@ARTICLE{Harman2012,
  author  = {Harman and Mansouri, Afshin and Zhang, Yuanuan},
  title   = {Search-based software engineering: Trends, techniques and applications},
  journal = {ACM Computing Surveys}, 
  volume  = {45},
  issue = {1},
  year    = {2012},
  pages   = {1-61},
  DOI={10.1145/2379776.2379787}
}

@article{Bagnall01,
  author = {Bagnall, Anthony J. and Rayward-Smith, Victor J. and Whittley, Ian M.},
  doi = {10.1016/S0950-5849(01)00194-X},
  journal = {Information \& Software Technology},
  number = 14,
  pages = {883-890},
  title = {The next release problem},
  volume = {43},
  year = {2001},
}

@book{Beck:XP,
  
  author = {Beck, Kent},
  publisher = {Addison-Wesley Publishing Company},
  title = {Extreme Programming Explained: Embrace Change},
  year = {1999},
  isbn = {0321278658},
}

@manual{Scrum20,
author={Schwaber, Ken and Sutherland, Jeff},
year={2020},
title={The Scrum Guide},
organization={Scrum.org},
}

@article{Rohmer20,
title = {Uncertainties in conditional probability tables of discrete {B}ayesian Belief Networks: A comprehensive review},
journal = {Engineering Applications of Artificial Intelligence},
volume = {88},
pages = {103384},
year = {2020},
issn = {0952-1976},
doi = {https://doi.org/10.1016/j.engappai.2019.103384},

author = {Jeremy Rohmer},

}

@Article{Chaves15,
  Title                    = {Software requirement optimization using a multiobjective swarm intelligence evolutionary algorithm},
  Author                   = {Chaves-Gonzalez, Jose M. and Perez-Toledano, Miguel and Navasa, Amparo},
  Journal                  = {Knowledge-Based Systems},
  Year                     = {2015},

  Month                    = {03},
  Volume                   = {83},

  Doi                      = {10.1016/j.knosys.2015.03.012}
}

@article{Chaves15b,
title = {Teaching learning based optimization with {P}areto tournament for the multiobjective software requirements selection},
journal = {Engineering Applications of Artificial Intelligence},
volume = {43},
pages = {89-101},
year = {2015},
issn = {0952-1976},
doi = {https://doi.org/10.1016/j.engappai.2015.04.002},
author = {José M. Chaves-González and Miguel A. Pérez-Toledano and Amparo Navasa},
}

@article{EAAI23,
title = {FEDA-NRP: A fixed-structure multivariate estimation of distribution algorithm to solve the multi-objective Next Release Problem with requirements interactions},
journal = {Engineering Applications of Artificial Intelligence},
volume = {124},
pages = {106555},
year = {2023},
issn = {0952-1976},
doi={https://doi.org/10.1016/j.engappai.2023.106555},
url = {https://www.sciencedirect.com/science/article/pii/S095219762300739X},
author = {Víctor Pérez-Piqueras and Pablo Bermejo and José A. Gámez},
}

@INPROCEEDINGS{Jiang10,
  author={Jiang, He and Zhang, Jingyuan and Xuan, Jifeng and Ren, Zhilei and Hu, Yan},
  booktitle={The 2nd International Conference on Software Engineering and Data Mining}, 
  title={A Hybrid {ACO} algorithm for the Next Release Problem}, 
  year={2010},
  pages={166-171},
  }
  
@INPROCEEDINGS{Knowles99,
  author={Knowles, J and Cornes, D},
  booktitle={Proceedings of the Congress on Evolutionary Computation}, 
  title={The {P}areto archived evolution strategy: a new baseline algorithm for {P}areto multiobjective optimization}, 
  year={1999},
  pages={98-105},
  doi = {https://doi.org/10.1109/CEC.1999.781913},
  }
  

@article{Imani17,
author = {Imani, Takeomi},
year = {2017},
month = {03},
pages = {39-46},
title = {Does a Hybrid Approach of Agile and Plan-Driven Methods Work Better for IT System Development Projects?},
volume = {07},
journal = {International Journal of Engineering Research and Applications},
doi = {10.9790/9622-0703043946}
}

@book{PMBOK21,
  edition = 7,
  editor = {PMI},
  isbn = {978-1628256642},
  publisher = {Project Management Institute},
  title = {A Guide to the Project Management Body of Knowledge ({PMBOK} Guide)},
  year = 2021
}

@inproceedings{Zhang07,
author ={Zhang, Yuanyuan and Harman, Mark and Afshin, S},
title={The multi-objective next release problem},
year={2007},
booktitle = {Proceeding of the 9th annual conference on Genetic and Evolutionary Computation},
pages ={1129-1137},
doi={10.1109/SSBSE.2010.16},

}

@article{nsga-ii,

 author={Deb, K. and Pratap, A. and Agarwal, S. and Meyarivan, T.},
  journal={IEEE Transactions on Evolutionary Computation}, 
  title={A fast and elitist multiobjective genetic algorithm: NSGA-II}, 
  year={2002},
  volume={6},
  number={2},
  pages={182-197},
  doi={10.1109/4235.996017}}




@article{Finkelstein2009search,
	journal={Requirements Engineering},
	issn={1432-010X},
	number=4,
	title={A search based approach to fairness analysis in requirement assignments to aid negotiation, mediation and decision making},
	volume=14,
	author={Finkelstein, Anthony and Harman, Mark and Mansouri, S Afshin and Ren, Jian and Zhang, Yuanyuan},
	pages={231-245},
	date=2009,
	year=2009,
   doi={https://doi.org/10.1007/s00766-009-0075-y},
}

@article{Sagarna2005,

author = {Sagarna, Ram{\'{o}}n and Lozano, Jose A.},
issn = {08839514},
journal = {Applied Artificial Intelligence},
mendeley-groups = {edas},
number = {5},
pages = {457--489},
title = {{On the performance of estimation of distribution algorithms applied to software testing}},
volume = {19},
year = {2005},
doi = {https://doi.org/10.1080/08839510590917861},
}



@article{Ramirez2020systematic,
	journal={Progress in Artificial Intelligence},
	issn={2192-6360},
	number=2,
	title={A systematic literature review of the SBSE research community in Spain},
	volume=9,
	author={Ramírez, Aurora and Delgado-Pérez, Pedro and Ferrer, Javier and Romero, José Raúl and Medina-Bulo, Inmaculada and Chicano, Francisco},
	pages={113-128},
	date=2020,
	year=2020,
     doi = {https://doi.org/10.1007/s13748-020-00205-3},
}

@book{Coello2007Evolutionary,
	journal={Evolutionary Algorithms for Solving Multi-Objective Problems},
	publisher={Springer US},
	title={Evolutionary Algorithms for Solving Multi-Objective Problems},
	author={Coello Coello, Carlos A. and Gary B. Lamont and David A. Van Veldhuizen},
	date=2007,
	year=2007,
 doi = {https://doi.org/10.1007/978-0-387-36797-2},
}

@dataset{PerezPiqueras-Zenodo22,
  author       = {Victor Pérez-Piqueras and
                  Pablo Bermejo López and
                  José A. Gámez},
  title        = {{Datasets for the Next Release Problem (agile and 
                   classic costs)}},
  month        = oct,
  year         = 2022,
  publisher    = {Zenodo},
  version      = {1.0},
  doi          = {https://doi.org/10.5281/zenodo.7247877}
}

@Article{Durillo09,
  Title                    = {A Study of the Multi-objective Next Release Problem},
  Author                   = {Durillo, Juan and Zhang, Yuanyuan and Alba, Enrique and Nebro, Antonio},
  Journal                  = {Proceedings - 1st International Symposium on Search Based Software Engineering, SSBSE 2009},
  Year                     = {2009},

  Month                    = {05},

  Doi                      = {10.1109/SSBSE.2009.21}
}

@Article{Durillo11,
  Title                    = {A study of the bi-objective next release problem},
  Author                   = {Durillo, Juan and Zhang, Yuanyuan and Alba, Enrique and Harman, Mark and Nebro, Antonio},
  Journal                  = {Empirical Software Engineering},
  Year                     = {2011},

  Pages                    = {29-60},
  Volume                   = {16},

  Doi                      = {10.1007/s10664-010-9147-3}
}



@inproceedings{Sagrado11,
author = {del Sagrado, Jos\'{e} and del \'{A}guila, Isabel M. and Orellana, Francisco J.},
title = {Requirements Interaction in the next Release Problem},
year = {2011},
isbn = {9781450306904},
publisher = {Association for Computing Machinery},
doi = {10.1145/2001858.2001994},
booktitle = {Proceedings of the 13th Annual Conference Companion on Genetic and Evolutionary Computation},
pages = {241–242},
}




@article{Sagrado15,
author = {del Sagrado, Jos{\'{e}} and del {\'{A}}guila, Isabel and Orellana, FranciscoJ},
doi = {10.1007/s10664-013-9287-3},
journal = {Empirical Software Engineering},
pages = {577--610},
title = {{Multi-objective ant colony optimization for requirements selection}},
volume = {20},
year = {2015}
}

@article{Gupta2016,
author = {Gupta, Parul and Arora, Ishani and Saha, Anju},
isbn = {9781509014897},
journal = {2016 5th International Conference on Reliability, Infocom Technologies and Optimization, ICRITO 2016: Trends and Future Directions},
keywords = {Metaheuristics,Search Based Software Engineering,Software Engineering,Software Quality,Software Testing},
mendeley-groups = {monrp},
number = {978},
pages = {584--589},
publisher = {IEEE},
title = {{A review of applications of search based software engineering techniques in last decade}},
year = {2016},
doi= {https://doi.org/10.1109/ICRITO.2016.7785022},
}

@InBook{Almeida18,
  Title                    = {The Next Release Problem: Complexity, Exact Algorithms and Computations: 5th International Symposium, ISCO 2018, Marrakesh, Morocco, 2018, Revised Selected Papers},
  Author                   = {Almeida, Jos{\'{e}} and Pereira, Felipe and Reis, Marina and Piva, Breno},
  Pages                    = {26-38},
  Year                     = {2018},
  Month                    = {07},
  Doi                      = {10.1007/978-3-319-96151-4\_3},
  ISBN                     = {978-3-319-96150-7}
}



@inproceedings{PerezPiqueras22,
  author       = {V{\'{\i}}ctor P{\'{e}}rez{-}Piqueras and
                  Pablo Bermejo L{\'{o}}pez and
                  Jos{\'{e}} A. G{\'{a}}mez},
  title        = {GRASP-Based Hybrid Search to Solve the Multi-objective Requirements
                  Selection Problem},
  booktitle    = {Optimization and Learning - 5th International Conference, {OLA} 2022,
                  Syracuse, Sicilia, Italy, July 18-20, 2022, Proceedings},
  series       = {Communications in Computer and Information Science},
  volume       = {1684},
  pages        = {189--200},
  publisher    = {Springer},
  year         = {2022},
  doi          = {10.1007/978-3-031-22039-5\_15},
}


@article{metaheuristics21,
author = {Alba, Enrique and Ferrer, Javier and Villalobos, Ignacio},
doi = {10.1142/S0218194021500443},
journal = {International Journal of Software Engineering and Knowledge Engineering},
number = {09},
pages = {1349--1375},
title = {{Metaheuristics and Software Engineering: Past, Present, and Future}},

volume = {31},
year = {2021}
}

@InProceedings{PerezPiqueras22b,
  Title                    = {Estimation of Distribution Algorithms Applied to the Next Release Problem},
  Author                   = {P{\'e}rez-Piqueras, V{\'i}ctor
and L{\'o}pez, Pablo Bermejo
and G{\'a}mez, Jos{\'e} A.},
  Booktitle                = {17th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2022)},
  Year                     = {2023},
 
  Pages                    = {98--108},
  Publisher                = {Springer},
  series = {Lecture Notes in Networks and Systems},
  ISBN                     = {978-3-031-18050-7},
  doi = {10.1007/978-3-031-18050-7\_10}
}




@inproceedings{Baker2006Search,
	journal={Proceeding of the 22nd IEEE International Conference on Software Maintenance (ICSM'06), Vol. 17},
	title={Search Based Approaches to Component Selection and Prioritization for the Next Release Problem},
	booktitle={2006 22nd IEEE International Conference on Software Maintenance}, 
	author={Baker, Paul and Harman, Mark and Steinhöfel, Kathleen and Skaliotis, Alexandros},
	pages={176-185},
	date=2006,
	year=2006,
  doi= {https://doi.org/10.1109/ICSM.2006.56},
}


@incollection{Harman2012Search,
	booktitle={Empirical Software Engineering and Verification: International Summer Schools},
    isbn={978-3-642-25231-0},
	publisher={Springer Berlin Heidelberg},
    title={Search Based Software Engineering: Techniques, Taxonomy, Tutorial},
	author={Harman, Mark and McMinn, Phil and de Souza, Jerffeson Teixeira and Yoo, Shin},
	editor={Meyer, Bertrand and Nordio, Martin},
	pages={1-59},
	year=2012,
   doi={https://doi.org/10.1007/978-3-642-25231-0_1},
}



@Article{Marghny17,
  Title                    = {An Effective Method of Systems Requirement Optimization Based on Genetic Algorithms},
  Author                   = {Marghny, M and El-Hawary, H and Dukhan, Wathiq},
  Year                     = {2017},
  journal={Information Sciences Letters},
  Volume ={6},
  Pages                    = {15-28},
  Doi                      = {10.12785/isl/060102}
}

@Article{Marghny22,
  Title                    = {A hybrid multi-objective optimization algorithm for software requirement problem},
  Author                   = {Marghny, M and Zanaty, Elnomery and Dukhan, Wathiq and Reyad, Omar},
  Journal                  = {Alexandria Engineering Journal},
  Year                     = {2022},
  Number                   = {9},
  Pages                    = {6991-7005},
  Volume                   = {61},
  Doi                      = {https://doi.org/10.1016/j.aej.2021.12.043},
  ISSN                     = {1110-0168},

}




@InProceedings{Souza11,
  Title                    = {An Ant Colony Optimization Approach to the Software Release Planning with Dependent Requirements},
  Author                   = {Souza, Jerffeson and Maia, Camila and Ferreira, Thiago and Carmo, Rafael and Brasil, MÃ¡rcia},
  Year                     = {2011},
  Month                    = {09},
  Pages                    = {142-157},

  Doi                      = {10.1007/978-3-642-23716-4\_15},
  ISBN                     = {978-3-642-23715-7}
}


@Book{Larranaga02,
  Title                    = {Estimation of Distribution Algorithms: A New Tool for Evolutionary Computation},
  Author                   = {Larra\~naga, Pedro and Lozano, Jose},
  Year                     = {2002},
  Month                    = {01},

  Doi                      = {10.1007/978-1-4615-1539-5},
  Journal                  = {Genetic algorithms and evolutionary computation ; 2}
}

@inproceedings{Bermejo11,
  author    = {Pablo Bermejo and
               Luis de la Ossa and
               Jos{\'{e}} Miguel Puerta},
  title     = {Global Feature Subset Selection on High-Dimensional Datasets Using
               Re-ranking-based {EDAs}},
  booktitle = {{CAEPIA}},
  series    = {Lecture Notes in Computer Science},
  volume    = {7023},
  pages     = {54--63},
  publisher = {Springer},
  year      = {2011},
  doi = {https://doi.org/10.1007/978-3-642-25274-7_6},
}

@article{Ishibuchi22,
  author    = {Hisao Ishibuchi and
               Lie Meng Pang and
               Ke Shang},
  title     = {Difficulties in Fair Performance Comparison of Multi-Objective Evolutionary
               Algorithms [Research Frontier]},
  journal   = {{IEEE} Comput. Intell. Mag.},
  volume    = {17},
  number    = {1},
  pages     = {86--101},
  year      = {2022}
  doi ={https://doi.org/10.1109/MCI.2021.3129961.},
}




@InProceedings{Carlshamre01,
  Title                    = {An Industrial Survey of Requirements Interdependencies in Software Product Release Planning},
  Author                   = {Carlshamre, P\"ar and Sandahl, Kristian and Regnell, Bj\"orn and Dag, Johan},
  Year                     = {2001},
  Month                    = {02},
  Pages                    = {84 - 91},

  Doi                      = {10.1109/ISRE.2001.948547},
  ISBN                     = {0-7695-1125-2},
  Journal                  = {Proceedings of the IEEE International Conference on Requirements Engineering}
}




@article{Li20,
	doi = {10.1109/tse.2020.3036108},
  
	year = 2020,
	publisher = {Institute of Electrical and Electronics Engineers ({IEEE})},
  
	volume = {48},
  
	number = {5},
  
	pages = {1771--1799},
  
	author = {Miqing Li and Tao Chen and Xin Yao},
  
	title = {How to Evaluate Solutions in {P}areto-Based Search-Based Software Engineering: A Critical Review and Methodological Guidance},
  
	journal = {{IEEE} Transactions on Software Engineering}
}

@INPROCEEDINGS{Ishibuchi22b,
  author={Ishibuchi, Hisao and Pang, Lie Meng and Shang, Ke},
  booktitle={2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC)}, 
  title={Population Size Specification for Fair Comparison of Multi-objective Evolutionary Algorithms}, 
  year={2020},
  
  pages={1095-1102},
  doi={10.1109/SMC42975.2020.9282850}}
  
  
  @ARTICLE{Zitzler03,
  author={Zitzler, E. and Thiele, L. and Laumanns, M. and Fonseca, C.M. and da Fonseca, V.G.},
  journal={IEEE Transactions on Evolutionary Computation}, 
  title={Performance assessment of multiobjective optimizers: an analysis and review}, 
  year={2003},
  volume={7},
  number={2},
  pages={117-132},
  doi={10.1109/TEVC.2003.810758}}
  
  @INPROCEEDINGS{Li18,
  author={Li, Miqing and Chen, Tao and Yao, Xin},
  booktitle={2018 IEEE/ACM 40th International Conference on Software Engineering: New Ideas and Emerging Technologies Results (ICSE-NIER)}, 
  title={A Critical Review of "A Practical Guide to Select Quality Indicators for Assessing {P}areto-Based Search Algorithms in Search-Based Software Engineering": Essay on Quality Indicator Selection for SBSE}, 
  year={2018},
  volume={},
  number={},
  pages={17-20},
  doi={10.1145/3183399.3183405},
  }
  
  @InProceedings{Zitzler98,
  Title                    = {Multiobjective optimization using evolutionary algorithms --- A comparative case study},
  Author                   = {Zitzler, Eckart
and Thiele, Lothar},
  Booktitle                = {Parallel Problem Solving from Nature --- PPSN V},
  Year                     = {1998},

  Editor                   = {Eiben, Agoston E.
and B{\"a}ck, Thomas
and Schoenauer, Marc
and Schwefel, Hans-Paul},
  Pages                    = {292--301},
  Publisher                = {Springer Berlin Heidelberg},
  ISBN                     = {978-3-540-49672-4},
  doi ={https://doi.org/10.1007/BFb0056872},
}

@INPROCEEDINGS{Veldhuizen98,
    author = {David A. Van Veldhuizen and Gary B. Lamont},
    title = {Evolutionary Computation and Convergence to a {P}areto Front},
    booktitle = {Stanford University, California},
    year = {1998},
    pages = {221--228},
    publisher = {Morgan Kaufmann}
}



@book{libro_EDAs,
author = {Larrañaga, Pedro and Lozano, Jose A.},
title = {Estimation of Distribution Algorithms: A New Tool for Evolutionary Computation},
year = {2001},
publisher = {Kluwer Academic Publishers},
address = {USA},
doi={https://doi.org/10.1007/978-1-4615-1539-5},
}

@Article{Greer04,
  Title                    = {Software Release Planning: An Evolutionary and Iterative Approach},
  Author                   = {Greer, Des and Ruhe, Guenther},
  Journal                  = {Information and Software Technology},
  Year                     = {2004},
  Month                    = {03},
  Pages                    = {243-253},
  Volume                   = {46},
  Doi                      = {10.1016/j.infsof.2003.07.002}
}


@ARTICLE {Ren12,
author = {Z. Ren and Z. Luo and J. Xuan and H. Jiang},
journal = {IEEE Transactions on Software Engineering},
title = {Solving the Large Scale Next Release Problem with a Backbone-Based Multilevel Algorithm},
year = {2012},
volume = {38},
number = {05},
issn = {1939-3520},
pages = {1195-1212},

doi = {10.1109/TSE.2011.92},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
month = {sep}
}

@InProceedings{Karim14,
  Title                    = {Bi-objective Genetic Search for Release Planning in Support of Themes},
  Author                   = {Karim, Muhammad Rezaul
and Ruhe, Guenther},
  Booktitle                = {Search-Based Software Engineering},
  Year                     = {2014},

  Address                  = {Cham},
  Editor                   = {Le Goues, Claire
and Yoo, Shin},
  Pages                    = {123--137},
  Publisher                = {Springer International Publishing},
  doi = {https://doi.org/10.1007/978-3-319-09940-8_9},
  
  ISBN                     = {978-3-319-09940-8}
}

@inproceedings{BOA_1999,
author = {Pelikan, Martin and Goldberg, David E. and Cant\'{u}-Paz, Erick},
title = {{BOA}: The {B}ayesian Optimization Algorithm},
year = {1999},
publisher = {Morgan Kaufmann Publishers Inc.},
address = {San Francisco, CA, USA},
booktitle = {Proceedings of the 1st Annual Conference on Genetic and Evolutionary Computation - Volume 1},
pages = {525–532},
location = {Orlando, Florida},
series = {GECCO'99},
doi={10.5555/2933923.2933973}
}

@inproceedings{EBNA_UAI:2000,
  author    = {Pedro Larra{\~{n}}aga and
               Ramon Etxeberria and
               Jos{\'{e}} Antonio Lozano and
               Jos{\'{e}} M. Pe{\~{n}}a},
  title     = {Combinatonal Optimization by Learning and Simulation of Bayesian Networks},
  booktitle = {{UAI} '00: Proceedings of the 16th Conference in Uncertainty in Artificial
               Intelligence, Stanford University, Stanford, California, USA, June
               30 - July 3, 2000},
  pages     = {343--352},
  publisher = {Morgan Kaufmann},
  year      = {2000},
  doi={10.48550}
}

  
@ARTICLE{UMDA_1997,
  author={Mühlenbein, Heinz},
  journal={Evolutionary Computation}, 
  title={The Equation for Response to Selection and Its Use for Prediction}, 
  year={1997},
  volume={5},
  number={3},
  pages={303-346},
  doi={10.1162/evco.1997.5.3.303}}
}

@techreport{PBIL_1994,
author = {Baluja, Shummet},
title = {Population-Based Incremental Learning: A Method for Integrating Genetic Search Based Function Optimization and Competitive Learning},
year = {1994},
publisher = {CMU-CS-94-163, Carnegie Mellon University},
address = {USA},
}

@book{Koller_Friedman_book,
author = {Koller, Daphne and Friedman, Nir},
title = {Probabilistic Graphical Models: Principles and Techniques - Adaptive Computation and Machine Learning},
year = {2009},
publisher = {The MIT Press},
}

@article{noisyOR_2001,
  author    = {Agnieszka Onisko and
               Marek J. Druzdzel and
               Hanna Wasyluk},
  title     = {Learning {B}ayesian network parameters from small data sets: application
               of Noisy-OR gates},
  journal   = {International Journal of Approximate Reasoning},
  volume    = {27},
  number    = {2},
  pages     = {165--182},
  year      = {2001},
  doi = {https://doi.org/10.1016/S0888-613X(01)00039-1},
}

@incollection{PLS_Henrion,
title = {Propagating Uncertainty in {B}ayesian Networks by Probabilistic Logic Sampling},
editor = {John F. Lemmer and Laveen N. Kanal},
series = {Machine Intelligence and Pattern Recognition},
publisher = {North-Holland},
volume = {5},
pages = {149-163},
year = {1988},
booktitle = {Uncertainty in Artificial Intelligence},
author = {Max Henrion},
doi={https://doi.org/10.1016/B978-0-444-70396-5.50019-4}
}

@article{iqbal2021next,
  title={Next release problem: A systematic literature review},
  author={Iqbal, Uzma and Alam, Khurram A.},
  journal={KIET Journal of Computing and Information Sciences},
  volume={3},
  number={1},
  pages={65--78},
  year={2021},
}

@article{rahimi2022comparative,
  title={A Comparative Study on Evolutionary Multi-objective Algorithms for Next Release Problem},
  author={Rahimi, Iman and Gandomi, Amir H and Nikoo, Mohammad Reza and others},
  journal={Preprint},
  year={2022},
  publisher={Research Square},
  doi={https://doi.org/10.21203/rs.3.rs-1929133/v1}
}

@ARTICLE{Geng2018,
  author={Geng, Jiangyi and Ying, Shi and Jia, Xiangyang and Zhang, Ting and Liu, Xuan and Guo, Lanqing and Xuan, Jifeng},
  journal={IEEE Access}, 
  title={Supporting Many-Objective Software Requirements Decision: An Exploratory Study on the Next Release Problem}, 
  year={2018},
  volume={6},
  number={},
  pages={60547-60558},
  doi={10.1109/ACCESS.2018.2875122}
  }

  @article{hamdy2019greedy,
  title={Greedy binary particle swarm optimization for multi-objective constrained next release problem},
  author={Hamdy, Ahmed and Mohamed, Ahmed A.},
  journal={International Journal of Machine Learning and Computing},
  volume={9},
  number={5},
  pages={561--568},
  year={2019},
  doi={http://dx.doi.org/10.18178/ijmlc.2019.9.5.840}
}

@article{dong_2022,
author = {Dong, Shi and Xue, Yinxing and Brinkkemper, Sjaak and Li, Yan-Fu},
title = {Multi-Objective Integer Programming Approaches to Next Release Problem — Enhancing Exact Methods for Finding Whole {P}areto Front},
year = {2022},
volume = {147},
number = {C},
journal = {Inf. Softw. Technol.},
numpages = {14},
doi = {10.1016/j.infsof.2022.106825},
}

@article{DOMINGUEZRIOS2019217,
title = {Efficient anytime algorithms to solve the bi-objective Next Release Problem},
journal = {Journal of Systems and Software},
volume = {156},
pages = {217-231},
year = {2019},
author = {Miguel Ángel Domínguez-Ríos and Francisco Chicano and Enrique Alba and Isabel {del Águila} and José {del Sagrado}},
doi={https://doi.org/10.1016/j.jss.2019.06.097}
}



@article{r2-sine-cosine_2021,
  author    = {Laith Mohammad Abualigah and
               Ali Diabat},
  title     = {Advances in Sine Cosine Algorithm: {A} comprehensive survey},
  journal   = {Artif. Intell. Rev.},
  volume    = {54},
  number    = {4},
  pages     = {2567--2608},
  year      = {2021},
  doi={https://doi.org/10.1007/s10462-020-09909-3}
}

@article{r2-aquila_2021,
  author    = {Laith Mohammad Abualigah and
               Dalia Yousri and
               Mohamed Abd El{-}Aziz and
               Ahmed A. Ewees and
               Mohammed Abdulaziz Aide Al{-}qaness and
               Amir H. Gandomi},
  title     = {Aquila Optimizer: {A} novel meta-heuristic optimization algorithm},
  journal   = {Comput. Ind. Eng.},
  volume    = {157},
  pages     = {107250},
  year      = {2021},
  doi={https://doi.org/10.1016/j.cie.2021.107250}
}

@article{r2-arithmetic,
  title={The arithmetic optimization algorithm},
  author={Abualigah, Laith and Diabat, Ahmad and Mirjalili, Seyedali and Abd Elaziz, Mohamed and Gandomi, Amir Hossein},
  journal={Computer methods in applied mechanics and engineering},
  volume={376},
  pages={113609},
  year={2021},
  publisher={Elsevier},
  doi={https://doi.org/10.1016/j.cma.2020.113609}
}

@article{r4-quantum-2022,
  title={Quantum-inspired metaheuristic algorithms: comprehensive survey and classification},
  author={Gharehchopogh, Fatemeh S.},
  journal={Artificial Intelligence Review},
  year={2022},
  doi={https://doi.org/10.1007/s10462-022-10280-8}
}

@article{r4-advances-tree,
  title={Advances in Tree Seed Algorithm: A Comprehensive Survey},
  author={Gharehchopogh, Fatemeh S.},
  journal={Archives of Computational Methods in Engineering},
  volume={29},
  pages={3281--3304},
  year={2022},
  publisher={Springer},
  doi={https://doi.org/10.1007/s11831-021-09698-0}
}

@article{r4-slime,
  title={Slime Mould Algorithm: A Comprehensive Survey of Its Variants and Applications},
  author={Gharehchopogh, Fatemeh S. and Ucan, Abdullah and Ibrikci, Taha and et al.},
  journal={Archives of Computational Methods in Engineering},
  year={2023},
  publisher={Springer},
  doi={https://doi.org/10.1007/s11831-023-09883-3}
}

@article{r4-sparrow,
  title={Advances in Sparrow Search Algorithm: A Comprehensive Survey},
  author={Gharehchopogh, Fatemeh S. and Namazi, Mohammad and Ebrahimi, Lida and et al.},
  journal={Archives of Computational Methods in Engineering},
  volume={30},
  pages={427--455},
  year={2023},
  publisher={Springer},
  doi={https://doi.org/10.1007/s11831-022-09804-w}
}

@article{r4-vultures,
  author    = {Nima Khodadadi and
               Farhad Soleimanian Gharehchopogh and
               Seyedali Mirjalili},
  title     = {{MOAVOA:} a new multi-objective artificial vultures optimization algorithm},
  journal   = {Neural Comput. Appl.},
  volume    = {34},
  number    = {23},
  pages     = {20791--20829},
  year      = {2022},
  doi={https://doi.org/10.1007/s00521-022-07557-y}
}

@INPROCEEDINGS{simulated-2021,
  author={Guilmeau, Thomas and Chouzenoux, Emilie and Elvira, Víctor},
  booktitle={2021 IEEE Statistical Signal Processing Workshop (SSP)}, 
  title={Simulated Annealing: a Review and a New Scheme}, 
  year={2021},
  pages={101-105},
  doi={10.1109/SSP49050.2021.9513782}
  }

  @article{katoch2021review,
  title={A review on genetic algorithm: past, present, and future},
  author={Katoch, Surbhi and Chauhan, Surendra Singh and Kumar, Vijay},
  journal={Multimedia Tools and Applications},
  volume={80},
  number={5},
  pages={8091--8126},
  year={2021},
  publisher={Springer},
  doi={10.1007/s11042-020-10139-6}
}

@article{gad2022particle,
  title={Particle Swarm Optimization Algorithm and Its Applications: A Systematic Review},
  author={Gad, Ahmed G.},
  journal={Archive of Computational Methods in Engineering},
  volume={29},
  pages={2531--2561},
  year={2022},
  publisher={Springer},
  doi={10.1007/s11831-021-09694-4}
}

@ARTICLE{ACO_2006,
  author={Dorigo, Marco and Birattari, Mauro and Stutzle, Thomas},
  journal={IEEE Computational Intelligence Magazine}, 
  title={Ant colony optimization}, 
  year={2006},
  volume={1},
  number={4},
  pages={28-39},
  doi={10.1109/MCI.2006.329691}
}

@article{Kleinert-IP-2021,
title = {A Survey on Mixed-Integer Programming Techniques in Bilevel Optimization},
journal = {EURO Journal on Computational Optimization},
volume = {9},
pages = {100007},
year = {2021},
author = {Thomas Kleinert and Martine Labbé and Ivana Ljubić and Martin Schmidt},
}

@article{r4-mo-fs,
  title={A multi-objective optimization algorithm for feature selection problems},
  author={Abdollahzadeh, Bahareh and Gharehchopogh, Fatemeh S.},
  journal={Engineering with Computers},
  volume={38},
  number={Suppl 3},
  pages={1845--1863},
  year={2022},
  publisher={Springer},
  doi={https://doi.org/10.1007/s00366-021-01369-9}
}


@inproceedings{Bermejo-caepia11,
  author    = {Pablo Bermejo and
               Luis de la Ossa and
               Jos{\'{e}} Miguel Puerta},
  title     = {Global Feature Subset Selection on High-Dimensional Datasets Using
               Re-ranking-based EDAs},
  booktitle = {Advances in Artificial Intelligence - 14th Conference of the Spanish
               Association for Artificial Intelligence, {CAEPIA} 2011, La Laguna,
               Spain, November 7-11, 2011. Proceedings},
  series    = {Lecture Notes in Computer Science},
  volume    = {7023},
  pages     = {54--63},
  publisher = {Springer},
  year      = {2011},
  doi={https://doi.org/10.1007/978-3-642-25274-7_6}
}

@article{GuyonE03,
  author    = {Isabelle Guyon and
               Andr{\'{e}} Elisseeff},
  title     = {An Introduction to Variable and Feature Selection},
  journal   = {J. Mach. Learn. Res.},
  volume    = {3},
  pages     = {1157--1182},
  year      = {2003},
}

@article{Maza-2019,
  author    = {Sofiane Maza and
               Mohamed Touahria},
  title     = {Feature selection for intrusion detection using new multi-objective
               estimation of distribution algorithms},
  journal   = {Appl. Intell.},
  volume    = {49},
  number    = {12},
  pages     = {4237--4257},
  year      = {2019},
  doi={https://doi.org/10.1007/s10489-019-01503-7}
}


%%%%% REVIEW 2 %%%%%
@inproceedings{Panichella22,
author = {Panichella, Annibale},
title = {An Improved {P}areto Front Modeling Algorithm for Large-Scale Many-Objective Optimization},
year = {2022},
isbn = {9781450392372},
publisher = {Association for Computing Machinery},
url = {https://doi.org/10.1145/3512290.3528732},
doi = {10.1145/3512290.3528732},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference},
pages = {565–573},
series = {GECCO '22}
}


@ARTICLE{ctaea19,
  author={Li, Ke and Chen, Renzhi and Fu, Guangtao and Yao, Xin},
  journal={IEEE Transactions on Evolutionary Computation}, 
  title={Two-Archive Evolutionary Algorithm for Constrained Multiobjective Optimization}, 
  year={2019},
  volume={23},
  number={2},
  pages={303-315},
  doi={10.1109/TEVC.2018.2855411}}

@ARTICLE{pymoo20,
  author={Blank, Julian and Deb, Kalyanmoy},
  journal={IEEE Access}, 
  title={Pymoo: Multi-Objective Optimization in Python}, 
  year={2020},
  volume={8},
  number={},
  pages={89497-89509},
  doi={10.1109/ACCESS.2020.2990567}}

@article{Chen23,
  author       = {Tao Chen and
                  Miqing Li},
  title        = {The Weights Can Be Harmful: {P}areto Search versus Weighted Search in Multi-objective Search-based Software Engineering},
  journal      = {{ACM} Trans. Softw. Eng. Methodol.},
  volume       = {32},
  number       = {1},
  pages        = {5:1--5:40},
  year         = {2023},
  doi={https://doi.org/10.48550/arXiv.2202.03728}
}  

@book{Deb2001,
   author = {Kalyanmoy Deb},
   city = {New York},
   publisher = {Jhon Wiley and Sons Ltd},
   title = {Multi-Objective Optimization using Evolutionary Algorithms},
   year = {2001},
}

@ARTICLE{nsga-iii,
  author={Deb, Kalyanmoy and Jain, Himanshu},
  journal={IEEE Transactions on Evolutionary Computation}, 
  title={An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point-Based Nondominated Sorting Approach, Part I: Solving Problems With Box Constraints}, 
  year={2014},
  volume={18},
  number={4},
  pages={577-601},
  doi={10.1109/TEVC.2013.2281535}}

  @ARTICLE{nsga,
  author={Srinivas, N. and Deb, Kalyanmoy},
  journal={Evolutionary Computation}, 
  title={Muiltiobjective Optimization Using Nondominated Sorting in Genetic Algorithms}, 
  year={1994},
  volume={2},
  number={3},
  pages={221-248},
  doi={10.1162/evco.1994.2.3.221}}