Roster :: LLR

	1
2002 September	02	03	04	05	06	07	08
	M	T	W	T	F	S	S	P	V
001	N			P		A		11	0
002		P	A		A		P	13	0
003	A	A		A		N	P	20	0
004	A	A		A		P		11	0
005			N		P	P	P	6	0
006			P	A	A	P		22	0
007	A		A		N		A	20	0
008	P	P		N	P	P		0	0
009		P		N		A	A	11	0
010		N	P	P				10	0
011	A	P		A		N		10	0
012	P		A		N		A	10	0
013	N		P		A		A	11	0
014								30	0
015		A	A		A		N	15	0
016	A	P		N		A	A	25	0
017	P		P	P	P		N	1	0
018		N		P		A	A	11	0
019	N	P		P	A	A		22	0
020		A	A		N	P	P	10	0
021	P		N		P		P	2	0
022	P		P		P		N	2	0
023								30	0
024		A		A		N	P	10	0
025			A	P	P			20	0
026	A	N	P	A		P		12	0
027	P	A	N		A	A		21	0
Requests	Employees' penalty (soft constraints)							366
Violations

Shift Cover (Skill : All)
A Preferred	6	6	6	6	6	6	6
A Provided	6	6	6	6	6	6	6	0	0
P Preferred	6	6	6	6	6	6	6
P Provided	6	6	6	6	6	6	6	0	0
N Preferred	3	3	3	3	3	3	3
N Provided	3	3	3	3	3	3	3	0	0
Total penalty (soft constraints)								366
Total violations (hard constraints)									0

KEY

Assignment frozen

Day off request

Day on request

Shift off request

Shift on request

Computation

Found by Li, Lim and Rodrigues

Algorithm Hybrid constraint programming and tabu search approach

Computation time 1 minute, 36 seconds

Date 2003

System PC

CPU P-545MHZ

Penalties

001
Contract: LLR

Requirement

Violations

Penalty

Details

Requested intervals/days and shifts on and off

Patterns

Satisfied	Pattern matches	Patterns			Matched
Satisfied	Pattern matches	Start day	1	2	Matched
✓	Max 1 N shift Max 1 match between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N		1
✓	Max 5 shifts Max 5 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	On		3
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=6, function=Linear].	All	P	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	A	On	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	Off	1
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	A	1
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=1, function=Linear].	All	Off	P	1

002
Contract: LLR

Requirement

Violations

Penalty

Details

Requested intervals/days and shifts on and off

Patterns

Satisfied	Pattern matches	Patterns			Matched
Satisfied	Pattern matches	Start day	1	2	Matched
✓	Max 1 N shift Max 1 match between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N		0
✓	Max 5 shifts Max 5 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	On		4
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N	A	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=6, function=Linear].	All	P	A	1
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	A	On	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	Off	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	A	1
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=1, function=Linear].	All	Off	P	2

003
Contract: LLR

Requirement

Violations

Penalty

Details

Requested intervals/days and shifts on and off

Patterns

Satisfied	Pattern matches	Patterns			Matched
Satisfied	Pattern matches	Start day	1	2	Matched
✓	Max 1 N shift Max 1 match between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N		1
✓	Max 5 shifts Max 5 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	On		5
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=6, function=Linear].	All	P	A	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	A	On	1
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	Off	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	A	1
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=1, function=Linear].	All	Off	P	0

004
Contract: LLR

Requirement

Violations

Penalty

Details

Requested intervals/days and shifts on and off

Patterns

Satisfied	Pattern matches	Patterns			Matched
Satisfied	Pattern matches	Start day	1	2	Matched
✓	Max 1 N shift Max 1 match between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N		0
✓	Max 5 shifts Max 5 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	On		4
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=6, function=Linear].	All	P	A	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	A	On	1
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	Off	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	A	1
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=1, function=Linear].	All	Off	P	1

005
Contract: LLR

Requirement

Violations

Penalty

Details

Patterns

Satisfied	Pattern matches	Patterns			Matched
Satisfied	Pattern matches	Start day	1	2	Matched
✓	Max 1 N shift Max 1 match between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N		1
✓	Max 5 shifts Max 5 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	On		4
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=6, function=Linear].	All	P	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	A	On	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	Off	1
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	A	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=1, function=Linear].	All	Off	P	1

006
Contract: LLR

Requirement

Violations

Penalty

Details

Requested intervals/days and shifts on and off

Patterns

Satisfied	Pattern matches	Patterns			Matched
Satisfied	Pattern matches	Start day	1	2	Matched
✓	Max 1 N shift Max 1 match between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N		0
✓	Max 5 shifts Max 5 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	On		4
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N	A	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=6, function=Linear].	All	P	A	1
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	A	On	2
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	Off	1
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	A	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=1, function=Linear].	All	Off	P	1

007
Contract: LLR

Requirement

Violations

Penalty

Details

Requested intervals/days and shifts on and off

Patterns

Satisfied	Pattern matches	Patterns			Matched
Satisfied	Pattern matches	Start day	1	2	Matched
✓	Max 1 N shift Max 1 match between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N		1
✓	Max 5 shifts Max 5 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	On		4
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=6, function=Linear].	All	P	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	A	On	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	Off	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	A	2
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=1, function=Linear].	All	Off	P	0

008
Contract: LLR

Requirement

Violations

Penalty

Details

Requested intervals/days and shifts on and off

Patterns

Satisfied	Pattern matches	Patterns			Matched
Satisfied	Pattern matches	Start day	1	2	Matched
✓	Max 1 N shift Max 1 match between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N		1
✓	Max 5 shifts Max 5 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	On		5
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=6, function=Linear].	All	P	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	A	On	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	Off	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=1, function=Linear].	All	Off	P	0

009
Contract: LLR

Requirement

Violations

Penalty

Details

Patterns

Satisfied	Pattern matches	Patterns			Matched
Satisfied	Pattern matches	Start day	1	2	Matched
✓	Max 1 N shift Max 1 match between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N		1
✓	Max 5 shifts Max 5 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	On		4
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=6, function=Linear].	All	P	A	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	A	On	1
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	Off	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	A	1
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=1, function=Linear].	All	Off	P	1

010
Contract: LLR

Requirement

Violations

Penalty

Details

Requested intervals/days and shifts on and off

Patterns

Satisfied	Pattern matches	Patterns			Matched
Satisfied	Pattern matches	Start day	1	2	Matched
✓	Max 1 N shift Max 1 match between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N		1
✓	Max 5 shifts Max 5 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	On		3
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=6, function=Linear].	All	P	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	A	On	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	Off	2
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=1, function=Linear].	All	Off	P	0

011
Contract: LLR

Requirement

Violations

Penalty

Details

Requested intervals/days and shifts on and off

Patterns

Satisfied	Pattern matches	Patterns			Matched
Satisfied	Pattern matches	Start day	1	2	Matched
✓	Max 1 N shift Max 1 match between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N		1
✓	Max 5 shifts Max 5 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	On		4
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=6, function=Linear].	All	P	A	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	A	On	1
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	Off	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	A	1
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=1, function=Linear].	All	Off	P	0

012
Contract: LLR

Requirement

Violations

Penalty

Details

Requested intervals/days and shifts on and off

Patterns

Satisfied	Pattern matches	Patterns			Matched
Satisfied	Pattern matches	Start day	1	2	Matched
✓	Max 1 N shift Max 1 match between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N		1
✓	Max 5 shifts Max 5 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	On		4
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=6, function=Linear].	All	P	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	A	On	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	Off	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	A	2
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=1, function=Linear].	All	Off	P	0

013
Contract: LLR

Requirement

Violations

Penalty

Details

Requested intervals/days and shifts on and off

Patterns

Satisfied	Pattern matches	Patterns			Matched
Satisfied	Pattern matches	Start day	1	2	Matched
✓	Max 1 N shift Max 1 match between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N		1
✓	Max 5 shifts Max 5 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	On		4
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=6, function=Linear].	All	P	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	A	On	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	Off	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	A	2
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=1, function=Linear].	All	Off	P	1

014
Contract: LLR

Requirement

Violations

Penalty

Details

Requested intervals/days and shifts on and off

Patterns

Satisfied	Pattern matches	Patterns			Matched
Satisfied	Pattern matches	Start day	1	2	Matched
✓	Max 1 N shift Max 1 match between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N		0
✓	Max 5 shifts Max 5 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	On		0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=6, function=Linear].	All	P	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	A	On	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	Off	6
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=1, function=Linear].	All	Off	P	0

015
Contract: LLR

Requirement

Violations

Penalty

Details

Requested intervals/days and shifts on and off

Patterns

Satisfied	Pattern matches	Patterns			Matched
Satisfied	Pattern matches	Start day	1	2	Matched
✓	Max 1 N shift Max 1 match between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N		1
✓	Max 5 shifts Max 5 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	On		4
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=6, function=Linear].	All	P	A	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	A	On	1
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	Off	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	A	2
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=1, function=Linear].	All	Off	P	0

016
Contract: LLR

Requirement

Violations

Penalty

Details

Requested intervals/days and shifts on and off

Patterns

Satisfied	Pattern matches	Patterns			Matched
Satisfied	Pattern matches	Start day	1	2	Matched
✓	Max 1 N shift Max 1 match between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N		1
✓	Max 5 shifts Max 5 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	On		5
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=6, function=Linear].	All	P	A	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	A	On	2
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	Off	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	A	1
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=1, function=Linear].	All	Off	P	0

017
Contract: LLR

Requirement

Violations

Penalty

Details

Requested intervals/days and shifts on and off

Patterns

Satisfied	Pattern matches	Patterns			Matched
Satisfied	Pattern matches	Start day	1	2	Matched
✓	Max 1 N shift Max 1 match between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N		1
✓	Max 5 shifts Max 5 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	On		5
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=6, function=Linear].	All	P	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	A	On	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	Off	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	A	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=1, function=Linear].	All	Off	P	1

018
Contract: LLR

Requirement

Violations

Penalty

Details

Patterns

Satisfied	Pattern matches	Patterns			Matched
Satisfied	Pattern matches	Start day	1	2	Matched
✓	Max 1 N shift Max 1 match between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N		1
✓	Max 5 shifts Max 5 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	On		4
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=6, function=Linear].	All	P	A	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	A	On	1
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	Off	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	A	1
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=1, function=Linear].	All	Off	P	1

019
Contract: LLR

Requirement

Violations

Penalty

Details

Requested intervals/days and shifts on and off

Patterns

Satisfied	Pattern matches	Patterns			Matched
Satisfied	Pattern matches	Start day	1	2	Matched
✓	Max 1 N shift Max 1 match between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N		1
✓	Max 5 shifts Max 5 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	On		5
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N	A	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=6, function=Linear].	All	P	A	1
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	A	On	1
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	Off	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	A	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=1, function=Linear].	All	Off	P	1

020
Contract: LLR

Requirement

Violations

Penalty

Details

Requested intervals/days and shifts on and off

Patterns

Satisfied	Pattern matches	Patterns			Matched
Satisfied	Pattern matches	Start day	1	2	Matched
✓	Max 1 N shift Max 1 match between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N		1
✓	Max 5 shifts Max 5 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	On		5
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=6, function=Linear].	All	P	A	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	A	On	1
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	Off	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	A	1
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=1, function=Linear].	All	Off	P	0

021
Contract: LLR

Requirement

Violations

Penalty

Details

Requested intervals/days and shifts on and off

Patterns

Satisfied	Pattern matches	Patterns			Matched
Satisfied	Pattern matches	Start day	1	2	Matched
✓	Max 1 N shift Max 1 match between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N		1
✓	Max 5 shifts Max 5 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	On		4
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=6, function=Linear].	All	P	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	A	On	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	Off	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	A	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=1, function=Linear].	All	Off	P	2

022
Contract: LLR

Requirement

Violations

Penalty

Details

Requested intervals/days and shifts on and off

Patterns

Satisfied	Pattern matches	Patterns			Matched
Satisfied	Pattern matches	Start day	1	2	Matched
✓	Max 1 N shift Max 1 match between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N		1
✓	Max 5 shifts Max 5 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	On		4
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=6, function=Linear].	All	P	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	A	On	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	Off	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	A	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=1, function=Linear].	All	Off	P	2

023
Contract: LLR

Requirement

Violations

Penalty

Details

Requested intervals/days and shifts on and off

Patterns

Satisfied	Pattern matches	Patterns			Matched
Satisfied	Pattern matches	Start day	1	2	Matched
✓	Max 1 N shift Max 1 match between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N		0
✓	Max 5 shifts Max 5 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	On		0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=6, function=Linear].	All	P	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	A	On	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	Off	6
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=1, function=Linear].	All	Off	P	0

024
Contract: LLR

Requirement

Violations

Penalty

Details

Patterns

Satisfied	Pattern matches	Patterns			Matched
Satisfied	Pattern matches	Start day	1	2	Matched
✓	Max 1 N shift Max 1 match between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N		1
✓	Max 5 shifts Max 5 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	On		4
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=6, function=Linear].	All	P	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	A	On	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	Off	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	A	2
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=1, function=Linear].	All	Off	P	0

025
Contract: LLR

Requirement

Violations

Penalty

Details

Requested intervals/days and shifts on and off

Patterns

Satisfied	Pattern matches	Patterns			Matched
Satisfied	Pattern matches	Start day	1	2	Matched
✓	Max 1 N shift Max 1 match between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N		0
✓	Max 5 shifts Max 5 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	On		3
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N	A	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=6, function=Linear].	All	P	A	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	A	On	1
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	Off	2
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	A	1
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=1, function=Linear].	All	Off	P	0

026
Contract: LLR

Requirement

Violations

Penalty

Details

Requested intervals/days and shifts on and off

Patterns

Satisfied	Pattern matches	Patterns			Matched
Satisfied	Pattern matches	Start day	1	2	Matched
✓	Max 1 N shift Max 1 match between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N		1
✓	Max 5 shifts Max 5 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	On		5
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N	A	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=6, function=Linear].	All	P	A	1
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	A	On	1
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	Off	0
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	A	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=1, function=Linear].	All	Off	P	1

027
Contract: LLR

Requirement

Violations

Penalty

Details

Requested intervals/days and shifts on and off

Patterns

Satisfied	Pattern matches	Patterns			Matched
Satisfied	Pattern matches	Start day	1	2	Matched
✓	Max 1 N shift Max 1 match between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N		1
✓	Max 5 shifts Max 5 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	On		5
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=10000, function=Linear].	All	N	A	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=6, function=Linear].	All	P	A	1
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	A	On	2
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	Off	0
x	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=5, function=Linear].	All	Off	A	1
✓	Max 0 matches between days 0-6 of pattern: [Soft constraint, weight=1, function=Linear].	All	Off	P	0

Total employees' penalty (soft constraints)

	Requirement	Penalty
1.	Requested intervals/days and shifts on and off	40
2.	Patterns	326
	Total	366