Approximating the Nondominated Front Using the Pareto Archived Evolution Strategy Export

@article{knowles00paes, abstract = {We introduce a simple evolution scheme for multiobjective optimization problems, called the Pareto Archived Evolution Strategy (PAES). We argue that PAES may represent the simplest possible non-trivial algorithm capable of generating diverse solutions in the Pareto optimal set. The algorithm, in its simplest form, is a (1 + 1) evolution strategy, employing local search but using a reference archive of previously found solutions in order to identify the approximate dominance ranking of the...}, author = {Knowles, Joshua D. and Corne, David}, citeulike-article-id = {2015685}, citeulike-linkout-0 = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.34.1996}, journal = {Evolutionary Computation}, keywords = {local-search, multiobjective, optimization}, number = {2}, pages = {149--172}, posted-at = {2007-11-29 15:01:56}, priority = {3}, title = {Approximating the Nondominated Front Using the Pareto Archived Evolution Strategy}, url = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.34.1996}, volume = {8}, year = {2000} }

TY - JOUR ID - knowles00paes L3 - citeulike-article-id:2015685 N2 - We introduce a simple evolution scheme for multiobjective optimization problems, called the Pareto Archived Evolution Strategy (PAES). We argue that PAES may represent the simplest possible non-trivial algorithm capable of generating diverse solutions in the Pareto optimal set. The algorithm, in its simplest form, is a (1 + 1) evolution strategy, employing local search but using a reference archive of previously found solutions in order to identify the approximate dominance ranking of the... IS - 2 JF - Evolutionary Computation EP - 172 TI - Approximating the Nondominated Front Using the Pareto Archived Evolution Strategy VL - 8 SP - 149 KW - local-search KW - multiobjective KW - optimization AU - Knowles, Joshua AU - Corne, David PY - 2000/// UR - http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.34.1996 ER -