• PISA

  • Referenced in 59 articles [sw01397]
  • benchmark problems), selection modules (evolutionary multi-objective optimizers) and modules for performance assessment...
  • HypE

  • Referenced in 44 articles [sw19794]
  • optimization. In the field of evolutionary multi-criterion optimization, the hypervolume indicator is the only ... HypE, a hypervolume estimation algorithm for multi-objective optimization, by which the accuracy ... statistically compare the outcomes of different multi-objective optimizers with respect to the hypervolume ... many-objective problems in comparison to existing multi-objective evolutionary algorithms. HypE is available...
  • jMetal

  • Referenced in 51 articles [sw09599]
  • jMetal: a Java framework for developing multi-objective optimization metaheuristics...
  • SMPSO

  • Referenced in 18 articles [sw23795]
  • Multi-objective particle swarm optimizers: An experimental comparison. Particle Swarm Optimization (PSO) has received increasing ... appearance in the mid-1990s. Regarding multi-objective optimization, a considerable number of algorithms based ... Multi-Objective Particle Swarm Optimizers (MOPSOs) can be found in the specialized literature. Unfortunately...
  • SHARK

  • Referenced in 15 articles [sw13542]
  • comprises methods for single- and multi-objective optimization (e.g., evolutionary and gradient-based algorithms...
  • DEMORS

  • Referenced in 8 articles [sw02773]
  • DEMORS: A hybrid multi-objective optimization algorithm using differential evolution and rough set theory ... algorithm able to solve difficult constrained multi-objective optimization problems at a moderate computational cost ... which was limited to unconstrained multi-objective optimization problems. Here, the main idea ... Pareto front of a constrained multi-objective optimization problem while performing a relatively low number...
  • JCell

  • Referenced in 19 articles [sw13353]
  • hierarchical populations, anysotropic selection, a novel multi-objective cGA, etc.). The use of JCell ... combinatorial optimization, integer programming, continuous optimization, and multi-objective environments, all this with or without...
  • NSGA-II

  • Referenced in 8 articles [sw06582]
  • NSGA-II is a very famous multi-objective optimization algorithm. I submitted an example previously ... this can be adopted for any multi-objective optimization...
  • METCO

  • Referenced in 6 articles [sw19036]
  • parallel plugin-based framework for multi-objective optimization. This paper presents a parallel framework ... solution of multi-objective optimization problems. The framework implements some of the best known multi...
  • MOPED

  • Referenced in 9 articles [sw02388]
  • evolutionary multi-objective optimization tool based on an estimation of distribution algorithm is proposed...
  • HEMO

  • Referenced in 8 articles [sw02403]
  • Here an HFC-based Hierarchical Evolutionary Multi-objective Optimization framework (HEMO) is proposed, which ... difficult multi-modal problems. HEMO makes it possible to do reliable multi-objective search without...
  • MONEDA

  • Referenced in 4 articles [sw19793]
  • MONEDA: scalable multi-objective optimization with a neural network-based estimation of distribution algorithm ... multi-objective domain has led to multi-objective optimization EDAs (MOEDAs). Most MOEDAs have limited ... significant improvement regarding “standard” multi-objective optimization evolutionary algorithms. Adapting the model-building algorithm ... capable of scalably solving continuous multi-objective optimization problems. It performs better than similar algorithms...
  • mlr

  • Referenced in 22 articles [sw12357]
  • Hyperparameter tuning with modern optimization techniques, for single- and multi-objective problems. Filter and wrapper...
  • PlatEMO

  • Referenced in 4 articles [sw19824]
  • PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization. Over the last three decades ... algorithms have been developed for solving multiobjective optimization problems. However, there lacks ... developed a MATLAB platform for evolutionary multi-objective optimization in this paper, called PlatEMO, which...
  • OPT4J

  • Referenced in 6 articles [sw07054]
  • computation. It contains a set of (multi-objective) optimization algorithms such as evolutionary algorithms (including...
  • UNDX

  • Referenced in 3 articles [sw03438]
  • capability of global optimization and multi-objective optimization against two serious problems in conventional lens ... lens design problem as a multi-objective optimization problem, we propose a real-coded multi ... objective GA that explicitly optimizes tbe two criteria, the resolution and the distortion. We show ... proposed method in multi-objective lens optimization by applying it to a three-element lens...
  • EMOPSO

  • Referenced in 4 articles [sw14001]
  • EMOPSO: a multi-objective particle swarm optimizer with emphasis on efficiency. This paper presents ... Efficient Multi-Objective Particle Swarm Optimizer (EMOPSO), which is an improved version of a multi ... reported so far for any multi-objective particle swarm optimizer. Our results are compared with...
  • COMBAT

  • Referenced in 4 articles [sw03242]
  • Multi-objective combinatorial optimization for selecting best available techniques (BAT) in the industrial sector ... some major pollutants. The developed multi-objective optimization model is addressed using two methods...
  • D2MOPSO

  • Referenced in 4 articles [sw09958]
  • MOPSO: Multi-Objective Particle Swarm Optimizer Based on Decomposition and Dominance. D 2 MOPSO ... multi-objective particle swarm optimizer that incorporates the dominance concept with the decomposition approach. Whilst ... decomposition simplifies the multi-objective problem (MOP) by rewriting it as a set of aggregation...
  • mlrMBO

  • Referenced in 4 articles [sw19214]
  • expensive black-box optimization by approximating the given objective function through a surrogate regression model ... designed for both single- and multi-objective optimization with mixed continuous, categorical and conditional parameters...