@article{eiben1999parameter, title={Parameter control in evolutionary algorithms}, author={Eiben, {\'A}goston E and Hinterding, Robert and Michalewicz, Zbigniew}, journal={IEEE Transactions on evolutionary computation}, volume={3}, number={2}, pages={124--141}, year={1999}, publisher={IEEE} } @article{dimopoulos2000recent, title={Recent developments in evolutionary computation for manufacturing optimization: problems, solutions, and comparisons}, author={Dimopoulos, Christos and Zalzala, Ali MS}, journal={IEEE transactions on evolutionary computation}, volume={4}, number={2}, pages={93--113}, year={2000}, publisher={IEEE} } @article{sierra2001evolution, title={Evolution of functional link networks}, author={Sierra, Alejandro and Macias, Jose A. and Corbacho, F}, journal={IEEE Transactions on Evolutionary Computation}, volume={5}, number={1}, pages={54--65}, year={2001}, publisher={IEEE} } @article{clerc2002particle, title={The particle swarm-explosion, stability, and convergence in a multidimensional complex space}, author={Clerc, Maurice and Kennedy, James}, journal={IEEE transactions on Evolutionary Computation}, volume={6}, number={1}, pages={58--73}, year={2002}, publisher={IEEE} } @article{knowles2003properties, title={Properties of an adaptive archiving algorithm for storing nondominated vectors}, author={Knowles, Joshua and Corne, David}, journal={IEEE Transactions on Evolutionary Computation}, volume={7}, number={2}, pages={100--116}, year={2003}, publisher={IEEE} } @article{prugel2004symmetry, title={Symmetry breaking in population-based optimization}, author={Prugel-Bennett, Adam}, journal={IEEE Transactions on Evolutionary Computation}, volume={8}, number={1}, pages={63--79}, year={2004}, publisher={IEEE} } @article{blum2005search, title={Search bias in ant colony optimization: On the role of competition-balanced systems}, author={Blum, Christian and Dorigo, Marco}, journal={IEEE Transactions on Evolutionary Computation}, volume={9}, number={2}, pages={159--174}, year={2005}, publisher={IEEE} } @article{knowles2006parego, title={ParEGO: A hybrid algorithm with on-line landscape approximation for expensive multiobjective optimization problems}, author={Knowles, Joshua}, journal={IEEE Transactions on Evolutionary Computation}, volume={10}, number={1}, pages={50--66}, year={2006}, publisher={IEEE} } @article{zhang2007moea, title={MOEA/D: A multiobjective evolutionary algorithm based on decomposition}, author={Zhang, Qingfu and Li, Hui}, journal={IEEE Transactions on evolutionary computation}, volume={11}, number={6}, pages={712--731}, year={2007}, publisher={IEEE} } @article{chong2008measuring, title={Measuring generalization performance in coevolutionary learning}, author={Chong, Siang Yew and Tino, Peter and Yao, Xin}, journal={IEEE Transactions on evolutionary computation}, volume={12}, number={4}, pages={479--505}, year={2008}, publisher={IEEE} } @article{qin2008differential, title={Differential evolution algorithm with strategy adaptation for global numerical optimization}, author={Qin, A Kai and Huang, Vicky Ling and Suganthan, Ponnuthurai N}, journal={IEEE transactions on Evolutionary Computation}, volume={13}, number={2}, pages={398--417}, year={2008}, publisher={IEEE} } @article{nguyen2009probabilistic, title={A probabilistic memetic framework}, author={Nguyen, Quang Huy and Ong, Yew-Soon and Lim, Meng Hiot}, journal={IEEE Transactions on evolutionary Computation}, volume={13}, number={3}, pages={604--623}, year={2009}, publisher={IEEE} } @article{lara2009hcs, title={HCS: A new local search strategy for memetic multiobjective evolutionary algorithms}, author={Lara, Adriana and Sanchez, Gustavo and Coello, Carlos A Coello and Schutze, Oliver}, journal={IEEE Transactions on Evolutionary Computation}, volume={14}, number={1}, pages={112--132}, year={2009}, publisher={IEEE} } @article{schutze2012using, title={Using the averaged Hausdorff distance as a performance measure in evolutionary multiobjective optimization}, author={Schutze, Oliver and Esquivel, Xavier and Lara, Adriana and Coello, Carlos A Coello}, journal={IEEE Transactions on Evolutionary Computation}, volume={16}, number={4}, pages={504--522}, year={2012}, publisher={IEEE} } @article{bhowan2012evolving, title={Evolving diverse ensembles using genetic programming for classification with unbalanced data}, author={Bhowan, Urvesh and Johnston, Mark and Zhang, Mengjie and Yao, Xin}, journal={IEEE Transactions on Evolutionary Computation}, volume={17}, number={3}, pages={368--386}, year={2012}, publisher={IEEE} } @article{omidvar2013cooperative, title={Cooperative co-evolution with differential grouping for large scale optimization}, author={Omidvar, Mohammad Nabi and Li, Xiaodong and Mei, Yi and Yao, Xin}, journal={IEEE Transactions on evolutionary computation}, volume={18}, number={3}, pages={378--393}, year={2013}, publisher={IEEE} } @article{deb2013evolutionary, title={An evolutionary many-objective optimization algorithm using reference-point-based nondominated sorting approach, part I: solving problems with box constraints}, author={Deb, Kalyanmoy and Jain, Himanshu}, journal={IEEE transactions on evolutionary computation}, volume={18}, number={4}, pages={577--601}, year={2013}, publisher={IEEE} } @article{zhang2014efficient, title={An efficient approach to nondominated sorting for evolutionary multiobjective optimization}, author={Zhang, Xingyi and Tian, Ye and Cheng, Ran and Jin, Yaochu}, journal={IEEE Transactions on Evolutionary Computation}, volume={19}, number={2}, pages={201--213}, year={2014}, publisher={IEEE} } @article{gupta2015multifactorial, title={Multifactorial evolution: toward evolutionary multitasking}, author={Gupta, Abhishek and Ong, Yew-Soon and Feng, Liang}, journal={IEEE Transactions on Evolutionary Computation}, volume={20}, number={3}, pages={343--357}, year={2015}, publisher={IEEE} } @article{ishibuchi2016performance, title={Performance of decomposition-based many-objective algorithms strongly depends on Pareto front shapes}, author={Ishibuchi, Hisao and Setoguchi, Yu and Masuda, Hiroyuki and Nojima, Yusuke}, journal={IEEE Transactions on Evolutionary Computation}, volume={21}, number={2}, pages={169--190}, year={2016}, publisher={IEEE} } @article{zhang2016decision, title={A decision variable clustering-based evolutionary algorithm for large-scale many-objective optimization}, author={Zhang, Xingyi and Tian, Ye and Cheng, Ran and Jin, Yaochu}, journal={IEEE Transactions on Evolutionary Computation}, volume={22}, number={1}, pages={97--112}, year={2016}, publisher={IEEE} } @article{su2019one, title={One pixel attack for fooling deep neural networks}, author={Su, Jiawei and Vargas, Danilo Vasconcellos and Sakurai, Kouichi}, journal={IEEE Transactions on Evolutionary Computation}, volume={23}, number={5}, pages={828--841}, year={2019}, publisher={IEEE} } @article{bali2019multifactorial, title={Multifactorial evolutionary algorithm with online transfer parameter estimation: MFEA-II}, author={Bali, Kavitesh Kumar and Ong, Yew-Soon and Gupta, Abhishek and Tan, Puay Siew}, journal={IEEE Transactions on Evolutionary Computation}, volume={24}, number={1}, pages={69--83}, year={2019}, publisher={IEEE} }