1.1 Nurse Rostering Problems, p.160 ,
egle (P3), si uneinfirmì ere est amenéè a travailler six jours consécutivement alors la violation engendrée sera de, 2000. ,
ou encore ?-Regular) sontparticulì erement bien adaptéesadaptéesà la modélisation de r` egles de séquence. En Chapitre 8. Applications des contraintes globales relaxées aux NRPs entrée un planning satisfaisant seulement un sous-ensemble de contraintes (comme par exemple, les contraintes sur les capacités deséquipesdeséquipes) Une autre possibilité est d'utiliser un solveur tiers ou une recherche arborescente,compì ete ou non, afin de calculer unepremì ere solution ,
différentes heuristiques basées sur l'´ echange (?? swap ??) de larges parties de plannings dinfirmì eres ontétéontété proposées : ? Shuffle neighborhood qui considère des ?? swaps ?? entre les portions du planning de l'in-firmì ere cumulant le plus de violations avec le planning d'une autreinfirmì ere ,
trois nouvelles heuristiques de choix voisinages ontétéontété proposées dans [HQ09] pour une recherche de type LNS (Large Neighborhood Search, p.17 ,
AS05] Grâcè a l'utilisation de la programmation par but, une solution optimale est trouvée en 600 secondes sur un Pentium 700 MHz ,
AllDifferent(µ dec ) pourraitêtre pourraitêtre réutilisé en pondérant les arcs de violation pour modéliser les préférencespréférencesémises Afin de pondérer demanì ere fine les arcs de violation, certaines informations structurelles peuventêtrepeuventêtre utilisées. Par exemple, les arcs de violation issus d'une valeur ne doiventêtredoiventêtre pondérés que par les poids associés aux contraintes dont les variables possèdent cette valeur dans leur domaine. Il est aussi possible d'utiliser les variables dont le domaine est réduitréduità un singleton pour affiner le poids de certains arcs. Un second avantage d'une telle représentation permettrait de s'abstraire de l ,
Desciption des instances utilisées pour CostRegularCount Bibliographie ,
Solving Rostering Tasks as Constraint Optimization, PATAT, pp.191-212, 2000. ,
DOI : 10.1007/3-540-44629-X_12
SOLVING ROSTERING TASKS BY GENERIC METHODS FOR CONSTRAINT OPTIMIZATION, International Journal of Foundations of Computer Science, vol.12, issue.05, pp.671-693, 2001. ,
DOI : 10.1142/S0129054101000710
INTERDIP -an interactive constraint based nurse scheduler, PACLP'99, 1999. ,
A 0-1 goal programming model for nurse scheduling, Computers & Operations Research, vol.32, issue.3, pp.491-507, 2005. ,
DOI : 10.1016/S0305-0548(03)00249-1
Rong Qu, and Greet Vanden Berghe. A shift sequence based approach for nurse scheduling and a new benchmark dataset, Journal of Heuristics, 2009. ,
Arc-consistency and arc-consistency again, AAAI, pp.108-113, 1993. ,
Introducing global constraints in CHIP, Mathematical and Computer Modelling, vol.20, issue.12, pp.97-123, 1994. ,
DOI : 10.1016/0895-7177(94)90127-9
URL : https://hal.archives-ouvertes.fr/hal-00442810
A Hybrid Tabu Search Algorithm for the Nurse Rostering Problem, Lecture Notes in Computer Science, vol.1585, pp.187-194, 1998. ,
DOI : 10.1007/3-540-48873-1_25
The State of the Art of Nurse Rostering, Journal of Scheduling, vol.7, issue.6, pp.441-499, 2004. ,
DOI : 10.1023/B:JOSH.0000046076.75950.0b
Global Constraint Catalogue: Past, Present and Future, Constraints, vol.2, issue.1, pp.21-62, 2007. ,
DOI : 10.1007/s10601-006-9010-8
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.102.251
A hybrid heuristic ordering and variable neighbourhood search for the nurse rostering problem, European Journal of Operational Research, vol.188, issue.2, pp.330-341, 2008. ,
DOI : 10.1016/j.ejor.2007.04.030
Variable Neighborhood Search for Rostering Problems, pp.153-172, 2004. ,
A Time Predefined Variable Depth Search for Nurse Rostering, INFORMS Journal on Computing, vol.25, issue.3, 2007. ,
DOI : 10.1287/ijoc.1120.0510
Optimal and suboptimal singleton arc consistency algorithms, Kaelbling and Saffiotti [KS05], pp.54-59 ,
Global constraint catalog http ://www.emn.fr/x-info/sdemasse Global constraints as graph properties on a structured network of elementary constraints of the same type, Bel00] Nicolas Beldiceanu Dechter [Dec00], pp.52-66, 2009. ,
hibiscus: A Constraint Programming Application to Staff Scheduling in Health Care, Lecture Notes in Computer Science, vol.2833, pp.153-167 ,
DOI : 10.1007/978-3-540-45193-8_11
The Complexity of Reasoning with Global Constraints, Constraints, vol.1, issue.1???3, pp.239-259, 2007. ,
DOI : 10.1007/s10601-006-9007-3
URL : https://hal.archives-ouvertes.fr/lirmm-00195881
A hybrid model of integer programming and variable neighbourhood search for highly-constrained nurse rostering problems, European Journal of Operational Research, vol.203, issue.2, 2009. ,
DOI : 10.1016/j.ejor.2009.07.036
Gérard Verfaillie , andHéì ene Fargier. Semiring-based csps and valued csps : Frameworks, properties, and comparison, Constraints, vol.4, issue.3, pp.199-240, 1999. ,
DOI : 10.1023/A:1026441215081
Cost Evaluation of Soft Global Constraints, Lecture Notes in Computer Science, vol.3011, pp.80-95, 2004. ,
DOI : 10.1007/978-3-540-24664-0_6
Mac and combined heuristics : Two reasons to forsake fc (and cbj ?) on hard problems, Lecture Notes in Computer Science, vol.1118, pp.61-75, 1996. ,
Refining the basic constraint propagation algorithm, IJCAI, pp.309-315, 2001. ,
Radio link frequency assignment, Constraints, vol.4, issue.1, pp.79-89, 1999. ,
Optimal soft arc consistency, IJCAI, pp.68-73, 2007. ,
Virtual arc consistency for weighted csp, Dieter Fox and Carla P ,
Nurse scheduling with global constraints in CHIP : GYMNASTE, PACLP'98, 1998. ,
Identifying and Exploiting Problem Structures Using Explanation-based Constraint Programming, Constraints, vol.400, issue.1, pp.295-313, 2006. ,
DOI : 10.1007/s10601-006-9002-8
URL : https://hal.archives-ouvertes.fr/hal-00869105
A constraint-based nurse rostering system using a redundant modeling approach, Proceedings Eighth IEEE International Conference on Tools with Artificial Intelligence, pp.140-148, 1996. ,
DOI : 10.1109/TAI.1996.560444
Reduction operations in fuzzy or valued constraint satisfaction. Fuzzy Sets and Systems, pp.311-342, 2003. ,
Persistency in maximum cardinality bipartite matchings, Operations Research Letters, vol.15, issue.3, pp.143-149, 1994. ,
DOI : 10.1016/0167-6377(94)90049-3
From regular expressions to dfa's using compressed nfa's. Theor, Comput. Sci, vol.178, issue.12, pp.1-36, 1997. ,
Arc consistency for soft constraints, Artif. Intell, vol.154, issue.12, pp.199-227, 2004. ,
On the expressiveness of networks with hidden variables, AAAI, pp.556-562, 1990. ,
Horoplan : computer-assisted nurse scheduling using constraintbased programming, Journal of the Society for Health Systems, vol.5, issue.1, pp.41-54, 1995. ,
The calculus of fuzzy restrictions as a basis for flexible constraint satisfaction, [Proceedings 1993] Second IEEE International Conference on Fuzzy Systems, 1993. ,
DOI : 10.1109/FUZZY.1993.327356
Existential arc consistency : Getting closer to full arc consistency in weighted csps, Kaelbling and Saffiotti [KS05], pp.84-89 ,
A note on two problems in connexion with graphs, Numerische Mathematik, pp.269-271, 1959. ,
Experimental evaluation of preprocessing techniques in constraint satisfaction problems, IJCAI, pp.271-277, 1989. ,
Tree clustering for constraint networks, Artificial Intelligence, vol.38, issue.3, pp.353-366, 1989. ,
DOI : 10.1016/0004-3702(89)90037-4
A Cost-Regular Based Hybrid Column Generation Approach, Constraints, vol.12, issue.4???5, pp.315-333, 2006. ,
DOI : 10.1007/s10601-006-9003-7
URL : https://hal.archives-ouvertes.fr/hal-00293562
Staff scheduling and rostering: A review of applications, methods and models, European Journal of Operational Research, vol.153, issue.1, pp.3-27, 2004. ,
DOI : 10.1016/S0377-2217(03)00095-X
Look-ahead value ordering for constraint satisfaction problems, IJCAI (1), pp.572-578, 1995. ,
Maximal flow through a network, Canadian Journal of Mathematics, vol.8, pp.399-404, 1956. ,
Selecting preferred solutions in fuzzy constraint satisfaction problems, First European Congress on Fuzzy and Intelligent Technologies, 1993. ,
Partial constraint satisfaction, Artif. Intell, vol.58, issue.1-3, pp.21-70, 1992. ,
The nurse rostering problem: A critical appraisal of the problem structure, European Journal of Operational Research, vol.202, issue.2, pp.379-389, 2010. ,
DOI : 10.1016/j.ejor.2009.05.046
A generic arc-consistency algorithm and its specializations, Artificial Intelligence, vol.57, issue.2-3, pp.291-321, 1992. ,
DOI : 10.1016/0004-3702(92)90020-X
Increasing tree search efficiency for constraint satisfaction problems, Artif. Intell, vol.14, issue.3, pp.263-313, 1980. ,
Limited discrepancy search, IJCAI (1), pp.607-615, 1995. ,
An n 5/2 algorithm for maximum matchings in bipartite graphs, SIAM J. Comput, vol.2, issue.4, pp.225-231, 1973. ,
Variable neighborhood decomposition search, Journal of Heuristics, vol.7, issue.4, pp.335-350, 2001. ,
DOI : 10.1023/A:1011336210885
A hyper-arc consistency algorithm for the soft alldifferent constraint, Wallace [Wal04], pp.679-689 ,
Operations Research Techniques in Constraint Programming, 2005. ,
On global warming: Flow-based soft global constraints, Journal of Heuristics, vol.1, issue.4, pp.347-373, 2006. ,
DOI : 10.1007/s10732-006-6550-4
A Constraint-directed Local Search Approach to Nurse Rostering Problems, 6th International Workshop on Local Search Techniques in Constraint Satisfaction, p.9, 2009. ,
DOI : 10.4204/EPTCS.5.6
Constraint satisfaction using constraint logic programming, Artificial Intelligence, vol.58, issue.1-3, pp.113-159, 1992. ,
DOI : 10.1016/0004-3702(92)90006-J
A subproblem-centric model and approach to the nurse scheduling problem, Mathematical Programming, vol.97, issue.3, pp.517-541, 2003. ,
DOI : 10.1007/s10107-003-0426-2
Quickxplain : Preferred explanations and relaxations for overconstrained problems, AAAI, pp.167-172, 2004. ,
The versatility of using explanations within constraint programming . Habilitation thesis of, 2003. ,
URL : https://hal.archives-ouvertes.fr/tel-00293905
Reducibility among combinatorial problems, Complexity of Computer Computations, pp.85-103, 1972. ,
DOI : 10.1007/978-3-540-68279-0_8
Node and arc consistency in weighted csp, AAAI/IAAI, pp.48-53, 2002. ,
Combining VNS with constraint programming for solving anytime optimization problems, European Journal of Operational Research, vol.191, issue.3, pp.705-735, 2008. ,
DOI : 10.1016/j.ejor.2006.12.062
Heuristiques de recherche pour la résolution des WCSP, 2008. ,
Towards efficient consistency enforcement for global constraints in weighted constraint satisfaction, IJCAI 2009, pp.559-565, 2009. ,
A hybrid ai approach for nurse rostering problem, In SAC, pp.730-735, 2003. ,
In the quest of the best form of local consistency for weighted csp, IJCAI, pp.239-244 ,
Consistency in networks of relations, Artificial Intelligence, vol.8, issue.1, pp.99-118, 1977. ,
DOI : 10.1016/0004-3702(77)90007-8
Σ-All Different: Softening AllDifferent in Weighted CSPs, 19th IEEE International Conference on Tools with Artificial Intelligence(ICTAI 2007), pp.223-230, 2007. ,
DOI : 10.1109/ICTAI.2007.82
A decomposition based softening of alldifferent in wcsps, CP'07 (Doctoral Program), pp.91-96, 2007. ,
Relaxation d'alldifferent avec préférences, JFPC'08, pp.191-200, 2008. ,
Relaxation de contraintes globales pour la modélisation deprobì eme d'allocation dinfirmì eres, JFPC'09, pp.155-164, 2009. ,
Softening Gcc and Regular with preferences, Proceedings of the 2009 ACM symposium on Applied Computing, SAC '09, pp.1392-1396 ,
DOI : 10.1145/1529282.1529593
Softening gcc with preferences, ROADEF'09 (Abstract), pp.57-58, 2009. ,
Solving Nurse Rostering Problems Using Soft Global Constraints, Lecture Notes in Computer Science, vol.12, issue.4-5, pp.73-87, 2009. ,
DOI : 10.1007/s10732-006-6550-4
Sequencing and Counting with the multicost-regular Constraint, Lecture Notes in Computer Science, vol.5547, pp.178-192, 2009. ,
DOI : 10.1007/978-3-642-01929-6_14
URL : https://hal.archives-ouvertes.fr/hal-00394434
Arc and path consistency revisited, Artificial Intelligence, vol.28, issue.2, pp.225-233, 1986. ,
DOI : 10.1016/0004-3702(86)90083-4
URL : https://hal.archives-ouvertes.fr/inria-00548487
Variable neighborhood search, Computers & Operations Research, vol.24, issue.11, pp.1097-1100, 1997. ,
DOI : 10.1016/S0305-0548(97)00031-2
URL : https://hal.archives-ouvertes.fr/hal-00979295
Cyclic and non-cyclic scheduling of 12 h shift nurses by network programming, European Journal of Operational Research, vol.104, issue.3, pp.582-592, 1996. ,
DOI : 10.1016/S0377-2217(97)00006-4
Networks of constraints: Fundamental properties and applications to picture processing, Information Sciences, vol.7, pp.95-132, 1974. ,
DOI : 10.1016/0020-0255(74)90008-5
Scheduling Nurses Using Goal-Programming Techniques, IIE Transactions, vol.24, issue.5, pp.216-221, 1984. ,
DOI : 10.1080/07408178408974687
The zero-one goal programming model of a flexible nurse scheduling support system, International Industrial Engineering Conference, pp.436-441, 1989. ,
A Regular Language Membership Constraint for Finite Sequences of Variables, Wallace [Wal04], pp.482-495 ,
DOI : 10.1007/978-3-540-30201-8_36
Modélisation et Algorithmes de Résolution deProbì emes Sur- Contraints, 2002. ,
Global Propagation of Practicability Constraints, ICTAI, pp.361-366, 2000. ,
DOI : 10.1007/978-3-540-68155-7_38
URL : https://hal.archives-ouvertes.fr/hal-00482034
Specific Filtering Algorithms for Over-Constrained Problems, Lecture Notes in Computer Science, vol.2239, pp.451-463, 2001. ,
DOI : 10.1007/3-540-45578-7_31
A Hybrid Constraint Programming Approach for Nurse Rostering Problems, The Twenty-eighth SGAI International Conference on Artificial Intelligence, pp.211-224, 2008. ,
DOI : 10.1007/978-1-84882-215-3_16
Improved Algorithms for the Global Cardinality Constraint, Wallace [Wal04], pp.542-556 ,
DOI : 10.1007/978-3-540-30201-8_40
Global Grammar Constraints, Lecture Notes in Computer Science, vol.4204, pp.751-755, 2006. ,
DOI : 10.1007/11889205_64
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.124.937
A filtering algorithm for constraints of difference in csps, AAAI, pp.362-367, 1994. ,
Développement d'outils algorithmiques pour l'intelligence articielle . ApplicationàApplicationà la chimie organique, 1995. ,
Generalized arc consistency for global cardinality constraint, AAAI/IAAI, pp.209-215, 1996. ,
Arc Consistency for Global Cardinality Constraints with Costs, Lecture Notes in Computer Science, vol.1713, pp.390-404, 1999. ,
DOI : 10.1007/978-3-540-48085-3_28
Cost-based arc consistency for global cardinality constraints, Constraints, vol.7, issue.3/4, pp.387-405, 2002. ,
DOI : 10.1023/A:1020506526052
The Cardinality Matrix Constraint, Wallace [Wal04], pp.572-587 ,
DOI : 10.1007/978-3-540-30201-8_42
A Global Constraint Combining a Sum Constraint and Difference Constraints, Dechter [Dec00], pp.384-395 ,
DOI : 10.1007/3-540-45349-0_28
Finite automata and their decision problems, IBM Journal of Research and Development, vol.3, issue.2, pp.114-125, 1959. ,
Algorithm for optimal winner determination in combinatorial auctions, IJCAI, pp.542-547, 1999. ,
DOI : 10.1016/S0004-3702(01)00159-X
Valued constraint satisfaction problems : Hard and easy problems, IJCAI (1), pp.631-639, 1995. ,
Probì emes de satisfaction de contraintes valués. Revue d'Intelligence Artificielle, pp.1-37, 1997. ,
Trying harder to fail first, ECAI, pp.249-253, 1998. ,
Using Constraint Programming and Local Search Methods to Solve Vehicle Routing Problems, Lecture Notes in Computer Science, vol.1520, pp.417-431, 1998. ,
DOI : 10.1007/3-540-49481-2_30
Models for Global Constraint Applications, Constraints, vol.14, issue.4, pp.63-92, 2007. ,
DOI : 10.1007/s10601-006-9011-7
Depth-First Search and Linear Graph Algorithms, SIAM Journal on Computing, vol.1, issue.2, pp.146-160, 1972. ,
DOI : 10.1137/0201010
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.327.8418
Hybrid optimization techniques for the workshift and rest assignment of nursing personnel, Artificial Intelligence in Medicine, vol.20, issue.2, pp.155-175, 2000. ,
DOI : 10.1016/S0933-3657(00)00062-2
DARN! A Weighted Constraint Solver for RNA Motif Localization, Constraints, vol.312, issue.2???3, pp.91-109, 2008. ,
DOI : 10.1007/s10601-007-9033-9
Improved Algorithm for the Soft Global Cardinality Constraint, Lecture Notes in Computer Science, vol.3990, pp.288-299, 2006. ,
DOI : 10.1007/11757375_23
Generalizations of the Global Cardinality Constraint for Hierarchical Resources ,
DOI : 10.1007/978-3-540-72397-4_26