{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,18]],"date-time":"2026-01-18T09:22:37Z","timestamp":1768728157321,"version":"3.49.0"},"reference-count":156,"publisher":"Oxford University Press (OUP)","issue":"2","license":[{"start":{"date-parts":[[2022,3,21]],"date-time":"2022-03-21T00:00:00Z","timestamp":1647820800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100004731","name":"Zhejiang Provincial Natural Science Foundation","doi-asserted-by":"publisher","award":["LZ20F020004"],"award-info":[{"award-number":["LZ20F020004"]}],"id":[{"id":"10.13039\/501100004731","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62076185"],"award-info":[{"award-number":["62076185"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["U1809209"],"award-info":[{"award-number":["U1809209"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100010211","name":"Jilin Provincial Department Education","doi-asserted-by":"publisher","award":["JJKH20200829KJ"],"award-info":[{"award-number":["JJKH20200829KJ"]}],"id":[{"id":"10.13039\/501100010211","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100010211","name":"Jilin Provincial Department Education","doi-asserted-by":"publisher","award":["JJKH20210888KJ"],"award-info":[{"award-number":["JJKH20210888KJ"]}],"id":[{"id":"10.13039\/501100010211","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100008344","name":"Changchun Normal University","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100008344","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,3,21]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:p>In recent years, a range of novel and pseudonovel optimization algorithms has been proposed for solving engineering problems. Swarm intelligence optimization algorithms (SIAs) have become popular methods, and the whale optimization algorithm (WOA) is one of the highly discussed SIAs. However, regardless of novelty concerns about this method, the basic WOA is a weak method compared to top differential evolutions and particle swarm variants, and it suffers from the problem of poor initial population quality and slow convergence speed. Accordingly, in this paper, to increase the diversity of WOA versions and enhance the performance of WOA, a new WOA variant, named LXMWOA, is proposed, and based on the L\u00e9vy initialization strategy, the directional crossover mechanism, and the directional mutation mechanism. Specifically, the introduction of the L\u00e9vy initialization strategy allows initial populations to be dynamically distributed in the search space and enhances the global search capability of the WOA. Meanwhile, the directional crossover mechanism and the directional mutation mechanism can improve the local exploitation capability of the WOA. To evaluate its performance, using a series of functions and three models of engineering optimization problems, the LXMWOA was compared with a broad array of competitive optimizers. The experimental results demonstrate that the LXMWOA is significantly superior to its exploration and exploitation capability peers. Therefore, the proposed LXMWOA has great potential to be used for solving engineering problems.<\/jats:p>","DOI":"10.1093\/jcde\/qwac014","type":"journal-article","created":{"date-parts":[[2022,1,25]],"date-time":"2022-01-25T12:13:14Z","timestamp":1643112794000},"page":"519-563","source":"Crossref","is-referenced-by-count":27,"title":["Directional mutation and crossover for immature performance of whale algorithm with application to engineering optimization"],"prefix":"10.1093","volume":"9","author":[{"given":"Ailiang","family":"Qi","sequence":"first","affiliation":[{"name":"College of Computer Science and Technology, Changchun Normal University, Changchun, Jilin 130032, China"}]},{"given":"Dong","family":"Zhao","sequence":"additional","affiliation":[{"name":"College of Computer Science and Technology, Changchun Normal University, Changchun, Jilin 130032, China"}]},{"given":"Fanhua","family":"Yu","sequence":"additional","affiliation":[{"name":"College of Computer Science and Technology, Changchun Normal University, Changchun, Jilin 130032, China"}]},{"given":"Ali Asghar","family":"Heidari","sequence":"additional","affiliation":[{"name":"Department of Computer Science, School of Computing, National University of Singapore, Singapore"}]},{"given":"Huiling","family":"Chen","sequence":"additional","affiliation":[{"name":"College of Computer Science and Artificial Intelligence, Wenzhou University, Wenzhou, Zhejiang 325035, China"}]},{"given":"Lei","family":"Xiao","sequence":"additional","affiliation":[{"name":"College of Computer Science and Artificial Intelligence, Wenzhou University, Wenzhou, Zhejiang 325035, China"}]}],"member":"286","published-online":{"date-parts":[[2022,3,21]]},"reference":[{"key":"2022032112230488600_bib1","doi-asserted-by":"crossref","first-page":"e390","DOI":"10.7717\/peerj-cs.390","article-title":"BCD-WERT: A novel approach for breast cancer detection using whale optimization based efficient features and extremely randomized tree algorithm","volume":"7","author":"Abbas","year":"2021","journal-title":"Peerj Computer Science"},{"key":"2022032112230488600_bib2","doi-asserted-by":"crossref","first-page":"e4617","DOI":"10.1002\/dac.4617","article-title":"Optimal network restructure via improved whale optimization approach","volume":"34","author":"Abd\u00a0Elazim","year":"2021","journal-title":"International Journal of Communication Systems"},{"key":"2022032112230488600_bib3","doi-asserted-by":"crossref","first-page":"12435","DOI":"10.1007\/s11042-020-10313-w","article-title":"Multilevel thresholding image segmentation based on improved volleyball premier league algorithm using whale optimization algorithm","volume":"80","author":"Abd\u00a0Elaziz","year":"2021","journal-title":"Multimedia Tools and Applications"},{"key":"2022032112230488600_bib4","doi-asserted-by":"crossref","first-page":"106642","DOI":"10.1016\/j.asoc.2020.106642","article-title":"HSMA_WOA: A hybrid novel slime mould algorithm with whale optimization algorithm for tackling the image segmentation problem of chest X-ray images","volume":"95","author":"Abdel-Basset","year":"2020","journal-title":"Applied Soft Computing"},{"key":"2022032112230488600_bib5","doi-asserted-by":"crossref","first-page":"e5137","DOI":"10.1002\/cpe.5137","article-title":"A modified hybrid whale optimization algorithm for the scheduling problem in multimedia data objects","volume":"32","author":"Abdel-Basset","year":"2020","journal-title":"Concurrency and Computation-Practice & Experience"},{"key":"2022032112230488600_bib6","doi-asserted-by":"crossref","first-page":"266","DOI":"10.1515\/mt-2020-0039","article-title":"Comparative investigation of the moth-flame algorithm and whale optimization algorithm for optimal spur gear design","volume":"63","author":"Abderazek","year":"2021","journal-title":"Materials Testing"},{"key":"2022032112230488600_bib7","doi-asserted-by":"crossref","first-page":"106092","DOI":"10.1016\/j.asoc.2020.106092","article-title":"Quantum-based whale optimization algorithm for wrapper feature selection","volume":"89","author":"Agrawal","year":"2020","journal-title":"Applied Soft Computing"},{"key":"2022032112230488600_bib8","doi-asserted-by":"crossref","first-page":"115079","DOI":"10.1016\/j.eswa.2021.115079","article-title":"RUN beyond the metaphor: An efficient optimization algorithm based on Runge Kutta method","volume":"181","author":"Ahmadianfar","year":"2021","journal-title":"Expert Systems with Applications"},{"key":"2022032112230488600_bib9","doi-asserted-by":"crossref","first-page":"114243","DOI":"10.1016\/j.eswa.2020.114243","article-title":"Survival exploration strategies for Harris hawks optimizer","volume":"168","author":"Al-Betar","year":"2021","journal-title":"Expert Systems with Applications"},{"key":"2022032112230488600_bib10","doi-asserted-by":"crossref","first-page":"397","DOI":"10.1007\/s00366-020-01042-7","article-title":"Levy-based antlion-inspired optimizers with orthogonal learning scheme","volume":"38","author":"Ba","year":"2020","journal-title":"Engineering with Computers"},{"key":"2022032112230488600_bib11","doi-asserted-by":"crossref","first-page":"15","DOI":"10.1016\/j.gsf.2020.10.009","article-title":"Spatial prediction of landslide susceptibility in western Serbia using hybrid support vector regression (SVR) with GWO, BAT and COA algorithms","volume":"12","author":"Balogun","year":"2021","journal-title":"Geoscience Frontiers"},{"key":"2022032112230488600_bib12","doi-asserted-by":"crossref","first-page":"243","DOI":"10.1016\/j.jcde.2019.02.002","article-title":"IWOA: An improved whale optimization algorithm for optimization problems","volume":"6","author":"Bozorgi","year":"2019","journal-title":"Journal of Computational Design and Engineering"},{"key":"2022032112230488600_bib13","doi-asserted-by":"crossref","first-page":"701","DOI":"10.1007\/s00366-019-00850-w","article-title":"Fine-tuning of neural computing using whale optimization algorithm for predicting compressive strength of concrete","volume":"37","author":"Bui","year":"2021","journal-title":"Engineering with Computers"},{"key":"2022032112230488600_bib14","doi-asserted-by":"crossref","first-page":"112814","DOI":"10.1016\/j.eswa.2019.07.031","article-title":"Evolving an optimal kernel extreme learning machine by using an enhanced grey wolf optimization strategy","volume":"138","author":"Cai","year":"2019","journal-title":"Expert Systems with Applications"},{"key":"2022032112230488600_bib15","doi-asserted-by":"crossref","first-page":"121","DOI":"10.1007\/978-3-030-60376-2_10","article-title":"Grey wolf, firefly and bat algorithms: Three widespread algorithms that do not contain any novelty","volume-title":"Swarm intelligence","author":"Camacho\u00a0Villal\u00f3n","year":"2020"},{"key":"2022032112230488600_bib17","doi-asserted-by":"crossref","first-page":"530","DOI":"10.1016\/j.egyr.2020.02.035","article-title":"An efficient terminal voltage control for PEMFC based on an improved version of whale optimization algorithm","volume":"6","author":"Cao","year":"2020","journal-title":"Energy Reports"},{"key":"2022032112230488600_bib16","doi-asserted-by":"crossref","first-page":"1984","DOI":"10.1109\/TSTE.2021.3075615","article-title":"Risk-averse storage planning for improving RES hosting capacity under uncertain siting choice","volume":"12","author":"Cao","year":"2021","journal-title":"IEEE Transactions on Sustainable Energy"},{"key":"2022032112230488600_bib18","doi-asserted-by":"crossref","first-page":"106012","DOI":"10.1016\/j.soildyn.2019.106012","article-title":"Optimum design of seismic isolation systems using metaheuristic search methods","volume":"131","author":"\u00c7er\u00e7evik","year":"2020","journal-title":"Soil Dynamics and Earthquake Engineering"},{"key":"2022032112230488600_bib19","doi-asserted-by":"crossref","first-page":"12201","DOI":"10.1007\/s00521-019-04368-6","article-title":"Feature selection using binary grey wolf optimizer with elite-based crossover for Arabic text classification","volume":"32","author":"Chantar","year":"2020","journal-title":"Neural Computing and Applications"},{"key":"2022032112230488600_bib24","doi-asserted-by":"crossref","first-page":"45","DOI":"10.1016\/j.apm.2019.02.004","article-title":"A balanced whale optimization algorithm for constrained engineering design problems","volume":"71","author":"Chen","year":"2019","journal-title":"Applied Mathematical Modelling"},{"key":"2022032112230488600_bib20","doi-asserted-by":"crossref","first-page":"4968063","DOI":"10.1155\/2020\/4968063","article-title":"An enhanced comprehensive learning particle swarm optimizer with the elite-based dominance scheme","volume":"2020","author":"Chen","year":"2020","journal-title":"Complexity"},{"key":"2022032112230488600_bib22","doi-asserted-by":"crossref","first-page":"14","DOI":"10.1016\/j.eswa.2019.113018","article-title":"An efficient double adaptive random spare reinforced whale optimization algorithm","volume":"154","author":"Chen","year":"2020","journal-title":"Expert Systems with Applications"},{"key":"2022032112230488600_bib23","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1016\/j.jclepro.2019.118778","article-title":"Parameters identification of photovoltaic cells and modules using diversification-enriched Harris hawks optimization with chaotic driftse","volume":"244","author":"Chen","year":"2020","journal-title":"Journal of Cleaner Production"},{"key":"2022032112230488600_bib25","doi-asserted-by":"crossref","first-page":"113018","DOI":"10.1016\/j.eswa.2019.113018","article-title":"An efficient double adaptive random spare reinforced whale optimization algorithm","volume":"154","author":"Chen","year":"2020","journal-title":"Expert Systems with Applications"},{"key":"2022032112230488600_bib26","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1080\/10106049.2021.1986578","article-title":"Evaluation efficiency of hybrid deep learning algorithms with neural network decision tree and boosting methods for predicting groundwater potential","author":"Chen","year":"2021","journal-title":"Geocarto International"},{"key":"2022032112230488600_bib27","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1016\/S0166-3615(99)00046-9","article-title":"Use of a self-adaptive penalty approach for engineering optimization problems","volume":"41","author":"Coello\u00a0Coello","year":"2000","journal-title":"Computers in Industry"},{"key":"2022032112230488600_bib28","doi-asserted-by":"crossref","first-page":"198","DOI":"10.1016\/j.compind.2019.06.008","article-title":"Logarithmic similarity measure of dynamic neutrosophic cubic sets and its application in medical diagnosis","volume":"111","author":"Cui","year":"2019","journal-title":"Computers in Industry"},{"key":"2022032112230488600_bib29","doi-asserted-by":"crossref","first-page":"5455","DOI":"10.1007\/s00500-020-05545-9","article-title":"Solving engineering optimization problems using an improved real-coded genetic algorithm (IRGA) with directional mutation and crossover","volume":"25","author":"Das","year":"2021","journal-title":"Soft Computing"},{"key":"2022032112230488600_bib30","doi-asserted-by":"crossref","first-page":"7319","DOI":"10.1109\/TIM.2020.2983233","article-title":"An improved quantum-inspired differential evolution algorithm for deep belief network","volume":"69","author":"Deng","year":"2020","journal-title":"IEEE Transactions on Instrumentation & Measurement"},{"key":"2022032112230488600_bib31","article-title":"A novel gate resource allocation method using improved PSO-based QEA","author":"Deng","year":"2020","journal-title":"IEEE Transactions on Intelligent Transportation Systems"},{"key":"2022032112230488600_bib32","doi-asserted-by":"crossref","first-page":"17","DOI":"10.1016\/j.jocs.2018.12.005","article-title":"Biped robot stability based on an A-C parametric whale optimization algorithm","volume":"31","author":"Elhosseini","year":"2019","journal-title":"Journal of Computational Science"},{"key":"2022032112230488600_bib34","doi-asserted-by":"crossref","first-page":"1045","DOI":"10.1016\/j.cogsys.2018.10.004","article-title":"New form of single valued neutrosophic uncertain linguistic variables aggregation operators for decision-making","volume":"52","author":"Fan","year":"2018","journal-title":"Cognitive Systems Research"},{"key":"2022032112230488600_bib33","doi-asserted-by":"crossref","first-page":"1550147719843059","DOI":"10.1177\/1550147719843059","article-title":"Heronian mean operators of linguistic neutrosophic multisets and their multiple attribute decision-making methods","volume":"15","author":"Fan","year":"2019","journal-title":"International Journal of Distributed Sensor Networks"},{"key":"2022032112230488600_bib35","doi-asserted-by":"crossref","first-page":"113486","DOI":"10.1016\/j.eswa.2020.113486","article-title":"Rationalized fruit fly optimization with sine cosine algorithm: A comprehensive analysis","volume":"157","author":"Fan","year":"2020","journal-title":"Expert Systems with Applications"},{"key":"2022032112230488600_bib36","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1093\/jcde\/qwaa011","article-title":"Computer-aided SPT-based reliability model for probability of liquefaction using hybrid PSO and GA","volume":"7","author":"Goharzay","year":"2020","journal-title":"Journal of Computational Design and Engineering"},{"key":"2022032112230488600_bib37","doi-asserted-by":"crossref","first-page":"363","DOI":"10.3233\/JIFS-191747","article-title":"Improved whale optimization algorithm based on random hopping update and random control parameter","volume":"40","author":"Guo","year":"2021","journal-title":"Journal of Intelligent & Fuzzy Systems"},{"key":"2022032112230488600_bib38","first-page":"1","article-title":"Harmonized salp chain-built optimization","volume":"37","author":"Gupta","year":"2019","journal-title":"Engineering with Computers"},{"key":"2022032112230488600_bib40","doi-asserted-by":"crossref","first-page":"849","DOI":"10.1016\/j.future.2019.02.028","article-title":"Harris hawks optimization: Algorithm and applications","volume":"97","author":"Heidari","year":"2019","journal-title":"Future Generation Computer Systems-The International Journal of Escience"},{"key":"2022032112230488600_bib41","doi-asserted-by":"crossref","first-page":"849","DOI":"10.1016\/j.future.2019.02.028","article-title":"Harris hawks optimization: Algorithm and applications","volume":"97","author":"Heidari","year":"2019","journal-title":"Future Generation Computer Systems"},{"key":"2022032112230488600_bib39","doi-asserted-by":"crossref","first-page":"5185","DOI":"10.1007\/s00521-019-04015-0","article-title":"An enhanced associative learning-based exploratory whale optimizer for global optimization","volume":"32","author":"Heidari","year":"2019","journal-title":"Neural Computing and Applications"},{"key":"2022032112230488600_bib43","doi-asserted-by":"crossref","first-page":"105521","DOI":"10.1016\/j.asoc.2019.105521","article-title":"Efficient boosted grey wolf optimizers for global search and kernel extreme learning machine training","volume":"81","author":"Heidari","year":"2019","journal-title":"Applied Soft Computing"},{"key":"2022032112230488600_bib42","doi-asserted-by":"crossref","first-page":"5185","DOI":"10.1007\/s00521-019-04015-0","article-title":"An enhanced associative learning-based exploratory whale optimizer for global optimization","volume":"32","author":"Heidari","year":"2020","journal-title":"Neural Computing & Applications"},{"key":"2022032112230488600_bib45","doi-asserted-by":"crossref","first-page":"1775","DOI":"10.3233\/JIFS-152381","article-title":"A novel object tracking algorithm by fusing color and depth information based on single valued neutrosophic cross-entropy","volume":"32","author":"Hu","year":"2017","journal-title":"Journal of Intelligent & Fuzzy Systems"},{"key":"2022032112230488600_bib46","doi-asserted-by":"crossref","first-page":"e0186427","DOI":"10.1371\/journal.pone.0186427","article-title":"A new machine-learning method to prognosticate paraquat poisoned patients by combining coagulation, liver, and kidney indices","volume":"12","author":"Hu","year":"2017","journal-title":"Plos One"},{"key":"2022032112230488600_bib44","doi-asserted-by":"crossref","first-page":"106684","DOI":"10.1016\/j.knosys.2020.106684","article-title":"Orthogonal learning covariance matrix for defects of grey wolf optimizer: Insights, balance, diversity, and feature selection","volume":"213","author":"Hu","year":"2021","journal-title":"Knowledge-Based Systems"},{"key":"2022032112230488600_bib47","first-page":"1","article-title":"A new fruit fly optimization algorithm enhanced support vector machine for diagnosis of breast cancer based on high-level features","volume":"20","author":"Huang","year":"2019","journal-title":"BMC Bioinformatics [Electronic Resource]"},{"key":"2022032112230488600_bib48","doi-asserted-by":"crossref","first-page":"705","DOI":"10.1093\/jcde\/qwab009","article-title":"A novel particle swarm optimization-based grey model for the prediction of warehouse performance","volume":"8","author":"Islam","year":"2021","journal-title":"Journal of Computational Design and Engineering"},{"key":"2022032112230488600_bib49","doi-asserted-by":"crossref","first-page":"56","DOI":"10.1016\/j.eswa.2018.01.019","article-title":"ASCA-PSO: Adaptive sine cosine optimization algorithm integrated with particle swarm for pairwise local sequence alignment","volume":"99","author":"Issa","year":"2018","journal-title":"Expert Systems with Applications"},{"key":"2022032112230488600_bib50","doi-asserted-by":"crossref","first-page":"603","DOI":"10.1016\/j.apm.2020.01.002","article-title":"An improved whale optimization algorithm with armed force program and strategic adjustment","volume":"81","author":"Jiang","year":"2020","journal-title":"Applied Mathematical Modelling"},{"key":"2022032112230488600_bib51","doi-asserted-by":"crossref","first-page":"238","DOI":"10.3390\/sym13020238","article-title":"An improved whale optimization algorithm with random evolution and special reinforcement dual-operation strategy collaboration","volume":"13","author":"Jin","year":"2021","journal-title":"Symmetry-Basel"},{"key":"2022032112230488600_bib52","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1016\/j.eswa.2020.114139","article-title":"A dynamic framework for tuning SVM hyper parameters based on moth-flame optimization and knowledge-based search","volume":"168","author":"Kalita","year":"2021","journal-title":"Expert Systems with Applications"},{"key":"2022032112230488600_bib53","doi-asserted-by":"crossref","first-page":"275","DOI":"10.1016\/j.jcde.2017.12.006","article-title":"Chaotic whale optimization algorithm","volume":"5","author":"Kaur","year":"2018","journal-title":"Journal of Computational Design and Engineering"},{"key":"2022032112230488600_bib54","doi-asserted-by":"crossref","DOI":"10.1109\/ICNN.1995.488968","article-title":"Particle swarm optimization","volume-title":"Proceedings of ICNN'95 \u2013 International Conference on Neural Networks","author":"Kennedy","year":"1995"},{"key":"2022032112230488600_bib55","doi-asserted-by":"crossref","first-page":"129","DOI":"10.1016\/j.jcde.2018.08.003","article-title":"A PSO-based approach: Scout particle swarm algorithm for continuous global optimization problems","volume":"6","author":"Koyuncu","year":"2019","journal-title":"Journal of Computational Design and Engineering"},{"key":"2022032112230488600_bib56","doi-asserted-by":"crossref","first-page":"983","DOI":"10.1109\/TEC.2017.2669518","article-title":"Single sensor-based MPPT of partially shaded PV system for battery charging by using Cauchy and Gaussian sine cosine optimization","volume":"32","author":"Kumar","year":"2017","journal-title":"IEEE Transactions on Energy Conversion"},{"key":"2022032112230488600_bib57","doi-asserted-by":"crossref","first-page":"30839","DOI":"10.1007\/s11042-020-09399-z","article-title":"Analysis of multiobjective evolutionary algorithms on the biobjective traveling salesman problem (1, 2)","volume":"79","author":"Lai","year":"2020","journal-title":"Multimedia Tools and Applications"},{"key":"2022032112230488600_bib60","first-page":"1","article-title":"An enhanced grey wolf optimization based feature selection wrapped kernel extreme learning machine for medical diagnosis","volume":"2017","author":"Li","year":"2017","journal-title":"Computational and Mathematical Methods in Medicine"},{"key":"2022032112230488600_bib58","doi-asserted-by":"crossref","first-page":"211","DOI":"10.1016\/j.cmpb.2017.10.022","article-title":"Developing a new intelligent system for the diagnosis of tuberculous pleural effusion","volume":"153","author":"Li","year":"2018","journal-title":"Comput Methods Programs Biomed"},{"key":"2022032112230488600_bib61","doi-asserted-by":"crossref","first-page":"300","DOI":"10.1016\/j.future.2020.03.055","article-title":"Slime mould algorithm: A new method for stochastic optimization","volume":"111","author":"Li","year":"2020","journal-title":"Future Generation Computer Systems"},{"key":"2022032112230488600_bib59","doi-asserted-by":"crossref","first-page":"651","DOI":"10.2991\/ijcis.d.210112.002","article-title":"Enhancing whale optimization algorithm with chaotic theory for permutation flow shop scheduling problem","volume":"14","author":"Li","year":"2021","journal-title":"International Journal of Computational Intelligence Systems"},{"key":"2022032112230488600_bib62","doi-asserted-by":"crossref","first-page":"4784","DOI":"10.1109\/TITS.2019.2946711","article-title":"An efficient ant colony system approach for new energy vehicle dispatch problem","volume":"21","author":"Liang","year":"2019","journal-title":"IEEE Transactions on Intelligent Transportation Systems"},{"key":"2022032112230488600_bib63","first-page":"1","article-title":"Chaotic oppositional sine\u2013cosine method for solving global optimization problems","author":"Liang","year":"2020","journal-title":"Engineering with Computers"},{"key":"2022032112230488600_bib64","doi-asserted-by":"crossref","first-page":"6168","DOI":"10.1109\/ACCESS.2017.2695498","article-title":"Levy flight trajectory-based whale optimization algorithm for global optimization","volume":"5","author":"Ling","year":"2017","journal-title":"IEEE Access"},{"key":"2022032112230488600_bib65","doi-asserted-by":"crossref","first-page":"919","DOI":"10.1080\/00207721.2013.801096","article-title":"A fast approach for detection of erythemato-squamous diseases based on extreme learning machine with maximum relevance minimum redundancy feature selection","volume":"46","author":"Liu","year":"2015","journal-title":"International Journal of Systems Science"},{"key":"2022032112230488600_bib66","first-page":"945","article-title":"Tongue image segmentation via thresholding and gray projection","volume":"13","author":"Liu","year":"2019","journal-title":"KSII Transactions on Internet and Information Systems"},{"key":"2022032112230488600_bib68","doi-asserted-by":"crossref","first-page":"113211","DOI":"10.1016\/j.enconman.2020.113211","article-title":"Horizontal and vertical crossover of Harris hawk optimizer with Nelder\u2013Mead simplex for parameter estimation of photovoltaic models","volume":"223","author":"Liu","year":"2020","journal-title":"Energy Conversion and Management"},{"key":"2022032112230488600_bib67","article-title":"Resource-aware distributed differential evolution for training expensive neural-network-based controller in power electronic circuit","author":"Liu","year":"2021","journal-title":"IEEE Transactions on Neural Networks and Learning Systems"},{"key":"2022032112230488600_bib69","doi-asserted-by":"crossref","first-page":"49","DOI":"10.1007\/s42979-019-0050-8","article-title":"Mitigating metaphors: A comprehensible guide to recent nature-inspired algorithms","volume":"1","author":"Lones","year":"2020","journal-title":"SN Computer Science"},{"key":"2022032112230488600_bib70","doi-asserted-by":"crossref","first-page":"384","DOI":"10.3390\/math7050384","article-title":"Improved whale algorithm for solving the flexible job shop scheduling problem","volume":"7","author":"Luan","year":"2019","journal-title":"Mathematics"},{"key":"2022032112230488600_bib71","doi-asserted-by":"crossref","first-page":"109","DOI":"10.1016\/j.apm.2019.03.046","article-title":"Multi-strategy boosted mutative whale-inspired optimization approaches","volume":"73","author":"Luo","year":"2019","journal-title":"Applied Mathematical Modelling"},{"key":"2022032112230488600_bib72","doi-asserted-by":"crossref","first-page":"18","DOI":"10.1016\/j.future.2020.05.020","article-title":"Augmented whale feature selection for IoT attacks: Structure, analysis and applications","volume":"112","author":"Mafarja","year":"2020","journal-title":"Future Generation Computer Systems"},{"key":"2022032112230488600_bib73","doi-asserted-by":"crossref","first-page":"443","DOI":"10.1080\/03081070701303470","article-title":"An empirical study about the usefulness of evolution strategies to solve constrained optimization problems","volume":"37","author":"Mezura-Montes","year":"2008","journal-title":"International Journal of General Systems"},{"key":"2022032112230488600_bib74","doi-asserted-by":"crossref","first-page":"228","DOI":"10.1016\/j.knosys.2015.07.006","article-title":"Moth-flame optimization algorithm: A novel nature-inspired heuristic paradigm","volume":"89","author":"Mirjalili","year":"2015","journal-title":"Knowledge-Based Systems"},{"key":"2022032112230488600_bib75","first-page":"87","article-title":"Grey wolf optimizer: Theory, literature review, and application in computational fluid dynamics problems","volume-title":"Nature-inspired optimizers: Theories, literature reviews and applications","author":"Mirjalili","year":"2020"},{"key":"2022032112230488600_bib76","doi-asserted-by":"crossref","first-page":"1196","DOI":"10.3390\/en14041196","article-title":"An innovative metaheuristic strategy for solar energy management through a neural networks framework","volume":"14","author":"Moayedi","year":"2021","journal-title":"Energies"},{"key":"2022032112230488600_bib77","doi-asserted-by":"crossref","first-page":"1649","DOI":"10.3390\/en14061649","article-title":"Suggesting a stochastic fractal search paradigm in combination with artificial neural network for early prediction of cooling load in residential buildings","volume":"14","author":"Moayedi","year":"2021","journal-title":"Energies"},{"key":"2022032112230488600_bib78","doi-asserted-by":"crossref","first-page":"3198","DOI":"10.3390\/su13063198","article-title":"Synthesizing multi-layer perceptron network with ant lion biogeography-based dragonfly algorithm evolutionary strategy invasive weed and league champion optimization hybrid algorithms in predicting heating load in residential buildings","volume":"13","author":"Moayedi","year":"2021","journal-title":"Sustainability"},{"key":"2022032112230488600_bib79","doi-asserted-by":"crossref","first-page":"2336","DOI":"10.3390\/su13042336","article-title":"Electrical power prediction through a combination of multilayer perceptron with water cycle ant lion and satin bowerbird searching optimizers","volume":"13","author":"Moayedi","year":"2021","journal-title":"Sustainability"},{"key":"2022032112230488600_bib80","doi-asserted-by":"crossref","first-page":"871","DOI":"10.3390\/math9080871","article-title":"Deep learning for wave energy converter modeling using long short-term memory","volume":"9","author":"Mousavi","year":"2021","journal-title":"Mathematics"},{"key":"2022032112230488600_bib81","doi-asserted-by":"crossref","first-page":"1019","DOI":"10.1016\/j.asoc.2017.09.039","article-title":"Hybridizing sine cosine algorithm with differential evolution for global optimization and object tracking","volume":"62","author":"Nenavath","year":"2018","journal-title":"Applied Soft Computing"},{"key":"2022032112230488600_bib82","doi-asserted-by":"crossref","first-page":"408","DOI":"10.3390\/agriculture11050408","article-title":"Prediction of food production using machine learning algorithms of multilayer perceptron and ANFIS","volume":"11","author":"Nosratabadi","year":"2021","journal-title":"Agriculture"},{"key":"2022032112230488600_bib83","doi-asserted-by":"crossref","first-page":"69","DOI":"10.1016\/j.knosys.2011.07.001","article-title":"A new fruit fly optimization algorithm: Taking the financial distress model as an example","volume":"26","author":"Pan","year":"2012","journal-title":"Knowledge-Based Systems"},{"key":"2022032112230488600_bib84","doi-asserted-by":"crossref","first-page":"54","DOI":"10.1016\/j.cie.2018.06.017","article-title":"A scatter simulated annealing algorithm for the bi-objective scheduling problem for the wet station of semiconductor manufacturing","volume":"123","author":"Pang","year":"2018","journal-title":"Computers & Industrial Engineering"},{"key":"2022032112230488600_bib85","doi-asserted-by":"crossref","first-page":"1133","DOI":"10.1109\/TPAMI.2020.3023092","article-title":"Active surveillance via group sparse Bayesian learning","volume":"44","author":"Pei","year":"2020","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"2022032112230488600_bib86","doi-asserted-by":"crossref","first-page":"244","DOI":"10.1016\/j.apm.2020.12.026","article-title":"Discriminative learning of Bayesian network parameters by differential evolution","volume":"93","author":"Platas-L\u00f3pez","year":"2021","journal-title":"Applied Mathematical Modelling"},{"key":"2022032112230488600_bib87","doi-asserted-by":"crossref","first-page":"1646","DOI":"10.1002\/int.22689","article-title":"Sensor network oriented human motion capture via wearable intelligent system","volume":"37","author":"Qiu","year":"2021","journal-title":"International Journal of Intelligent Systems"},{"key":"2022032112230488600_bib88","article-title":"Sensor combination selection strategy for kayak cycle phase segmentation based on body sensor networks","author":"Qiu","year":"2021","journal-title":"IEEE Internet of Things Journal"},{"key":"2022032112230488600_bib89","doi-asserted-by":"crossref","first-page":"17","DOI":"10.1016\/j.eswa.2021.114639","article-title":"A discrete bat algorithm based on Levy flights for Euclidean traveling salesman problem","volume":"172","author":"Saji","year":"2021","journal-title":"Expert Systems with Applications"},{"key":"2022032112230488600_bib92","doi-asserted-by":"crossref","first-page":"8837","DOI":"10.1007\/s00521-019-04464-7","article-title":"The naked mole\u2013rat algorithm","volume":"31","author":"Salgotra","year":"2019","journal-title":"Neural Computing and Applications"},{"key":"2022032112230488600_bib93","doi-asserted-by":"crossref","first-page":"9653","DOI":"10.1007\/s13369-019-04016-0","article-title":"On some improved versions of whale optimization algorithm","volume":"44","author":"Salgotra","year":"2019","journal-title":"Arabian Journal for Science and Engineering"},{"key":"2022032112230488600_bib90","doi-asserted-by":"crossref","first-page":"37","DOI":"10.1016\/j.cma.2021.113916","article-title":"A self-adaptive hybridized differential evolution naked mole\u2013rat algorithm for engineering optimization problems","volume":"383","author":"Salgotra","year":"2021","journal-title":"Computer Methods in Applied Mechanics and Engineering"},{"key":"2022032112230488600_bib91","doi-asserted-by":"crossref","first-page":"35","DOI":"10.1016\/j.knosys.2021.106790","article-title":"A hybridized multi-algorithm strategy for engineering optimization problems","volume":"217","author":"Salgotra","year":"2021","journal-title":"Knowledge-Based Systems"},{"key":"2022032112230488600_bib94","doi-asserted-by":"crossref","first-page":"93","DOI":"10.1007\/978-1-4614-6940-7_4","article-title":"Genetic algorithms","volume-title":"Search methodologies","author":"Sastry","year":"2014"},{"key":"2022032112230488600_bib95","doi-asserted-by":"crossref","first-page":"4023","DOI":"10.3390\/su12104023","article-title":"Modeling and uncertainty analysis of groundwater level using six evolutionary optimization algorithms hybridized with ANFIS, SVM, and ANN","volume":"12","author":"Seifi","year":"2020","journal-title":"Sustainability"},{"key":"2022032112230488600_bib96","doi-asserted-by":"crossref","first-page":"435","DOI":"10.1093\/jcde\/qwaa036","article-title":"Fuzzy swarm trajectory tracking control of unmanned aerial vehicle","volume":"7","author":"Selma","year":"2020","journal-title":"Journal of Computational Design and Engineering"},{"key":"2022032112230488600_bib97","doi-asserted-by":"crossref","first-page":"61","DOI":"10.1016\/j.knosys.2016.01.002","article-title":"Evolving support vector machines using fruit fly optimization for medical data classification","volume":"96","author":"Shen","year":"2016","journal-title":"Knowledge-Based Systems"},{"key":"2022032112230488600_bib98","doi-asserted-by":"crossref","first-page":"1155","DOI":"10.1016\/j.ejor.2006.06.046","article-title":"Ant colony optimization for continuous domains","volume":"185","author":"Socha","year":"2008","journal-title":"European Journal of Operational Research"},{"key":"2022032112230488600_bib99","doi-asserted-by":"crossref","first-page":"106425","DOI":"10.1016\/j.knosys.2020.106425","article-title":"Dimension decided Harris hawks optimization with Gaussian mutation: Balance analysis and diversity patterns","volume":"215","author":"Song","year":"2020","journal-title":"Knowledge-Based Systems"},{"key":"2022032112230488600_bib100","doi-asserted-by":"crossref","first-page":"22","DOI":"10.1155\/2021\/6660115","article-title":"Enhanced success history adaptive DE for parameter optimization of photovoltaic models","volume":"2021","author":"Song","year":"2021","journal-title":"Complexity"},{"key":"2022032112230488600_bib101","first-page":"341","article-title":"Differential evolution \u2013 A simple and efficient heuristic for global optimization over continuous spaces","volume-title":"Journal of Global Optimization volume","author":"Storn","year":"1997"},{"key":"2022032112230488600_bib102","doi-asserted-by":"crossref","first-page":"526","DOI":"10.1002\/tee.23326","article-title":"Scheduling model of power system based on forecasting error of wind power plant output","volume":"16","author":"Sun","year":"2021","journal-title":"IEEJ Transactions on Electrical and Electronic Engineering"},{"key":"2022032112230488600_bib103","doi-asserted-by":"crossref","first-page":"35546","DOI":"10.1109\/ACCESS.2020.2973763","article-title":"Predicting green consumption behaviors of students using efficient firefly grey wolf-assisted K-nearest neighbor classifiers","volume":"8","author":"Tang","year":"2020","journal-title":"IEEE Access"},{"key":"2022032112230488600_bib104","doi-asserted-by":"crossref","first-page":"667375","DOI":"10.3389\/fninf.2021.667375","article-title":"Medical image interpolation using recurrent type-2 fuzzy neural network","volume":"15","author":"Tavoosi","year":"2021","journal-title":"Frontiers in Neuroinformatics"},{"key":"2022032112230488600_bib105","doi-asserted-by":"crossref","first-page":"251","DOI":"10.1007\/978-981-32-9990-0_12","article-title":"Binary Harris hawks optimizer for high-dimensional, low sample size feature selection","volume-title":"Evolutionary machine learning techniques","author":"Thaher","year":"2020"},{"key":"2022032112230488600_bib106","doi-asserted-by":"crossref","first-page":"31","DOI":"10.1016\/j.knosys.2020.106642","article-title":"Evolutionary biogeography-based whale optimization methods with communication structure: Towards measuring the balance","volume":"212","author":"Tu","year":"2021","journal-title":"Knowledge-Based Systems"},{"key":"2022032112230488600_bib107","doi-asserted-by":"crossref","first-page":"106642","DOI":"10.1016\/j.knosys.2020.106642","article-title":"Evolutionary biogeography-based whale optimization methods with communication structure: Towards measuring the balance","volume":"212","author":"Tu","year":"2021","journal-title":"Knowledge-Based Systems"},{"key":"2022032112230488600_bib108","doi-asserted-by":"crossref","first-page":"674","DOI":"10.1007\/s42235-021-0050-y","article-title":"The colony predation algorithm","volume":"18","author":"Tu","year":"2021","journal-title":"Journal of Bionic Engineering"},{"key":"2022032112230488600_bib109","doi-asserted-by":"crossref","first-page":"1688","DOI":"10.1007\/s10489-018-1334-8","article-title":"Improved whale optimization algorithm for feature selection in Arabic sentiment analysis","volume":"49","author":"Tubishat","year":"2019","journal-title":"Applied Intelligence"},{"key":"2022032112230488600_bib110","doi-asserted-by":"crossref","first-page":"158","DOI":"10.1504\/IJBIC.2020.111267","article-title":"An effective improved co-evolution ant colony optimization algorithm with multi-strategies and its application","volume":"16","author":"W","year":"2020","journal-title":"International Journal of Bio-Inspired Computation"},{"key":"2022032112230488600_bib112","doi-asserted-by":"crossref","first-page":"69","DOI":"10.1016\/j.neucom.2017.04.060","article-title":"Toward an optimal kernel extreme learning machine using a chaotic moth-flame optimization strategy with applications in medical diagnoses","volume":"267","author":"Wang","year":"2017","journal-title":"Neurocomputing"},{"key":"2022032112230488600_bib114","doi-asserted-by":"crossref","first-page":"48300","DOI":"10.1109\/ACCESS.2018.2867728","article-title":"A new effective machine learning framework for sepsis diagnosis","volume":"6","author":"Wang","year":"2018","journal-title":"IEEE Access"},{"key":"2022032112230488600_bib113","doi-asserted-by":"crossref","first-page":"105946","DOI":"10.1016\/j.asoc.2019.105946","article-title":"Chaotic multi-swarm whale optimizer boosted support vector machine for medical diagnosis","volume":"88","author":"Wang","year":"2020","journal-title":"Applied Soft Computing"},{"key":"2022032112230488600_bib115","doi-asserted-by":"crossref","first-page":"106437","DOI":"10.1016\/j.knosys.2020.106437","article-title":"Multi-population following behavior-driven fruit fly optimization: A Markov chain convergence proof and comprehensive analysis","volume":"210","author":"Wang","year":"2020","journal-title":"Knowledge-Based Systems"},{"key":"2022032112230488600_bib111","doi-asserted-by":"crossref","first-page":"17672","DOI":"10.1109\/ACCESS.2021.3052800","article-title":"Chaotic arc adaptive grasshopper optimization","volume":"9","author":"Wang","year":"2021","journal-title":"IEEE Access"},{"key":"2022032112230488600_bib116","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1109\/4235.585893","article-title":"No free lunch theorems for optimization","volume":"1","author":"Wolpert","year":"1997","journal-title":"IEEE Transactions on Evolutionary Computation"},{"key":"2022032112230488600_bib117","doi-asserted-by":"crossref","first-page":"105679","DOI":"10.1016\/j.knosys.2020.105679","article-title":"A dummy-based user privacy protection approach for text information retrieval","volume":"195","author":"Wu","year":"2020","journal-title":"Knowledge-Based Systems"},{"key":"2022032112230488600_bib118","doi-asserted-by":"crossref","first-page":"183","DOI":"10.1002\/asi.24227","article-title":"A user sensitive subject protection approach for book search service","volume":"71","author":"Wu","year":"2020","journal-title":"Journal of the Association for Information Science and Technology"},{"key":"2022032112230488600_bib119","doi-asserted-by":"crossref","first-page":"5244","DOI":"10.1109\/TVT.2020.2981633","article-title":"A location privacy-preserving system based on query range cover-up for location-based services","volume":"69","author":"Wu","year":"2020","journal-title":"IEEE Transactions on Vehicular Technology"},{"key":"2022032112230488600_bib120","doi-asserted-by":"crossref","first-page":"106952","DOI":"10.1016\/j.knosys.2021.106952","article-title":"An effective approach for the protection of user commodity viewing privacy in e-commerce website","volume":"220","author":"Wu","year":"2021","journal-title":"Knowledge-Based Systems"},{"key":"2022032112230488600_bib121","doi-asserted-by":"crossref","first-page":"25","DOI":"10.1007\/s11280-020-00830-x","article-title":"Constructing dummy query sequences to protect location privacy and query privacy in location-based services","volume":"24","author":"Wu","year":"2021","journal-title":"World Wide Web"},{"key":"2022032112230488600_bib122","doi-asserted-by":"crossref","first-page":"106526","DOI":"10.1016\/j.asoc.2020.106526","article-title":"An adaptive Harris hawks optimization technique for two dimensional grey gradient based multilevel image thresholding","volume":"95","author":"Wunnava","year":"2020","journal-title":"Applied Soft Computing"},{"key":"2022032112230488600_bib123","doi-asserted-by":"crossref","first-page":"3343","DOI":"10.1109\/TII.2018.2871167","article-title":"Social learning evolution (SLE): Computational experiment-based modeling framework of social manufacturing","volume":"15","author":"Xue","year":"2019","journal-title":"IEEE Transactions on Industrial Informatics"},{"key":"2022032112230488600_bib124","doi-asserted-by":"crossref","DOI":"10.1109\/TSC.2020.3016660","article-title":"Value entropy: A systematic evaluation model of service ecosystem evolution","author":"Xue","year":"2020","journal-title":"IEEE Transactions on Services Computing"},{"key":"2022032112230488600_bib126","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-04944-6_14","volume-title":"Firefly algorithms for multimodal optimization","author":"Yang","year":"2009"},{"key":"2022032112230488600_bib127","doi-asserted-by":"crossref","first-page":"65","DOI":"10.1007\/978-3-642-12538-6_6","article-title":"A new metaheuristic bat-inspired algorithm","volume-title":"Nature Inspired Cooperative Strategies for Optimization (NICSO 2010)","author":"Yang","year":"2010"},{"key":"2022032112230488600_bib130","doi-asserted-by":"crossref","first-page":"51","DOI":"10.1016\/j.knosys.2018.06.004","article-title":"Compact real-valued teaching-learning based optimization with the applications to neural network training","volume":"159","author":"Yang","year":"2018","journal-title":"Knowledge-Based Systems"},{"key":"2022032112230488600_bib125","doi-asserted-by":"crossref","first-page":"9898","DOI":"10.3390\/su13179898","article-title":"Predicting the degree of dissolved oxygen using three types of multi-layer perceptron-based artificial neural networks","volume":"13","author":"Yang","year":"2021","journal-title":"Sustainability"},{"key":"2022032112230488600_bib128","doi-asserted-by":"crossref","first-page":"64","DOI":"10.1016\/j.enganabound.2021.03.012","article-title":"Determination of critical slip surface and safety factor of slope using the vector sum numerical manifold method and MAX-MIN ant colony optimization algorithm","volume":"127","author":"Yang","year":"2021","journal-title":"Engineering Analysis with Boundary Elements"},{"key":"2022032112230488600_bib129","doi-asserted-by":"crossref","first-page":"114864","DOI":"10.1016\/j.eswa.2021.114864","article-title":"Hunger games search: Visions, conception, implementation, deep analysis, perspectives, and towards performance shifts","volume":"177","author":"Yang","year":"2021","journal-title":"Expert Systems with Applications"},{"key":"2022032112230488600_bib131","doi-asserted-by":"crossref","first-page":"9039","DOI":"10.1007\/s00500-019-04434-0","article-title":"Modeling and stability analysis methods of neutrosophic transfer functions","volume":"24","author":"Ye","year":"2020","journal-title":"Soft Computing"},{"key":"2022032112230488600_bib132","doi-asserted-by":"crossref","first-page":"8878686","DOI":"10.1155\/2021\/8878686","article-title":"Modified whale optimization algorithm for solar cell and PV module parameter identification","volume":"2021","author":"Ye","year":"2021","journal-title":"Complexity"},{"key":"2022032112230488600_bib133","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1186\/s13638-018-1254-7","article-title":"A performance optimization strategy based on degree of parallelism and allocation fitness","volume":"2018","author":"Ying","year":"2018","journal-title":"EURASIP Journal on Wireless Communications and Networking"},{"key":"2022032112230488600_bib134","doi-asserted-by":"crossref","DOI":"10.1007\/s00366-020-01234-1","article-title":"SGOA: Annealing-behaved grasshopper optimizer for global tasks","author":"Yu","year":"2021","journal-title":"Engineering with Computers"},{"key":"2022032112230488600_bib135","doi-asserted-by":"crossref","first-page":"106157","DOI":"10.1016\/j.asoc.2020.106157","article-title":"Modified hybrid bat algorithm with genetic crossover operation and smart inertia weight for multilevel image segmentation","volume":"90","author":"Yue","year":"2020","journal-title":"Applied Soft Computing"},{"key":"2022032112230488600_bib136","doi-asserted-by":"crossref","first-page":"704","DOI":"10.1109\/TPDS.2016.2597826","article-title":"Cloudde: A heterogeneous differential evolution algorithm and its distributed cloud version","volume":"28","author":"Zhan","year":"2016","journal-title":"IEEE Transactions on Parallel and Distributed Systems"},{"key":"2022032112230488600_bib141","doi-asserted-by":"crossref","first-page":"238","DOI":"10.1109\/TPAMI.2019.2929043","article-title":"Robust low-rank tensor recovery with rectification and alignment","volume":"43","author":"Zhang","year":"2019","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"2022032112230488600_bib137","first-page":"1","article-title":"A multi-strategy enhanced salp swarm algorithm for global optimization","author":"Zhang","year":"2020","journal-title":"Engineering with Computers"},{"key":"2022032112230488600_bib138","doi-asserted-by":"crossref","first-page":"597","DOI":"10.32604\/cmc.2020.011554","article-title":"A covert communication method using special bitcoin addresses generated by Vanitygen","volume":"65","author":"Zhang","year":"2020","journal-title":"Computers, Materials & Continua"},{"key":"2022032112230488600_bib142","doi-asserted-by":"crossref","first-page":"103003","DOI":"10.1016\/j.cviu.2020.103003","article-title":"Pyramid channel-based feature attention network for image dehazing","volume":"197\u2013198","author":"Zhang","year":"2020","journal-title":"Computer Vision and Image Understanding"},{"key":"2022032112230488600_bib143","doi-asserted-by":"crossref","first-page":"112976","DOI":"10.1016\/j.eswa.2019.112976","article-title":"Gaussian mutational chaotic fruit fly-built optimization and feature selection","volume":"141","author":"Zhang","year":"2020","journal-title":"Expert Systems with Applications"},{"key":"2022032112230488600_bib147","doi-asserted-by":"crossref","first-page":"185","DOI":"10.1016\/j.neucom.2020.10.038","article-title":"Towards augmented kernel extreme learning models for bankruptcy prediction: Algorithmic behavior and comprehensive analysis","volume":"430","author":"Zhang","year":"2020","journal-title":"Neurocomputing"},{"key":"2022032112230488600_bib148","first-page":"1","article-title":"Boosted binary Harris hawks optimizer and feature selection","volume":"37","author":"Zhang","year":"2020","journal-title":"Engineering with Computers"},{"key":"2022032112230488600_bib140","doi-asserted-by":"crossref","first-page":"102249","DOI":"10.1016\/j.cose.2021.102249","article-title":"Resource allocation and trust computing for blockchain-enabled edge computing system","volume":"105","author":"Zhang","year":"2021","journal-title":"Computers & Security"},{"key":"2022032112230488600_bib139","article-title":"Research on a covert communication model realized by using smart contracts in blockchain environment","author":"Zhang","year":"2021","journal-title":"IEEE Systems Journal"},{"key":"2022032112230488600_bib144","doi-asserted-by":"crossref","first-page":"3025","DOI":"10.1109\/TCSVT.2020.3035722","article-title":"Recursive neural network for video deblurring","volume":"31","author":"Zhang","year":"2021","journal-title":"IEEE Transactions on Circuits and Systems for Video Technology"},{"key":"2022032112230488600_bib145","doi-asserted-by":"crossref","first-page":"3005","DOI":"10.1109\/TNNLS.2020.3009209","article-title":"Top-k feature selection framework using robust 0\u20131 integer programming","volume":"32","author":"Zhang","year":"2021","journal-title":"IEEE Transactions on Neural Networks and Learning Systems"},{"key":"2022032112230488600_bib146","doi-asserted-by":"crossref","first-page":"256","DOI":"10.1016\/j.ins.2020.12.042","article-title":"Robust feature learning for adversarial defense via hierarchical feature alignment","volume":"560","author":"Zhang","year":"2021","journal-title":"Information Sciences"},{"key":"2022032112230488600_bib153","doi-asserted-by":"crossref","first-page":"585","DOI":"10.1016\/j.asoc.2014.07.024","article-title":"Feature selection based on improved ant colony optimization for online detection of foreign fiber in cotton","volume":"24","author":"Zhao","year":"2014","journal-title":"Applied Soft Computing"},{"key":"2022032112230488600_bib154","doi-asserted-by":"crossref","first-page":"114","DOI":"10.1016\/j.compeleceng.2015.08.011","article-title":"A two-stage feature selection method with its application","volume":"47","author":"Zhao","year":"2015","journal-title":"Computers & Electrical Engineering"},{"key":"2022032112230488600_bib151","doi-asserted-by":"crossref","first-page":"4165","DOI":"10.1109\/TIM.2019.2948414","article-title":"Performance prediction using high-order differential mathematical morphology gradient spectrum entropy and extreme learning machine","volume":"69","author":"Zhao","year":"2019","journal-title":"IEEE Transactions on Instrumentation & Measurement"},{"key":"2022032112230488600_bib155","doi-asserted-by":"crossref","first-page":"481","DOI":"10.1016\/j.compbiolchem.2018.11.017","article-title":"Chaos enhanced grey wolf optimization wrapped ELM for diagnosis of paraquat-poisoned patients","volume":"78","author":"Zhao","year":"2019","journal-title":"Computational Biology and Chemistry"},{"key":"2022032112230488600_bib149","doi-asserted-by":"crossref","first-page":"114122","DOI":"10.1016\/j.eswa.2020.114122","article-title":"Ant colony optimization with horizontal and vertical crossover search: Fundamental visions for multi-threshold image segmentation","volume":"167","author":"Zhao","year":"2020","journal-title":"Expert Systems with Applications"},{"key":"2022032112230488600_bib150","doi-asserted-by":"crossref","first-page":"106510","DOI":"10.1016\/j.knosys.2020.106510","article-title":"Chaotic random spare ant colony optimization for multi-threshold image segmentation of 2D Kapur entropy","volume":"216","author":"Zhao","year":"2020","journal-title":"Knowledge-Based Systems"},{"key":"2022032112230488600_bib152","doi-asserted-by":"crossref","first-page":"1204","DOI":"10.1093\/jcde\/qwab041","article-title":"An adaptive hybrid atom search optimization with particle swarm optimization and its application to optimal no-load PID design of hydro-turbine governor","volume":"8","author":"Zhao","year":"2021","journal-title":"Journal of Computational Design and Engineering"},{"key":"2022032112230488600_bib156","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1016\/j.cie.2018.06.018","article-title":"A modified particle swarm optimization algorithm for a batch-processing machine scheduling problem with arbitrary release times and non-identical job sizes","volume":"123","author":"Zhou","year":"2018","journal-title":"Computers & Industrial Engineering"},{"key":"2022032112230488600_bib157","doi-asserted-by":"crossref","first-page":"317","DOI":"10.1109\/JSEE.2015.00037","article-title":"Hybridizing grey wolf optimization with differential evolution for global optimization and test scheduling for 3D stacked SoC","volume":"26","author":"Zhu","year":"2015","journal-title":"Journal of Systems Engineering and Electronics"}],"container-title":["Journal of Computational Design and Engineering"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/academic.oup.com\/jcde\/article-pdf\/9\/2\/519\/42961119\/qwac014.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/academic.oup.com\/jcde\/article-pdf\/9\/2\/519\/42961119\/qwac014.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,16]],"date-time":"2023-11-16T07:22:49Z","timestamp":1700119369000},"score":1,"resource":{"primary":{"URL":"https:\/\/academic.oup.com\/jcde\/article\/9\/2\/519\/6551198"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,3,21]]},"references-count":156,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2022,3,21]]}},"URL":"https:\/\/doi.org\/10.1093\/jcde\/qwac014","relation":{},"ISSN":["2288-5048"],"issn-type":[{"value":"2288-5048","type":"electronic"}],"subject":[],"published-other":{"date-parts":[[2022,4]]},"published":{"date-parts":[[2022,3,21]]}}}