finish

1 0

8

8 1 9

4 8

13

5 16 21

10

13

17

1 0 3 2 0

6

8 9

16

7 9 16

Critical Path

Earliest, Latest, and Slack Earliest, Latest, and Slack

3 0

3

3 2 5

6 3

7

4 5 9 7 3

5

2 14 16

9 9

13

4 12 16 6 0 6

5 6

9

3 6 9

7 9 16

11

16

25

9 16 25

(35)

σ

2

= б

2 +

б

2

+ б

2

+ б

2

Total project variance

Copyright 2009 John Wiley & Sons, Inc.

Copyright 2009 John Wiley & Sons, Inc. 99--3535

σ

2

= б

22 +

б

52

+ б

82

+ б

112

σ = 1.00 + 0.11 + 1.78 + 4.00

= 6.89 weeks

(36)
(37)

Probabilistic Network Analysis Probabilistic Network Analysis

Determine probability that project is Determine probability that project is completed within specified time

completed within specified time Z

Z = = x x -- µ µ σ σ

Copyright 2009 John Wiley & Sons, Inc.

Copyright 2009 John Wiley & Sons, Inc. 99--3737

where where

µ

µ = = tt p p = project mean time = project mean time

σ

σ = = project standard deviation project standard deviation x

x = = proposed project time proposed project time Z

Z = = number of standard deviations number of standard deviations x x is from mean

is from mean Z

Z = = σ σ

(38)

Normal Distribution of Normal Distribution of Project Time

Project Time

Probability Probability

µ

µ = = tt

pp

x x Time Time

Z σ

(39)

Southern Textile Example Southern Textile Example

What is the probability that the project is completed What is the probability that the project is completed within 30 weeks?

within 30 weeks?

σ

σ

22

= 6.89 weeks = 6.89 weeks Z Z = = x x -- µ µ σ σ

PP((xx ≤≤ 30 weeks)30 weeks)

Copyright 2009 John Wiley & Sons, Inc.

Copyright 2009 John Wiley & Sons, Inc. 99--3939

σ

σ

22

= 6.89 weeks = 6.89 weeks σ

σ = 6.89 = 6.89 σ

σ = 2.62 weeks = 2.62 weeks

Z Z = =

=

=

= 1.91

= 1.91 σ σ 30

30 -- 25 25 2.62 2.62

From Table A.1, (appendix A) a

From Table A.1, (appendix A) a Z Z score of 1.91 corresponds to a score of 1.91 corresponds to a probability of 0.4719. Thus

probability of 0.4719. Thus P P(30) = 0.4719 + 0.5000 = 0.9719 (30) = 0.4719 + 0.5000 = 0.9719

µ

µ= 25= 25 xx = 30= 30 Time (weeks)Time (weeks)

(40)

Southern Textile Example Southern Textile Example

P

P((xx ≤≤ 22 weeks)22 weeks)

What is the probability that the project is completed What is the probability that the project is completed within 22 weeks?

within 22 weeks?

σ

σ

22

= 6.89 weeks = 6.89 weeks σ

σ = 6.89 = 6.89

Z Z = =

=

= x

x -- µ µ σ σ 22

22 -- 25 25

µ

µ = 25= 25 Time Time (weeks) (weeks) x

x = 22= 22

σ

σ = 6.89 = 6.89 σ

σ = 2.62 weeks = 2.62 weeks

=

=

=

= --1.14 1.14 22

22 -- 25 25 2.62 2.62

From Table A.1 (appendix A) a

From Table A.1 (appendix A) a Z Z score of score of --1.14 corresponds to a 1.14 corresponds to a probability of 0.3729. Thus

probability of 0.3729. Thus P P(22) = 0.5000 (22) = 0.5000 -- 0.3729 = 0.1271 0.3729 = 0.1271

(41)

Microsoft Project Microsoft Project



 Popular software package for project Popular software package for project management and CPM/PERT analysis management and CPM/PERT analysis



 Relatively easy to use Relatively easy to use

Copyright 2009 John Wiley & Sons, Inc.

Copyright 2009 John Wiley & Sons, Inc. 99--4141



 Relatively easy to use Relatively easy to use

(42)

Microsoft Project (cont.)

Microsoft Project (cont.)

(43)

Microsoft Project (cont.) Microsoft Project (cont.)

Copyright 2009 John Wiley & Sons, Inc.

Copyright 2009 John Wiley & Sons, Inc. 99--4343

(44)

Microsoft Project (cont.)

Microsoft Project (cont.)

(45)

Microsoft Project (cont.) Microsoft Project (cont.)

Copyright 2009 John Wiley & Sons, Inc.

Copyright 2009 John Wiley & Sons, Inc. 99--4545

(46)

Microsoft Project (cont.)

Microsoft Project (cont.)

(47)

Microsoft Project (cont.) Microsoft Project (cont.)

Copyright 2009 John Wiley & Sons, Inc.

Copyright 2009 John Wiley & Sons, Inc. 99--4747

(48)

PERT Analysis with PERT Analysis with Microsoft Project

Microsoft Project

(49)

PERT Analysis with PERT Analysis with

Microsoft Project (cont.) Microsoft Project (cont.)

Copyright 2009 John Wiley & Sons, Inc.

Copyright 2009 John Wiley & Sons, Inc. 99--4949

(50)

PERT Analysis with PERT Analysis with

Microsoft Project (cont.)

Microsoft Project (cont.)

(51)

Project Crashing

 Crashing



reducing project time by expending additional resources

Copyright 2009 John Wiley & Sons, Inc.

Copyright 2009 John Wiley & Sons, Inc. 99--5151

 Crash time



an amount of time an activity is reduced

 Crash cost



cost of reducing activity time



 Goal Goal



reduce project duration at minimum cost

(52)

2 8

4

12

Project Network for Building a House

1

12

8

3

4 5

4

6 4

7

4

(53)

Normal Time and Cost Normal Time and Cost vs. Crash Time and Cost vs. Crash Time and Cost

$7,000 –

$6,000 –

$5,000 – Crashed activity

Crash cost

Slope = crash cost per week

Copyright 2009 John Wiley & Sons, Inc.

Copyright 2009 John Wiley & Sons, Inc. 99--5353

$4,000 –

$3,000 –

$2,000 –

$1,000 –

– | | | | | | |

0 2 4 6 8 10 12 14 Weeks

Normal activity

Normal time Normal cost

Crash time

Slope = crash cost per week

(54)

Project Crashing: Example Project Crashing: Example

TOTAL TOTAL NORMAL

NORMAL CRASHCRASH ALLOWABLEALLOWABLE CRASHCRASH TIME

TIME TIMETIME NORMALNORMAL CRASHCRASH CRASH TIMECRASH TIME COST PERCOST PER ACTIVITY

ACTIVITY (WEEKS)(WEEKS) (WEEKS)(WEEKS) COSTCOST COSTCOST (WEEKS)(WEEKS) WEEKWEEK

1

1 12 12 7 7 $3,000 $3,000 $5,000 $5,000 5 5 $400 $400 1

1 12 12 7 7 $3,000 $3,000 $5,000 $5,000 5 5 $400 $400 2

2 8 8 5 5 2,000 2,000 3,500 3,500 3 3 500 500 3

3 4 4 3 3 4,000 4,000 7,000 7,000 1 1 3,000 3,000 4

4 12 12 9 9 50,000 50,000 71,000 71,000 3 3 7,000 7,000 5

5 4 4 1 1 500 500 1,100 1,100 3 3 200 200

6

6 4 4 1 1 500 500 1,100 1,100 3 3 200 200

7

7 4 4 3 3 15,000 15,000 22,000 22,000 1 1 7,000 7,000

$75,000

$75,000 $110,700 $110,700

(55)

1 12

2 8

3

4 5

4

6 4

7 4

$400

$500

$3000

$7000

$200

$200 12 $700

4

Project Duration:

36 weeks

FROM …

$500 $7000

Copyright 2009 John Wiley & Sons, Inc.

Copyright 2009 John Wiley & Sons, Inc. 99--5555

1 7

2 8

3

4 5

4

6 4

7 4

$400

$500

$3000

$7000

$200

$200 12 $700

4

Project Duration:

31 weeks Additional Cost:

$2000

TO…

(56)

 Crashing costs increase as project Crashing costs increase as project duration decreases

duration decreases

 Indirect costs increase as project Indirect costs increase as project

Time

Time--Cost Relationship Cost Relationship

 Indirect costs increase as project Indirect costs increase as project duration increases

duration increases

 Reduce project length as long as Reduce project length as long as

crashing costs are less than indirect crashing costs are less than indirect costs

costs

(57)

Time

Time--Cost Tradeoff Cost Tradeoff

Cost ($)Cost ($)

Minimum cost = optimal project time Minimum cost = optimal project time

Total project cost Total project cost

Indirect cost Indirect cost

Copyright 2009 John Wiley & Sons, Inc.

Copyright 2009 John Wiley & Sons, Inc. 99--5757

Cost ($)Cost ($)

Project duration Project duration Crashing

Crashing TimeTime

Direct cost Direct cost

(58)

Copyright 2009 John Wiley & Sons, Inc.

Copyright 2009 John Wiley & Sons, Inc.

All rights reserved. Reproduction or translation of this work beyond that All rights reserved. Reproduction or translation of this work beyond that permitted in section 117 of the 1976 United States Copyright Act without permitted in section 117 of the 1976 United States Copyright Act without

express permission of the copyright owner is unlawful. Request for further express permission of the copyright owner is unlawful. Request for further express permission of the copyright owner is unlawful. Request for further express permission of the copyright owner is unlawful. Request for further information should be addressed to the Permission Department, John Wiley &

information should be addressed to the Permission Department, John Wiley &

Sons, Inc. The purchaser may make back

Sons, Inc. The purchaser may make back--up copies for his/her own use only and up copies for his/her own use only and not for distribution or resale. The Publisher assumes no responsibility for

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errors, omissions, or damages caused by the use of these programs or from the errors, omissions, or damages caused by the use of these programs or from the use of the information herein.

use of the information herein.

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