{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,6]],"date-time":"2026-07-06T18:21:06Z","timestamp":1783362066926,"version":"3.54.6"},"reference-count":107,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2026,11,1]],"date-time":"2026-11-01T00:00:00Z","timestamp":1793491200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,11,1]],"date-time":"2026-11-01T00:00:00Z","timestamp":1793491200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2026,4,17]],"date-time":"2026-04-17T00:00:00Z","timestamp":1776384000000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/100019687","name":"Hamad Bin Khalifa University","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100019687","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Computer Science Review"],"published-print":{"date-parts":[[2026,11]]},"DOI":"10.1016\/j.cosrev.2026.100989","type":"journal-article","created":{"date-parts":[[2026,4,24]],"date-time":"2026-04-24T06:18:52Z","timestamp":1777011532000},"page":"100989","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":0,"special_numbering":"C","title":["Advances in quantum genetic algorithms"],"prefix":"10.1016","volume":"62","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7643-7829","authenticated-orcid":false,"given":"D.","family":"Lima","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4963-8465","authenticated-orcid":false,"given":"R.","family":"Saini","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4402-7710","authenticated-orcid":false,"given":"S.","family":"Al-Kuwari","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.cosrev.2026.100989_bib0005","series-title":"2022 IEEE Symposium Series on Computational Intelligence (SSCI)","first-page":"947","article-title":"Quantum vs classical genetic algorithms: a numerical comparison shows faster convergence","author":"Ibarrondo","year":"2022"},{"key":"10.1016\/j.cosrev.2026.100989_bib0010","article-title":"A quantum evolutionary learning tracker for video","author":"Zhang","year":"2023","journal-title":"IEEE Trans. Evol. Comput."},{"issue":"2","key":"10.1016\/j.cosrev.2026.100989_bib0015","doi-asserted-by":"crossref","first-page":"43","DOI":"10.1007\/s11128-021-03368-7","article-title":"A quantum genetic algorithm for optimization problems on the Bloch sphere","volume":"21","author":"Amal","year":"2022","journal-title":"Quantum Inf. Process."},{"key":"10.1016\/j.cosrev.2026.100989_bib0020","series-title":"2021 3rd International Symposium on Signal Processing Systems (SSPS)","first-page":"44","article-title":"Design of wavelet filter in analog domain using quantum genetic algorithm","author":"Zhang","year":"2021"},{"key":"10.1016\/j.cosrev.2026.100989_bib0025","doi-asserted-by":"crossref","first-page":"72910","DOI":"10.1109\/ACCESS.2020.2988117","article-title":"Quantum inspired genetic algorithm for double digest problem","volume":"8","author":"Suo","year":"2020","journal-title":"IEEE Access"},{"key":"10.1016\/j.cosrev.2026.100989_bib0030","article-title":"PID controller for PMSM speed control based on improved quantum genetic algorithm optimization","author":"Wang","year":"2023","journal-title":"IEEE Access"},{"key":"10.1016\/j.cosrev.2026.100989_bib0035","doi-asserted-by":"crossref","DOI":"10.1109\/TAP.2023.3245199","article-title":"Quantum genetic algorithm for the design of miniaturized and reconfigurable IoT antennas","author":"Bichara","year":"2023","journal-title":"IEEE Trans. Antennas Propag."},{"key":"10.1016\/j.cosrev.2026.100989_bib0040","series-title":"Genetic Programming and Evolvable Machines","doi-asserted-by":"crossref","DOI":"10.1007\/1-4020-7895-1_3","article-title":"Automatic quantum computer programming: a genetic programming approach","author":"Spector","year":"2004"},{"key":"10.1016\/j.cosrev.2026.100989_bib0045","series-title":"Proceedings of IEEE International Conference on Evolutionary Computation","first-page":"61","article-title":"Quantum-inspired genetic algorithms","author":"Narayanan","year":"1996"},{"issue":"3","key":"10.1016\/j.cosrev.2026.100989_bib0050","doi-asserted-by":"crossref","first-page":"1844","DOI":"10.1103\/PhysRevA.54.1844","article-title":"Quantum copying: beyond the no-cloning theorem","volume":"54","author":"Bu\u017eek","year":"1996","journal-title":"Phys. Rev. A"},{"key":"10.1016\/j.cosrev.2026.100989_bib0055","author":"D\u00fcrr"},{"issue":"2","key":"10.1016\/j.cosrev.2026.100989_bib0060","doi-asserted-by":"crossref","first-page":"325","DOI":"10.1103\/PhysRevLett.79.325","article-title":"Quantum mechanics helps in searching for a needle in a haystack","volume":"79","author":"Grover","year":"1997","journal-title":"Phys. Rev. Lett."},{"issue":"5","key":"10.1016\/j.cosrev.2026.100989_bib0065","doi-asserted-by":"crossref","first-page":"1648","DOI":"10.1063\/1.476739","article-title":"Implementation of a quantum algorithm on a nuclear magnetic resonance quantum computer","volume":"109","author":"Jones","year":"1998","journal-title":"J. Chem. Phys."},{"key":"10.1016\/j.cosrev.2026.100989_bib0070","series-title":"2004 IEEE International Conference on Industrial Technology, 2004. IEEE ICIT\u201904","first-page":"1192","article-title":"A new quantum-inspired genetic algorithm for solving the travelling salesman problem","volume":"vol. 3","author":"Talbi","year":"2004"},{"key":"10.1016\/j.cosrev.2026.100989_bib0075","series-title":"Proceedings of the 2004 Congress on Evolutionary Computation (IEEE Cat. No. 04TH8753)","first-page":"2100","article-title":"Face detection using quantum-inspired evolutionary algorithm","volume":"vol. 2","author":"Jang","year":"2004"},{"key":"10.1016\/j.cosrev.2026.100989_bib0080","series-title":"Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2001)","first-page":"1005","article-title":"Quantum evolutionary programming","author":"Rylander","year":"2001"},{"key":"10.1016\/j.cosrev.2026.100989_bib0085","series-title":"Proceedings of the 3rd Conference on Computing Frontiers","first-page":"71","article-title":"Implementing quantum genetic algorithms: a solution based on Grover\u2019s algorithm","author":"Udrescu","year":"2006"},{"issue":"2","key":"10.1016\/j.cosrev.2026.100989_bib0090","doi-asserted-by":"crossref","first-page":"231","DOI":"10.1109\/TEVC.2007.905006","article-title":"Quantum genetic optimization","volume":"12","author":"Malossini","year":"2008","journal-title":"IEEE Trans. Evol. Comput."},{"issue":"1","key":"10.1016\/j.cosrev.2026.100989_bib0095","doi-asserted-by":"crossref","first-page":"4910","DOI":"10.1038\/srep04910","article-title":"Biomimetic cloning of quantum observables","volume":"4","author":"Alvarez-Rodriguez","year":"2014","journal-title":"Sci. Rep."},{"key":"10.1016\/j.cosrev.2026.100989_bib0100","doi-asserted-by":"crossref","first-page":"e836","DOI":"10.7717\/peerj-cs.836","article-title":"Graph coloring using the reduced quantum genetic algorithm","volume":"8","author":"Ardelean","year":"2022","journal-title":"Peerj Comput. Sci."},{"issue":"18","key":"10.1016\/j.cosrev.2026.100989_bib0105","doi-asserted-by":"crossref","first-page":"13321","DOI":"10.1007\/s00500-022-07460-7","article-title":"Hybrid quantum genetic algorithm with adaptive rotation angle for the 0-1 knapsack problem in the IBM qiskit simulator","volume":"27","author":"Ballinas","year":"2023","journal-title":"Soft Comput."},{"key":"10.1016\/j.cosrev.2026.100989_bib0110","author":"Viana"},{"issue":"12","key":"10.1016\/j.cosrev.2026.100989_bib0115","doi-asserted-by":"crossref","first-page":"13421","DOI":"10.1007\/s11227-023-05158-7","article-title":"QGA\u2013QGCNN: a model of quantum gate circuit neural network optimized by quantum genetic algorithm","volume":"79","author":"Gong","year":"2023","journal-title":"J. Supercomput."},{"key":"10.1016\/j.cosrev.2026.100989_bib0120","article-title":"Quantum genetic algorithm with individuals in multiple registers","author":"Ibarrondo","year":"2023","journal-title":"IEEE Trans. Evol. Comput."},{"key":"10.1016\/j.cosrev.2026.100989_bib0125","doi-asserted-by":"crossref","DOI":"10.7717\/peerj-cs.2210","article-title":"Hybrid quantum search with genetic algorithm optimization","volume":"10","author":"Ardelean","year":"2024","journal-title":"Peerj Comput. Sci."},{"key":"10.1016\/j.cosrev.2026.100989_bib0130","author":"Haghighi"},{"key":"10.1016\/j.cosrev.2026.100989_bib0135","article-title":"An improved quantum genetic algorithm with adaptive dynamic rotation for urban facility spatial optimization","author":"Tian","year":"2026","journal-title":"Sci. Rep."},{"issue":"4","key":"10.1016\/j.cosrev.2026.100989_bib0140","doi-asserted-by":"crossref","first-page":"24","DOI":"10.3390\/computers5040024","article-title":"Quantum genetic algorithms for computer scientists","volume":"5","author":"Lahoz-Beltra","year":"2016","journal-title":"Computers"},{"issue":"12","key":"10.1016\/j.cosrev.2026.100989_bib0145","doi-asserted-by":"crossref","first-page":"3678","DOI":"10.1109\/LWC.2024.3486192","article-title":"A block quantum genetic interference mitigation algorithm for dynamic metasurface antennas and field trials","volume":"13","author":"Yang","year":"2024","journal-title":"IEEE Wirel. Commun. Lett."},{"key":"10.1016\/j.cosrev.2026.100989_bib0150","doi-asserted-by":"crossref","first-page":"16649","DOI":"10.1109\/ACCESS.2025.3530952","article-title":"Evolutionary algorithms and quantum computing: recent advances, opportunities, and challenges","volume":"13","author":"Rehman","year":"2025","journal-title":"IEEE Access"},{"issue":"4","key":"10.1016\/j.cosrev.2026.100989_bib0155","doi-asserted-by":"crossref","DOI":"10.1103\/PhysRevA.110.042603","article-title":"Digital-analog quantum genetic algorithm using rydberg-atom arrays","volume":"110","author":"Llenas","year":"2024","journal-title":"Phys. Rev. A"},{"key":"10.1016\/j.cosrev.2026.100989_bib0160","first-page":"1","article-title":"Combination balance correction of grinding disk based on improved quantum genetic algorithm","volume":"72","author":"Zhang","year":"2022","journal-title":"IEEE Trans. Instrum. Meas."},{"key":"10.1016\/j.cosrev.2026.100989_bib0165","article-title":"Design optimization of office building envelope based on quantum genetic algorithm for energy conservation","volume":"35","author":"Wang","year":"2021","journal-title":"J. Build. Eng."},{"issue":"7","key":"10.1016\/j.cosrev.2026.100989_bib0170","doi-asserted-by":"crossref","first-page":"9869","DOI":"10.1109\/TITS.2021.3121289","article-title":"Intelligent bus operation optimization by integrating cases and data driven based on business chain and enhanced quantum genetic algorithm","volume":"23","author":"Lin","year":"2021","journal-title":"IEEE Trans. Intell. Transp. Syst."},{"key":"10.1016\/j.cosrev.2026.100989_bib0175","doi-asserted-by":"crossref","DOI":"10.3389\/fpubh.2022.1098675","article-title":"Emergency shelter allocation planning technology for large-scale evacuation based on quantum genetic algorithm","volume":"10","author":"Yin","year":"2023","journal-title":"Front. Public Health"},{"issue":"4","key":"10.1016\/j.cosrev.2026.100989_bib0180","doi-asserted-by":"crossref","first-page":"1251","DOI":"10.3390\/s21041251","article-title":"Two-dimensional quantum genetic algorithm: application to task allocation problem","volume":"21","author":"Mondal","year":"2021","journal-title":"Sensors"},{"issue":"9","key":"10.1016\/j.cosrev.2026.100989_bib0185","doi-asserted-by":"crossref","first-page":"1271","DOI":"10.3390\/e25091271","article-title":"A quantum genetic algorithm for building a semantic textual similarity estimation framework for plagiarism detection applications","volume":"25","author":"Darwish","year":"2023","journal-title":"Entropy"},{"key":"10.1016\/j.cosrev.2026.100989_bib0190","series-title":"2022 International Wireless Communications and Mobile Computing (IWCMC)","first-page":"131","article-title":"SQGA: quantum genetic algorithm-based workflow scheduling in fog-cloud computing","author":"Belmahdi","year":"2022"},{"key":"10.1016\/j.cosrev.2026.100989_bib0195","series-title":"2023 Advances in Science and Engineering Technology International Conferences (ASET)","first-page":"1","article-title":"Optimizing energy efficiency of MIMO using quantum genetic algorithm","author":"Almasaoodi","year":"2023"},{"key":"10.1016\/j.cosrev.2026.100989_bib0200","doi-asserted-by":"crossref","DOI":"10.1109\/MMUL.2023.3247522","article-title":"A new fog-based transmission scheduler on the internet of multimedia things using a fuzzy-based quantum genetic algorithm","author":"Zanbouri","year":"2023","journal-title":"IEEE Multimed."},{"key":"10.1016\/j.cosrev.2026.100989_bib0205","series-title":"Proceedings of the 2000 Congress on Evolutionary Computation. CEC00 (Cat. No. 00TH8512)","first-page":"1354","article-title":"Genetic quantum algorithm and its application to combinatorial optimization problem","volume":"vol. 2","author":"Han","year":"2000"},{"key":"10.1016\/j.cosrev.2026.100989_bib0210","doi-asserted-by":"crossref","first-page":"43","DOI":"10.1016\/j.swevo.2018.02.020","article-title":"Quantum rotation gate in quantum-inspired evolutionary algorithm: a review, analysis and comparison study","volume":"42","author":"Xiong","year":"2018","journal-title":"Swarm Evol. Comput."},{"key":"10.1016\/j.cosrev.2026.100989_bib0215","series-title":"2023 IEEE Congress on Evolutionary Computation (CEC)","first-page":"01","article-title":"Robust density-based data clustering using a quantum-inspired genetic algorithm","author":"Banerjee","year":"2023"},{"key":"10.1016\/j.cosrev.2026.100989_bib0220","series-title":"Proceedings of the Companion Conference on Genetic and Evolutionary Computation","first-page":"2203","article-title":"Quantum entanglement inspired differential evolution algorithm","author":"Dixit","year":"2023"},{"key":"10.1016\/j.cosrev.2026.100989_bib0225","series-title":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","first-page":"463","article-title":"Quantum-enhanced selection operators for evolutionary algorithms","author":"Von Dollen","year":"2022"},{"key":"10.1016\/j.cosrev.2026.100989_bib0230","series-title":"How to Detect and Handle Outliers","volume":"vol. 16","author":"Iglewicz","year":"2004"},{"key":"10.1016\/j.cosrev.2026.100989_bib0235","series-title":"Quantum Computation and Quantum Information","author":"Nielsen","year":"2010"},{"key":"10.1016\/j.cosrev.2026.100989_bib0240","series-title":"Advanced Quantum Communications: an Engineering Approach","author":"Imre","year":"2012"},{"key":"10.1016\/j.cosrev.2026.100989_bib0245","first-page":"427","article-title":"A study on reversible logic gates of quantum computing","volume":"7","author":"Aruna","year":"2016","journal-title":"Int. J. Computer Sci. Information Technol"},{"key":"10.1016\/j.cosrev.2026.100989_bib0250","series-title":"Stabilizer Codes and Quantum Error Correction","author":"Gottesman","year":"1997"},{"issue":"9\u201311","key":"10.1016\/j.cosrev.2026.100989_bib0255","doi-asserted-by":"crossref","first-page":"771","DOI":"10.1002\/1521-3978(200009)48:9\/11<771::AID-PROP771>3.0.CO;2-E","article-title":"The physical implementation of quantum computation","volume":"48","author":"DiVincenzo","year":"2000","journal-title":"Fortschr. Phys."},{"issue":"7779","key":"10.1016\/j.cosrev.2026.100989_bib0260","doi-asserted-by":"crossref","first-page":"505","DOI":"10.1038\/s41586-019-1666-5","article-title":"Quantum supremacy using a programmable superconducting processor","volume":"574","author":"Arute","year":"2019","journal-title":"Nature"},{"issue":"7787","key":"10.1016\/j.cosrev.2026.100989_bib0265","first-page":"200","article-title":"Benchmarking an 11-qubit quantum computer","volume":"576","author":"Wright","year":"2019","journal-title":"Nature"},{"key":"10.1016\/j.cosrev.2026.100989_bib0270","series-title":"Proceedings of the Forty-Second ACM Symposium on Theory of Computing","first-page":"141","article-title":"BQP and the polynomial hierarchy","author":"Aaronson","year":"2010"},{"key":"10.1016\/j.cosrev.2026.100989_bib0275","series-title":"Proceedings of the Forty-Third Annual ACM Symposium on Theory of Computing","first-page":"333","article-title":"The computational complexity of linear Optics","author":"Aaronson","year":"2011"},{"key":"10.1016\/j.cosrev.2026.100989_bib0280","doi-asserted-by":"crossref","first-page":"143","DOI":"10.4086\/toc.2013.v009a004","article-title":"The computational complexity of linear Optics","volume":"9","author":"Aaronson","year":"2013","journal-title":"Theory of Computing"},{"issue":"2088","key":"10.1016\/j.cosrev.2026.100989_bib0285","first-page":"3089","article-title":"The learnability of quantum states","volume":"463","author":"Aaronson","year":"2007","journal-title":"Proc. R. Soc. a Math. Phys. Eng. Sci."},{"key":"10.1016\/j.cosrev.2026.100989_bib0290","series-title":"The Principles of Quantum Mechanics","first-page":"27","author":"Dirac","year":"1981"},{"key":"10.1016\/j.cosrev.2026.100989_bib0295","article-title":"A race-track trapped-ion quantum processor","volume":"13","author":"Moses","year":"2023","journal-title":"Phys. Rev. X"},{"issue":"7\u20138","key":"10.1016\/j.cosrev.2026.100989_bib0300","doi-asserted-by":"crossref","first-page":"460","DOI":"10.1103\/PhysRev.70.460","article-title":"Nuclear induction","volume":"70","author":"Bloch","year":"1946","journal-title":"Phys. Rev."},{"issue":"10","key":"10.1016\/j.cosrev.2026.100989_bib0305","doi-asserted-by":"crossref","first-page":"777","DOI":"10.1103\/PhysRev.47.777","article-title":"Can quantum-mechanical description of physical reality be considered complete?","volume":"47","author":"Einstein","year":"1935","journal-title":"Phys. Rev."},{"issue":"22","key":"10.1016\/j.cosrev.2026.100989_bib0310","first-page":"e1","article-title":"A review on quantum computing trends & future perspectives","volume":"7","author":"Laghari","year":"2022","journal-title":"EAI Endorsed Trans. Cloud Syst."},{"issue":"3","key":"10.1016\/j.cosrev.2026.100989_bib0315","doi-asserted-by":"crossref","first-page":"195","DOI":"10.1103\/PhysicsPhysiqueFizika.1.195","article-title":"On the einstein podolsky rosen paradox","volume":"1","author":"Bell","year":"1964","journal-title":"Physics Physique Fizika"},{"issue":"6","key":"10.1016\/j.cosrev.2026.100989_bib0320","doi-asserted-by":"crossref","first-page":"3808","DOI":"10.1109\/TCOMM.2020.2978071","article-title":"When entanglement meets classical communications: quantum teleportation for the quantum internet","volume":"68","author":"Cacciapuoti","year":"2020","journal-title":"IEEE Trans. Commun."},{"issue":"2","key":"10.1016\/j.cosrev.2026.100989_bib0325","doi-asserted-by":"crossref","first-page":"865","DOI":"10.1103\/RevModPhys.81.865","article-title":"Quantum entanglement","volume":"81","author":"Horodecki","year":"2009","journal-title":"Rev. Mod. Phys."},{"issue":"7","key":"10.1016\/j.cosrev.2026.100989_bib0330","doi-asserted-by":"crossref","first-page":"365","DOI":"10.1038\/s42254-020-0193-5","article-title":"Advances in high-dimensional quantum entanglement","volume":"2","author":"Erhard","year":"2020","journal-title":"Nat. Rev. Phys."},{"key":"10.1016\/j.cosrev.2026.100989_bib0335","series-title":"Proceedings of the Twenty-Eighth Annual ACM Symposium on Theory of Computing","first-page":"212","article-title":"A fast quantum mechanical algorithm for database search","author":"Grover","year":"1996"},{"key":"10.1016\/j.cosrev.2026.100989_bib0340","author":"Grover"},{"issue":"2","key":"10.1016\/j.cosrev.2026.100989_bib0345","doi-asserted-by":"crossref","first-page":"303","DOI":"10.1137\/S0036144598347011","article-title":"Polynomial-time algorithms for prime factorization and discrete logarithms on a quantum computer","volume":"41","author":"Shor","year":"1999","journal-title":"SIAM Rev."},{"key":"10.1016\/j.cosrev.2026.100989_bib0350","series-title":"Adaptation in Natural and Artificial Systems","author":"Holland","year":"1975"},{"key":"10.1016\/j.cosrev.2026.100989_bib0355","series-title":"Genetic Algorithms in Search, Optimization, and Machine Learning","author":"Goldberg","year":"1989"},{"key":"10.1016\/j.cosrev.2026.100989_bib0360","first-page":"69","article-title":"A comparative analysis of selection schemes used in genetic algorithms","volume":"1","author":"Goldberg","year":"1991","journal-title":"Found. Genet. Algorithms"},{"key":"10.1016\/j.cosrev.2026.100989_bib0365","series-title":"Proceedings of the First International Conference on Genetic Algorithms","first-page":"101","article-title":"Adaptive selection methods for genetic algorithms","author":"Baker","year":"1985"},{"key":"10.1016\/j.cosrev.2026.100989_bib0370","series-title":"An Analysis of the Behavior of a Class of Genetic Algorithms","author":"De Jong","year":"1975"},{"key":"10.1016\/j.cosrev.2026.100989_bib0375","series-title":"Proceedings of the Third International Conference on Genetic Algorithms","first-page":"2","article-title":"Uniform crossover in genetic algorithms","author":"Syswerda","year":"1989"},{"key":"10.1016\/j.cosrev.2026.100989_bib0380","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.physrep.2022.08.003","article-title":"The variational quantum eigensolver: a review of methods and best practices","volume":"986","author":"Tilly","year":"2022","journal-title":"Phys. Rep."},{"key":"10.1016\/j.cosrev.2026.100989_bib0385","doi-asserted-by":"crossref","first-page":"71199","DOI":"10.1109\/ACCESS.2020.2982904","article-title":"Prediction of vessel traffic volume in ports based on improved fuzzy neural network","volume":"8","author":"Su","year":"2020","journal-title":"IEEE Access"},{"issue":"3","key":"10.1016\/j.cosrev.2026.100989_bib0390","doi-asserted-by":"crossref","first-page":"737","DOI":"10.1007\/s11128-013-0686-6","article-title":"A quantum genetic algorithm with quantum crossover and mutation operations","volume":"13","author":"SaiToh","year":"2014","journal-title":"Quantum Inf. Process."},{"key":"10.1016\/j.cosrev.2026.100989_bib0395","doi-asserted-by":"crossref","DOI":"10.1016\/j.eswa.2022.118203","article-title":"Using quantum amplitude amplification in genetic algorithms","volume":"209","author":"Acampora","year":"2022","journal-title":"Expert Syst. Appl."},{"key":"10.1016\/j.cosrev.2026.100989_bib0400","doi-asserted-by":"crossref","first-page":"184","DOI":"10.1016\/j.jcss.2016.04.004","article-title":"Sorting networks: to the end and back again","volume":"104","author":"Codish","year":"2019","journal-title":"J. Comput. Syst. Sci."},{"issue":"1","key":"10.1016\/j.cosrev.2026.100989_bib0405","doi-asserted-by":"crossref","first-page":"48","DOI":"10.3390\/axioms13010048","article-title":"Hybrid quantum genetic algorithm with fuzzy adaptive rotation angle for efficient placement of unmanned aerial vehicles in natural disaster areas","volume":"13","author":"Ballinas","year":"2024","journal-title":"Axioms"},{"issue":"3","key":"10.1016\/j.cosrev.2026.100989_bib0410","doi-asserted-by":"crossref","first-page":"1827","DOI":"10.1103\/PhysRevA.58.1827","article-title":"Optimal cloning of pure states","volume":"58","author":"Werner","year":"1998","journal-title":"Phys. Rev. A"},{"key":"10.1016\/j.cosrev.2026.100989_bib0415","author":"Lima"},{"issue":"3","key":"10.1016\/j.cosrev.2026.100989_bib0420","doi-asserted-by":"crossref","DOI":"10.1007\/s11128-023-03858-w","article-title":"Can quantum genetic algorithm really improve quantum backpropagation neural network?","volume":"22","author":"Choe","year":"2023","journal-title":"Quantum Inf. Process."},{"key":"10.1016\/j.cosrev.2026.100989_bib0425","author":"Souza"},{"key":"10.1016\/j.cosrev.2026.100989_bib0430","doi-asserted-by":"crossref","DOI":"10.1016\/j.cma.2025.117866","article-title":"Hybrid quantum genetic algorithm for structural damage identification","volume":"438","author":"Xu","year":"2025","journal-title":"Comput. Methods Appl. Mech. Eng."},{"key":"10.1016\/j.cosrev.2026.100989_bib0435","series-title":"Proceedings of 2025 2nd International Conference on Machine Learning and Intelligent Computing, Vol. 278 of Proceedings of Machine Learning Research","first-page":"421","article-title":"Research on multi-population quantum genetic algorithm based on optimal computation allocation technology","author":"Guo","year":"2025"},{"key":"10.1016\/j.cosrev.2026.100989_bib0440","doi-asserted-by":"crossref","first-page":"3325","DOI":"10.1007\/s00521-020-05199-6","article-title":"Optimal design of load frequency active disturbance rejection control via double-chains quantum genetic algorithm","volume":"33","author":"Huang","year":"2021","journal-title":"Neural Comput. Appl."},{"issue":"1\u20134","key":"10.1016\/j.cosrev.2026.100989_bib0445","doi-asserted-by":"crossref","first-page":"131","DOI":"10.1016\/S0378-4371(00)00218-1","article-title":"An evolutionary algorithm to calculate the ground state of a quantum system","volume":"284","author":"Grigorenko","year":"2000","journal-title":"Phys. a Stat. Mech. Appl."},{"issue":"3\u20134","key":"10.1016\/j.cosrev.2026.100989_bib0450","doi-asserted-by":"crossref","first-page":"463","DOI":"10.1016\/S0378-4371(02)00988-3","article-title":"Calculation of the partition function using quantum genetic algorithms","volume":"313","author":"Grigorenko","year":"2002","journal-title":"Phys. a Stat. Mech. Appl."},{"issue":"16","key":"10.1016\/j.cosrev.2026.100989_bib0455","article-title":"Optimization with quantum genetic algorithm","volume":"102","author":"Roy","year":"2014","journal-title":"Int. J. Comput. Appl."},{"key":"10.1016\/j.cosrev.2026.100989_bib0460","doi-asserted-by":"crossref","first-page":"563","DOI":"10.1007\/s40194-020-01052-5","article-title":"The analysis of the fracture mechanism of thermal simulation cghaz of ahss dp780: based on response surface method and quantum genetic algorithm","volume":"65","author":"Yan","year":"2021","journal-title":"Weld. World"},{"issue":"4","key":"10.1016\/j.cosrev.2026.100989_bib0465","doi-asserted-by":"crossref","first-page":"33","DOI":"10.1007\/s10878-025-01347-7","article-title":"A quantum genetic algorithm for a parallel machine scheduling problem","volume":"50","author":"Schwenzow","year":"2025","journal-title":"J. Comb. Optim."},{"key":"10.1016\/j.cosrev.2026.100989_bib0470","doi-asserted-by":"crossref","first-page":"1632","DOI":"10.1109\/OJCOMS.2020.3031449","article-title":"Quantum bacterial foraging optimization: from theory to MIMO system designs","volume":"1","author":"Li","year":"2020","journal-title":"IEEE Open J. Commun. Soc."},{"issue":"3","key":"10.1016\/j.cosrev.2026.100989_bib0475","first-page":"1429","article-title":"Comparison of performance of Amazon braket using a quantum genetic algorithm","volume":"28","author":"Rosales","year":"2024","journal-title":"Comput. Sist."},{"key":"10.1016\/j.cosrev.2026.100989_bib0480","doi-asserted-by":"crossref","DOI":"10.1016\/j.ijleo.2020.165749","article-title":"Self-calibration for linear structured light 3d measurement system based on quantum genetic algorithm and feature matching","volume":"225","author":"Pan","year":"2021","journal-title":"Optik"},{"issue":"3","key":"10.1016\/j.cosrev.2026.100989_bib0485","first-page":"1771","article-title":"Directional modulation based on a quantum genetic algorithm for a multiple-reflection model","volume":"64","author":"Huang","year":"2020","journal-title":"Comput. Mater. Contin."},{"key":"10.1016\/j.cosrev.2026.100989_bib0490","doi-asserted-by":"crossref","first-page":"160241","DOI":"10.1109\/ACCESS.2019.2951197","article-title":"An improved PF remaining useful life prediction method based on quantum Genetics and LSTM","volume":"7","author":"Ge","year":"2019","journal-title":"IEEE Access"},{"key":"10.1016\/j.cosrev.2026.100989_bib0495","doi-asserted-by":"crossref","first-page":"104555","DOI":"10.1109\/ACCESS.2020.2999608","article-title":"Application of quantum genetic optimization of LVQ neural network in smart city traffic network prediction","volume":"8","author":"Zhang","year":"2020","journal-title":"IEEE Access"},{"issue":"1","key":"10.1016\/j.cosrev.2026.100989_bib0500","article-title":"Screw performance degradation assessment based on quantum genetic algorithm and dynamic fuzzy neural network","volume":"2015","author":"Zhang","year":"2015","journal-title":"Shock and vibration"},{"issue":"1","key":"10.1016\/j.cosrev.2026.100989_bib0505","doi-asserted-by":"crossref","DOI":"10.1155\/2019\/7817809","article-title":"Adaptive robust blind watermarking scheme improved by entropy-based SVM and optimized quantum genetic algorithm","volume":"2019","author":"Zhang","year":"2019","journal-title":"Math. Probl. Eng."},{"key":"10.1016\/j.cosrev.2026.100989_bib0510","doi-asserted-by":"crossref","first-page":"113994","DOI":"10.1109\/ACCESS.2020.3002889","article-title":"Adaptive stochastic resonance method based on quantum genetic algorithm and its application in dynamic characteristic identification of bridge GNSS monitoring data","volume":"8","author":"Wang","year":"2020","journal-title":"IEEE Access"},{"issue":"39","key":"10.1016\/j.cosrev.2026.100989_bib0515","doi-asserted-by":"crossref","first-page":"237","DOI":"10.1080\/14786440409463107","article-title":"XXIV. On the structure of the atom: an investigation of the stability and periods of oscillation of a number of corpuscles arranged at equal intervals around the circumference of a circle; with application of the results to the theory of atomic structure","volume":"7","author":"Thomson","year":"1904","journal-title":"Lond. Edinb. Dubl. Phil. Mag. J. Sci."},{"key":"10.1016\/j.cosrev.2026.100989_bib0520","doi-asserted-by":"crossref","first-page":"5","DOI":"10.3389\/fphy.2014.00005","article-title":"Ising formulations of many NP problems","volume":"2","author":"Lucas","year":"2014","journal-title":"Front. Phys."},{"issue":"39","key":"10.1016\/j.cosrev.2026.100989_bib0525","doi-asserted-by":"crossref","first-page":"29243","DOI":"10.1007\/s11042-020-09542-w","article-title":"A novel hyper-chaotic image encryption scheme based on quantum genetic algorithm and compressive sensing","volume":"79","author":"Cheng","year":"2020","journal-title":"Multimed. Tools Appl."},{"key":"10.1016\/j.cosrev.2026.100989_bib0530","series-title":"Cold Spring Harbor Symposia on Quantitative Biology","first-page":"1","article-title":"Physical principles in the construction of regular viruses","volume":"vol. 27","author":"Caspar","year":"1962"},{"issue":"19","key":"10.1016\/j.cosrev.2026.100989_bib0535","doi-asserted-by":"crossref","first-page":"1342","DOI":"10.1002\/qua.24898","article-title":"Tensor product methods and entanglement optimization for AB initio quantum Chemistry","volume":"115","author":"Szalay","year":"2015","journal-title":"Int. J. Quantum Chem."}],"container-title":["Computer Science Review"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1574013726000973?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1574013726000973?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,7,6]],"date-time":"2026-07-06T18:03:40Z","timestamp":1783361020000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S1574013726000973"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,11]]},"references-count":107,"alternative-id":["S1574013726000973"],"URL":"https:\/\/doi.org\/10.1016\/j.cosrev.2026.100989","relation":{},"ISSN":["1574-0137"],"issn-type":[{"value":"1574-0137","type":"print"}],"subject":[],"published":{"date-parts":[[2026,11]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Advances in quantum genetic algorithms","name":"articletitle","label":"Article Title"},{"value":"Computer Science Review","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.cosrev.2026.100989","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2026 The Author(s). Published by Elsevier Inc.","name":"copyright","label":"Copyright"}],"article-number":"100989"}}