Multi-Objective Optimization Using Evolutionary Algorithms
Multi-Objective Optimization Using Evolutionary Algorithms
Journal of Global Optimization
Combining convergence and diversity in evolutionary multiobjective optimization
Evolutionary Computation
knowCube: a visual and interactive support for multicriteria decision making
Computers and Operations Research
An effective use of crowding distance in multiobjective particle swarm optimization
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Approximating the Nondominated Front Using the Pareto Archived Evolution Strategy
Evolutionary Computation
Model-based optimisation of Wastewater Treatment Plants design
Environmental Modelling & Software
Multiobjective Optimization: Interactive and Evolutionary Approaches
Multiobjective Optimization: Interactive and Evolutionary Approaches
A fast and effective method for pruning of non-dominated solutions in many-objective problems
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
DEMO: differential evolution for multiobjective optimization
EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization
NEOS server usage in wastewater treatment cost minimization
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part IV
A fast and elitist multiobjective genetic algorithm: NSGA-II
IEEE Transactions on Evolutionary Computation
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This paper describes applying a new EMO algorithm for a real-world optimization problem arising from wastewater treatment. In addition, the results are compared to the ones obtained by applying the interactive multiobjective optimization tool IND-NIMBUS to the same problem. How the comparison should be made is not self-evident but we try to highlight the pros and cons of both the evolutionary multiobjective optimization and the multiple criteria decision making fields in the context of the wastewater treatment plant design problem considered.