references.bib

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   affiliation = {School of Mathematical Sciences, Monash University, Victoria 3800, Australia},
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   booktitle = {Learning and Intelligent Optimization},
   series = {Lecture Notes in Computer Science},
   publisher = {Springer},
   keyword = {Computer Science},
   pages = {524--538},
   volume = {6683},
   year = {2011}
}% citation verified
@incollection {SmithMilesLion3, 
   author = {Smith-Miles, Kate and James, Ross and Giffin, John and Tu, Yiqing},
   affiliation = {Monash University School of Mathematical Sciences Melbourne Australia},
   title = {A Knowledge Discovery Approach to Understanding Relationships between Scheduling Problem Structure and Heuristic Performance},
   booktitle = {Learning and Intelligent Optimization},
   series = {Lecture Notes in Computer Science},
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}% citation verified

@article{Siggi10,
title = {Learning effective new single machine dispatching rules from optimal scheduling data},
journal = {International Journal of Production Economics},
volume = "128",
number = "1",
pages = "118--126",
year = {2010},
author = {Sigurdur Olafsson and Xiaonan Li}
} % citation verified
@article {Siggi05,
   author = {Li, Xiaonan and Olafsson, Sigurdur},
   title = {Discovering Dispatching Rules Using Data Mining},
   journal = {Journal of Scheduling},
   publisher = {Springer},
   keyword = {Business and Economics},
   pages = {515--527},
   volume = {8},
   issue = {6},
   year = {2005}
} % citation verified
@article{Panwalkar77,
author = {Panwalkar, S. S. and Iskander, Wafik}, 
title = {A Survey of Scheduling Rules}, 
volume = {25}, 
number = {1}, 
pages = {45--61}, 
year = {1977}, 
abstract ={In the past two decades researchers in the field of sequencing and scheduling have analyzed several priority dispatching rules through simulation techniques. This paper presents a summary of over 100 such rules, a list of many references that analyze them, and a classification scheme.}, 
journal = {Operations Research} 
} % citation verified
@article{Stafford88,
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@article{Tay08,
title={Evolving dispatching rules using genetic programming for solving multi-objective flexible job-shop problems},
journal={Computers and Industrial Engineering},
volume={54},
number={3},
pages={453--473},
year={2008},
author={Joc Cing Tay and Nhu Binh Ho},
} % citation verified
@article{Hildebrandt2010,
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    pages = {257--264},
    title = {{Towards improved dispatching rules for complex shop floor 
    scenarios: a genetic programming approach}},
    year = {2010}
}
@article{Pickardt2013,
    author = {Pickardt, Christoph W. and Hildebrandt, Torsten and Branke, 
    J\"{u}rgen and Heger, Jens and Scholz-Reiter, Bernd},
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    pages = {67--77},
    title = {{Evolutionary generation of dispatching rule sets for complex 
    dynamic scheduling problems}},
    volume = {145},
    year = {2013}
}
@article{Premalatha2012,
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    volume = {9},
    year = {2012}
}

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@incollection {Ru06:PPSN,
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jstor_articletype = {research-article},
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jstor_issuetitle = {},
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jstor_formatteddate = {May, 1976},
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@incollection {Ru04:PPSN,
   author = {Runarsson, Thomas},
   affiliation = {Science Institute, University of Iceland},
   title = {Constrained Evolutionary Optimization by Approximate Ranking and Surrogate Models},
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} % citation verified 
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 issue_date = {December  2008},
 volume = {14},
 number = {6},
 month = dec,
 year = {2008},
 pages = {549--569},
 publisher = {Kluwer Academic Publishers},
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} % citation verified 
@article{Russell09,
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} % citation verified 
@article{Kendall38,
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} % citation verified 
@article{Hansen01,
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@book{vonNeumann44,
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@inbook{Rosen03,
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@article{Asmuni09,
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pages={981--1001},
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@ARTICLE{Wolpert97nofree,
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@article{Jayamohan04,
title={Development and analysis of cost-based dispatching rules for job shop scheduling},
journal={European Journal of Operational Research},
volume={157},
number={2},
pages={307--321},
year={2004},
author={M.S. Jayamohan and Chandrasekharan Rajendran},
} % citation verified
@misc{libsvm,
  author = 	{Chih-Jen Lin and Chih-Chung Chang},
  title =  {{LIBSVM}: A Library for Support Vector Machines (Version 3.12) [Software]},
  month = {April},
  year = {2012},
  URL = {http://www.csie.ntu.edu.tw/~cjlin/libsvm/},
} % citation verified 
@article{Lin08:newtontrustregion,
 author = {Lin, Chih-Jen and Weng, Ruby C. and Keerthi, S. Sathiya},
 title = {Trust Region Newton Method for Logistic Regression},
 journal = {J. Mach. Learn. Res.},
 issue_date = {6/1/2008},
 volume = {9},
 month = jun,
 year = {2008},
 pages = {627--650},
 publisher = {JMLR.org},
} % citation verified
@misc{gurobi,
 author={{Gurobi Optimization, Inc.}},
 title={Gurobi Optimization (Version 6.0.0) [Software]},
 year ={2014},
 url={http://www.gurobi.com/}
}% citation verified
@misc{LiSA,
    author = {Andresen, Michael and Engelhardt, Frank and Werner, Frank},
    title = {{LiSA - A Library of Scheduling Algorithms} (Version 
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    year = {2010}
}
@Article{liblinear,
  author = 	 {Rong-En Fan and Kai-Wei Chang and Cho-Jui Hsieh and Xiang-Rui Wang and Chih-Jen Lin},
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  journal = {Journal of Machine Learning Research},
  year = 	 {2008},
  volume =	 {9},  
  pages =	 {1871--1874}
} % citation verified %url = {http://www.csie.ntu.edu.tw/~cjlin/liblinear},
@incollection {Corne10,
   author = {Corne, David and Reynolds, Alan},
   affiliation = {School of MACS, Heriot-Watt University, Edinburgh, UK},
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   series = {Lecture Notes in Computer Science},
   publisher = {Springer},
   keyword = {Computer Science},
   pages = {22--31},
   volume = {6238},
   year = {2010}
} % citation verified 
@INPROCEEDINGS{Pfahringer00,
    author = {Bernhard Pfahringer and Hilan Bensusan and Christophe Giraud-carrier},
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    publisher = {Morgan Kaufmann}
} % citiation verified 
@article{Rice76,
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@INPROCEEDINGS{Ong04,
    author = {Y. S. Ong and P. B. Nair and A. J. Keane and K. W. Wong},
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} % citation verified
@article{Sobester05,
 author = {S\'{o}bester, Andr\'{a}s and Leary, Stephen J. and Keane, Andy J.},
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 issue_date = {September 2005},
 volume = {33},
 number = {1},
 month = sep,
 year = {2005},
 pages = {31--59},
 publisher = {Kluwer Academic Publishers},
 keywords = {Gaussian kernels, Radial basis functions, expected improvement},
} % citation verified
@article {Jin05,
   author = {Jin, Y.},
   affiliation = {Honda Research Institute Europe 63073 Offenbach Carl-Legin-str. 30 Germany},
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   journal = {Soft Computing - A Fusion of Foundations, Methodologies and Applications},
   publisher = {Springer},
   pages = {3--12},
   volume = {9},
   issue = {1},
   year = {2005}
} % citation verified  
@inproceedings{Lim07,
 author = {Lim, Dudy and Ong, Yew-Soon and Jin, Yaochu and Sendhoff, Bernhard},
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 location = {London, England},
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 publisher = {ACM},
 keywords = {evolutionary algorithm using approximation, surrogate-asssisted 
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} % citation verified 
@ARTICLE{Jin02,
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} % citation verified 
@book{Schwefel95:book,
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} % citation verified 
@inproceedings{Loshchilov10,
 author = {Loshchilov, Ilya and Schoenauer, Marc and Sebag, Mich\`{e}le},
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@book{ShaweTaylor04:book,
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} % citation verified 
@article{Sasena02,
author = {Sasena, Michael J. and Papalambros, Panos and Goovaerts, Pierre},
title = {Exploration of Metamodeling Sampling Criteria for Constrained Global Optimization},
journal = {Engineering Optimization},
volume = {34},
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year = {2002},
} % citation verified 
@phdthesis{Miller97,
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} % citation verified
@INPROCEEDINGS{Ponweiser08, 
author={Ponweiser, W. and Wagner, T. and Vincze, M.}, 
booktitle={Evolutionary Computation, 2008. CEC 2008. (IEEE World Congress on 
Computational Intelligence). IEEE Congress on}, 
title={Clustered multiple generalized expected improvement: A novel infill 
sampling criterion for surrogate models}, 
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} % citation verified
@INPROCEEDINGS{Ratle99, 
author={Ratle, A.}, 
booktitle={Evolutionary Computation, 1999. CEC 99. Proceedings of the 1999 Congress on}, 
title={Optimal sampling strategies for learning a fitness model}, 
year={1999}, 
volume={3}, 
pages={2078--2085}, 
} % citation verified 
@inbook{Herbrich00,
    author = {Herbrich, Ralf and Graepel, Thore and Obermayer, Klaus},
    booktitle = {Advances in Large Margin Classifiers},
    citeulike-article-id = {5372764},
    citeulike-linkout-0 = {http://research.microsoft.com/apps/pubs/default.aspx?id=65610},
    day = {26},
    keywords = {machine-learning, ordinal-regression, svm},
    month = mar,
    posted-at = {2009-08-05 15:33:05},
    priority = {2},
    publisher = {MIT Press},
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    year = {2000}
} % citation verified 
@inproceedings{Joachims02,
 author = {Joachims, Thorsten},
 title = {Optimizing search engines using clickthrough data},
 booktitle = {Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining},
 series = {KDD '02},
 year = {2002},
 location = {Edmonton, Alberta, Canada},
 pages = {133--142},
 publisher = {ACM},
}  % citation verified 
@book{alice,
title={Alice's Adventures in Wonderland},
author={Lewis Carroll},
year={1865},
publisher={Macmillan},
}
@book{lookingglass,
title={Through the Looking-Glass, and What Alice Found There },
author={Lewis Carroll},
year={1871},
publisher={Macmillan},
} % citation verified 
@article{Jain99,
title={Deterministic job-shop scheduling: Past, present and future},
journal={European Journal of Operational Research},
volume={113},
number={2},
pages={390--434},
year={1999},
author={A.S. Jain and S. Meeran},
} % citation verified 
@article {Haupt89,
   author = {Haupt, R.},
   affiliation = {Lehrstuhl für Personalwirtschaft Universität zu Köln Albertus-Magnus-Platz D-5000 Koln 41 Federal Republic of Germany},
   title = {A survey of priority rule-based scheduling},
   journal = {OR Spectrum},
   publisher = {Springer},
   keyword = {Business and Economics},
   pages = {3--16},
   volume = {11},
   issue = {1},
   year = {1989}
} % citation verified -- ref frá Anne Auger
@book{Pinedo08, 
 author = {Pinedo, Michael L.},
 title = {Scheduling: Theory, Algorithms, and Systems},
 year = {2008},
 edition = {3},
 publisher = {Springer},
}  % citation verified  -- scheduling book
@article{Demirkol98,
title={Benchmarks for shop scheduling problems},
journal={European Journal of Operational Research},
volume={109},
number={1},
pages={137--141},
year={1998},
author={Ebru Demirkol and Sanjay Mehta and Reha Uzsoy},
} % citation verified  -- yamada benchmark
@article{ORlibrary,
    author = {Beasley, J. E.},
    journal = {Journal of the Operational Research Society},
    keywords = {2006, benchmark-problem, operations-research, scheduling},
    number = {11},
    pages = {1069--1072},
    title = {{OR-Library: distributing test problems by electronic mail}},
    volume = {41},
    year = {1990},
    url = {http://people.brunel.ac.uk/~mastjjb/jeb/info.html}
} % citation verified  -- OR library - benchmark functions in JSP
@article{orlib_swv,
     title = {New Search Spaces for Sequencing Problems with Application to Job Shop Scheduling},
     author = {Storer, Robert H. and Wu, S. David and Vaccari, Renzo},
     journal = {Management Science},
     volume = {38},
     number = {10},
     pages = {1495--1509},
     year = {1992},
     publisher = {INFORMS},
} % citation verified  
    @article{Holtsclaw96,
     jstor_articletype = {research-article},
     title = {Machine Criticality Measures and Subproblem Solution Procedures in Shifting Bottleneck Methods: A Computational Study},
     author = {Holtsclaw, Harry H. and Uzsoy, Reha},
     journal = {The Journal of the Operational Research Society},
     volume = {47},
     number = {5},
     pages = {666--677},
     year = {1996},
     publisher = {Palgrave Macmillan Journals on behalf of the Operational Research Society},
} % citation verified  
    @article{Giffler60,
     title = {Algorithms for Solving Production-Scheduling Problems},
     author = {Giffler, B. and Thompson, G. L.},
     journal = {Operations Research},
     volume = {8},
     number = {4},
     pages = {487--503},
     year = {1960},
     publisher = {INFORMS},
    } % citation verified  -- game tree for jssp?
    @article{Guinet1998,
     title={Reduction of job-shop problems to flow-shop problems with precedence constraints},
     journal={European Journal of Operational Research},
     volume={109},
     number={1},
     pages={96--110},
     year={1998},
     author={Alain Guinet and Marie Legrand},
} % citation verified

@article{orlib_abz,
     jstor_articletype = {research-article},
     title = {The Shifting Bottleneck Procedure for Job Shop Scheduling},
     author = {Adams, Joseph and Egon Balas and Zawack, Daniel},
     journal = {Management Science},
     jstor_issuetitle = {Focussed Issue on Heuristics},
     volume = {34},
     number = {3},
     pages = {391--401},
     year = {1988},
     publisher = {INFORMS},
} % citation verified
@article{orlib_orb,
     title = {A computational study of the job-shop scheduling instance},
     author = {D. Applegate and W. Cook},
     journal = {ORSA Journal on Computing},
     volume = {3},
     pages = {149--156},
     year = {1991}
} % citation semi-verified
@techreport{orlib_la,
     title = {Resource constrained project scheduling: an experimental investigation of heuristic scheduling techniques (Supplement)},
     author = {S. Lawrence },
     INSTITUTION = {Graduate School of Industrial Administration, Carnegie-Mellon University, Pittsburgh, Pennsylvania},
     year = {1984}
} % citation semi-verified
@INBOOK{orlib_ft,
   AUTHOR = {H. Fisher and G.L. Thompson },
   BOOKTITLE = {Industrial scheduling},
   pages = { 225--251 },
   TITLE = {Probabilistic learning combinations of local job-shop scheduling rules},
   PUBLISHER = {Prenice-Hall},
   YEAR = {1963},
} % verified    
@incollection {orlib_yn,
   author = {T. Yamada and R. Nakano},
   title = {A genetic algorithm applicable to large-scale job-shop instances},
   booktitle = {Parallel Problem Solving from Nature - PPSN II},
   publisher = {Elsevier},
   pages = {281--290},
   year = {1992}
} % citation semi-verified
@article{orlib_rec,
   author = {C.R. Reeves},
   title = {A genetic algorithm for flowshop sequencing},
   journal = {Computer Operations Research},
   volume= 22,
   pages = {5--13},
   year = {1995}
} % citation semi-verified
@incollection {orlib_hel,
   author = {J. Heller },
   title = {Some numerical experiments for an $M\times J$ flow shop and its decision-theoretical aspects,},
   journal = {Operations Research},
   volume = 8,
   pages = {178--184},
   year = {1960}
} % citation semi-verified
@incollection {orlib_car,
   author = {J. Carlier},
   title = {Ordonnancements a contraintes disjonctives},
   journal = {R.A.I.R.O. Recherche operationelle/Operations Research},
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   pages = {333--351},
   year = {1978}
} % citation semi-verified
 
@article{jsspBESTsofar,
title = {Job Shop Scheduling with the Best-so-far ABC},
journal = {Engineering Applications of Artificial Intelligence},
volume = "25",
number = "3",
pages = "583--593",
year = "2012",
author = {Anan Banharnsakun and Booncharoen Sirinaovakul and Tiranee Achalakul},
} %citation verified
@article{Taillard1993,
author = {{\'E}. D. Taillard},
journal = {European Journal of Operational Research},
keywords = {benchmarks,combinatorial optimization,scheduling},
pages = {1--17},
title = {{Benchmarks for basic scheduling problems}},
year = {1993}
} %citation verified
@ARTICLE{Whitley,
    author = {Jean-Paul Watson and Laura Barbulescu and L. Darrell Whitley and Adele E. Howe},
    title = {Contrasting Structured and Random Permutation Flow-Shop Scheduling Problems: Search-Space Topology and Algorithm Performance},
    journal = {INFORMS Journal on Computing},
    year = {2002},
    volume = {14},
    pages = {98--123}
} %citation verified
@Article{Dudek92,
  author =	 {R.A. Dudek and S.S. Panwalkar and M.L. Smith},
  title =	 {The Lessons of Flowshop Scheduling Research},
  journal =	 {Operations Research},
  year =	 1992,
  volume =	 40,
  number =	 1,
  pages =	 {7--13}
}
@article{Ho2007,
author = {Ho, Nhu Binh and Tay, Joc Cing and Lai, Edmund M},
journal = {European Journal Of Operational Research},
pages = {316--333},
title = {{An effective architecture for learning and evolving flexible job-shop schedules}},
volume = {179},
year = {2007}
} %citation verified
@article{Gao2007,
author = {Gao, Jie and Gen, Mitsuo and Sun, Linyan and Zhao, Xiaohui},
 title = {A Hybrid of Genetic Algorithm and Bottleneck Shifting for Multiobjective Flexible Job Shop Scheduling Problems},
 journal = {Comput. Ind. Eng.},
 issue_date = {August, 2007},
 volume = {53},
 number = {1},
 month = aug,
 year = {2007},
 issn = {0360-8352},
 pages = {149--162},
 publisher = {Pergamon Press, Inc.},
 keywords = {Bottleneck shifting, Flexible job shop scheduling problem, Genetic 
 algorithm, Neighborhood structure},
} %citation verified
@article{Drobouchevitch2000,
title = "Heuristics for the two-stage job shop scheduling problem with a bottleneck machine ",
journal = "European Journal of Operational Research ",
volume = "123",
number = "2",
pages = "229 - 240",
year = "2000",
issn = "0377-2217",
author = "I.G. Drobouchevitch and V.A. Strusevich",
keywords = "Job shop scheduling",
keywords = "Approximation algorithm",
keywords = "Worst-case analysis "
}%citation verified
%
%
%
%
%@article{Nguyen13,
author = {Nguyen, Su and Zhang, Mengjie and Johnston, Mark and Tan, Kay Chen},
journal = {The International Journal of Advanced Manufacturing Technology},
keywords = {dispatching,genetic programming,job shop},
month = feb,
title = {{Learning iterative dispatching rules for job shop scheduling with genetic programming}},
year = {2013}
}
@article{Lu13,
author = {Lu, M.-S. and Romanowski, R.},
journal = {The International Journal of Advanced Manufacturing Technology},
keywords = {dispatching,dynamic job arrival,job shop},
month = jan,
title = {{Multicontextual dispatching rules for job shops with dynamic job arrival}},
year = {2013}
}
@article{Chen13,
author = {Chen, Toly and Rajendran, Chandrasekharan and Wu, Chien-Wei},
journal = {The International Journal of Advanced Manufacturing Technology},
month = feb,
title = {{Advanced dispatching rules for large-scale manufacturing systems}},
year = {2013}
}
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SAT}},
year = {2007}
}
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year = {2011}
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@incollection{Koza05,
author = {Koza, John R. and Poli, Riccardo},
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chapter = {5},
publisher = {Springer},
title = {{Genetic programming}},
year = {2005}
}
@article{Burke10,
author={Burke, E. K. and Gendreau, M. and Hyde, M. and Kendall, G. and Ochoa, G. and Ozcan, E. and Qu, R.},
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year={2013},
publisher={Palgrave Macmillan},
volume={64},
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pages={1695--1724}
}
@article{Vazquez-Rodriguez09,
author = {V\'{a}zquez-Rodr\'{\i}guez, Jos\'{e} Antonio and Petrovic, Sanja},
journal = {Journal of Heuristics},
month = dec,
number = {6},
pages = {771--793},
title = {{A new dispatching rule based genetic algorithm for the multi-objective job shop problem}},
volume = {16},
year = {2009}
}
@article{Yu13,
author = {Yu, Jae-Min and Doh, Hyoung-Ho and Kim, Ji-Su and Kwon, Yong-Ju and Lee, Dong-Ho and Nam, Sung-Ho},
journal = {The International Journal of Advanced Manufacturing Technology},
keywords = {input,priority rules,reconfigurable manufacturing system,scheduling,sequencing,simulation},
month = jan,
title = {{Input sequencing and scheduling for a reconfigurable manufacturing system with a limited number of fixtures}},
year = {2013}
}
@article{Tsai07,
author = {Tsai, Jinn-Tsong and Liu, Tung-Kuan and Ho, Wen-Hsien and Chou, Jyh-Horng},
journal = {The International Journal of Advanced Manufacturing Technology},
month = aug,
number = {9-10},
pages = {987--994},
title = {{An improved genetic algorithm for job-shop scheduling problems using Taguchi-based crossover}},
volume = {38},
year = {2007}
}
@article{Korytkowski13,
author = {Korytkowski, Przemysław and Rymaszewski, Szymon and Wi\'{s}niewski, Tomasz},
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keywords = {ant colony optimization,discrete-event simulation,dispatching rules,multi-attribute},
month = feb,
title = {{Ant colony optimization for job shop scheduling using multi-attribute dispatching rules}},
year = {2013}
}
@article{Dhingra10,
author = {Dhingra, Ashwani and Chandna, Pankaj},
number = {5},
pages = {216--225},
title = {{A bi-criteria M-machine SDST flow shop scheduling using modified heuristic genetic algorithm}},
volume = {2},
journal = {International Journal of Engineering, Science and Technology},
year = {2010}
} % verified
@inbook{Monch13,
author = {M\"{o}nch, Lars and Fowler, John W. and Mason, Scott J.},
publisher = {Springer},
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chapter={4},
title = {{Production Planning and Control for Semiconductor Wafer Fabrication Facilities}},
volume = {52},
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}

@article{Ak12,
author = {Ak, Bilgesu and Koc, Erdem},
journal = {Procedia - Social and Behavioral Sciences},
keywords = {chromosome representation,crossover and mutation,flexible job shop problem,genetic algorithm,parallel machine scheduling},
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pages = {817--823},
title = {{A Guide for Genetic Algorithm Based on Parallel Machine Scheduling and Flexible Job-Shop Scheduling}},
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year = {2012}
}
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author = {Qing-dao-er-ji, Ren and Wang, Yuping},
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number = {10},
pages = {2291--2299},
publisher = {Elsevier},
title = {{A new hybrid genetic algorithm for job shop scheduling problem}},
volume = {39},
year = {2012}
}
@article{Cheng99,
author = {Cheng, Runwei and Gen, Mitsuo and Tsujimura, Yasuhiro},
journal = {Computers \& Industrial Engineering},
keywords = {combinatorial optimization problem,genetic algorithms,hybrid heuristics,job-shop scheduling},
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}
@article{Smith-Miles12,
author = {Smith-Miles, Kate and Tan, Thomas T.},
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month = jun,
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publisher = {IEEE},
title = {{Measuring algorithm footprints in instance space}},
year = {2012}
}
@article{Yang13,
author = {Yang, Dar-Li and Cheng, T. C. E. and Kuo, Wen-Hung},
journal = {The International Journal of Advanced Manufacturing Technology},
keywords = {flowshop,scheduling,single machine},
month = jan,
title = {{Scheduling with a general learning effect}},
year = {2013}
}
@article{Meeran12,
  title={A hybrid genetic tabu search algorithm for solving job shop scheduling problems: a case study},
  author={Meeran, S and Morshed, MS},
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  volume={23},
  number={4},
  pages={1063--1078},
  year={2012},
  publisher={Springer}
}
@inproceedings{RossB10, 
	Author = {Stéphane Ross and Drew Bagnell}, 
	Journal = {Journal of Machine Learning Research - Workshop and Conference 
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	Title = {Efficient Reductions for Imitation Learning}, 
	Volume = {9}, 
	Year = {2010}, 
	Booktitle = {Proceedings of the Thirteenth International Conference on 
	Artificial Intelligence and Statistics}, 
	Pages = {661-668} 
} % citation verified
@inproceedings{RossGB11, 
	Publisher = {Journal of Machine Learning Research - Workshop and Conference Proceedings}, 
	Author = {Stéphane Ross and Geoffrey J. Gordon and Drew Bagnell}, 
	Booktitle = {Proceedings of the Fourteenth International Conference on 
	Artificial Intelligence and Statistics}, 
	Title = {A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning}, 
	Volume = {15}, 
	Year = {2011}, 
	Pages = {627-635} 
} % citation verified
@MISC{Ross12,
  author = {Stéphane Ross and Narek Melik-barkhudarov and Kumar Shaurya Shankar 
  and Andreas Wendel and Debadeepta Dey and J. Andrew Bagnell and Martial 
  Hebert},
  title = {Learning Monocular Reactive UAV Control in Cluttered Natural 
  Environments},
  year = {2012}
}
@INPROCEEDINGS{Ross13,
  author={Ross, S. and Melik-Barkhudarov, N. and Shankar, K.S. and Wendel, A. 
  and Dey, D. and Bagnell, J.A. and Hebert, M.},
  booktitle={Robotics and Automation, 2013 IEEE Intl. Conference 
  on},
  title={Learning monocular reactive UAV control in cluttered natural 
  environments},
  year={2013},
  month={May},
  pages={1765-1772}
} % citation verified 
@INPROCEEDINGS{Ross11,
  author={Ross, S. and Munoz, D. and Hebert, M. and Bagnell, J.A.},
  booktitle={Computer Vision and Pattern Recognition, 2011 IEEE 
  Conference on},
  title={Learning message-passing inference machines for structured prediction},
  year={2011},
  pages={2737-2744},
  month={June}
} % verified 
@article{Brandimarte1993,
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} % citation verified
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@article{Judah12,
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@inproceedings{Kim13,
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@inproceedings{ChangKADL15,
  author    = {Kai{-}Wei Chang and Akshay Krishnamurthy and Alekh Agarwal and
  Hal Daum{\'{e}} III and John Langford},
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@incollection{Ru12,
    year={2012},
    booktitle={Learning and Intelligent Optimization},
    series={Lecture Notes in Computer Science},
    title={Pilot, Rollout and Monte Carlo Tree Search Methods for Job Shop 
    Scheduling},
    publisher={Springer},
    author={Runarsson, Thomas Philip and Schoenauer, Marc and Sebag, Michèle},
    pages={160-174},
    language={English}
} % verified on springer

@incollection{InRu11a,
    year={2011},
    isbn={978-3-642-25565-6},
    booktitle={Learning and Intelligent Optimization},
    volume={6683},
    series={Lecture Notes in Computer Science},
    title={Supervised Learning Linear Priority Dispatch Rules for Job-Shop 
    Scheduling},
    publisher={Springer},
    author={Ingimundardottir, Helga and Runarsson, Thomas Philip},
    pages={263-277},
    language={English}
}  % citation verified springer

@INPROCEEDINGS{InRu11b, 
    author={Ingimundardottir, H. and Runarsson, T.P.}, 
    booktitle={Intelligent Systems Design and Applications, 2011 11th 
    International Conference on}, 
    title={Sampling strategies in ordinal regression for surrogate assisted 
    evolutionary optimization}, 
    year={2011}, 
    month={Nov}, 
    pages={1158-1163}, 
    publisher={IEEE}
} % citation verified on IEEE

@incollection{InRu12,
    year={2012},
    isbn={978-3-642-34412-1},
    booktitle={Learning and Intelligent Optimization},
    series={Lecture Notes in Computer Science},
    title={Determining the Characteristic of Difficult Job Shop Scheduling 
    Instances for a Heuristic Solution Method},
    publisher={Springer},
    author={Ingimundardottir, Helga and Runarsson, Thomas },
    pages={408-412},
    language={English}
}  % citation verified springer
@inproceedings{InRu14,
	title={Evolutionary learning of weighted linear composite dispatching rules 
	for scheduling},
	author={Ingimundardottir, Helga and Runarsson, Thomas },
	year = {2014},
	booktitle = {International Conference on Evolutionary Computation Theory 
	and Applications},
    publisher={SCITEPRESS} 
} % ecta2014 - later published on SPRINGER as Revised and Selected Papers of 
%the International Joint Conference IJCCI 2014 held in Rome, Italy, October 2014
@incollection{InRu15a,
    year={2015},
    isbn={978-3-319-19083-9},
    booktitle={Learning and Intelligent Optimization},
    volume={8994},
    series={Lecture Notes in Computer Science},
    title={Generating Training Data for Learning Linear Composite Dispatching 
    Rules for Scheduling},
    publisher={Springer},
    author={Ingimundardottir, Helga and Runarsson, Thomas Philip},
    pages={236-248},
    language={English}
}% lion9