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- posterJuly 2018
Visualization of the boundary solutions of high dimensional pareto front from a decision maker's perspective
GECCO '18: Proceedings of the Genetic and Evolutionary Computation Conference CompanionPages 201–202https://doi.org/10.1145/3205651.3205782For the last couple of years, the development of many-objective optimization problems opened new avenues of research in the evolutionary multi-objective optimization domain. There are already a number of algorithms to solve such problems, now the next ...
- posterJuly 2018
Discovering pareto-optimal process models: a comparison of MOEA techniques
GECCO '18: Proceedings of the Genetic and Evolutionary Computation Conference CompanionPages 286–287https://doi.org/10.1145/3205651.3205657Process mining aims at discovering the workflow of a process from the event logs that provide insights into organizational processes for improving these processes and their support systems. Ideally a process mining algorithm should produce a model that ...
- ArticleJune 2010
Using the second-order information in pareto-set computations of a multi-criteria problem
PARA'10: Proceedings of the 10th international conference on Applied Parallel and Scientific Computing - Volume 2Pages 137–147https://doi.org/10.1007/978-3-642-28145-7_14The paper presents an extension of a previously developed interval method for solving multi-criteria problems [13]. The idea is to use second order information (i.e., Hesse matrices of criteria and constraints) in a way analogous to global optimization (...