• PISA

  • Referenced in 45 articles [sw01397]
  • benchmark problems), selection modules (evolutionary multi-objective optimizers) and modules for performance assessment...
  • jMetal

  • Referenced in 33 articles [sw09599]
  • jMetal: a Java framework for developing multi-objective optimization metaheuristics...
  • DEMORS

  • Referenced in 7 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...
  • SHARK

  • Referenced in 12 articles [sw13542]
  • comprises methods for single- and multi-objective optimization (e.g., evolutionary and gradient-based algorithms...
  • JCell

  • Referenced in 15 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...
  • 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...
  • MOPED

  • Referenced in 8 articles [sw02388]
  • evolutionary multi-objective optimization tool based on an estimation of distribution algorithm is proposed...
  • NSGA-II

  • Referenced in 4 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...
  • 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...
  • DCMOGADES

  • Referenced in 2 articles [sw02761]
  • DCMOGADES: Distributed cooperation model of multi-objective genetic algorithm with distributed scheme To find design ... maximize values of objective functions is called an optimization problem. Optimization problems are often found ... objectives. These optimization problems are called multi-objective optimization problems. Usually, since there ... goals of multi-objective optimization problems. Genetic Algorithm (GA) that simulates species’ heredity and evolution...
  • modeFrontier

  • Referenced in 9 articles [sw08526]
  • integration platform for multi-objective and multi-disciplinary optimization. It provides a seamless coupling with...
  • AIDA-CMK

  • Referenced in 1 article [sw11524]
  • AIDA, with a new multi-objective multi-constraint optimization module that constructs a base ... solution implements three approaches to multi-objective multi-constraint optimization, namely, an evolutionary approach with ... single and multi-kernel algorithms.The three multi-objective optimization approaches were validated with CEC2009 benchmarks ... constrained multi-objective optimization and tested with real analog IC design problems. The achieved results...
  • BMOBench

  • Referenced in 1 article [sw15106]
  • Black-Box Multi-Objective Optimization Benchmarking (BMOB) Platform. The aim of this platform ... /consolidate/ black-box multi-objectives problems from the literature into a single framework; which makes ... easier for researchers in the Multi-Objective Optimization community to compare, assess, and analyze previous ... established problems from the multi-objective optimization community and automatically get the experiments results...
  • OPT4J

  • Referenced in 2 articles [sw07054]
  • computation. It contains a set of (multi-objective) optimization algorithms such as evolutionary algorithms (including...
  • MOPSO-II

  • Referenced in 1 article [sw10469]
  • improved multi-objective particle swarm optimization algorithm --- MOPSO-II. This paper proposes an improved multi ... objective particle swarm optimization algorithm (MOPSO-II for short). In this algorithm, a disturbance vector ... advantages in the field of solving multi-objective optimization problems...
  • mlr

  • Referenced in 7 articles [sw12357]
  • Hyperparameter tuning with modern optimization techniques, for single- and multi-objective problems. Filter and wrapper...
  • Guimoo

  • Referenced in 1 article [sw04157]
  • Guimoo: Graphical User Interface for Multi Objective Optimization Guimoo is a free software dedicated ... analysis of results in multi-objective optimization Its main features enable : The on-line visualization...