• SPEA2

  • Referenced in 314 articles [sw06686]
  • SPEA2 - The Strength Pareto Evolutionary Algorithm 2: SPEA2 in an elitist multiobjective evolutionary algorithm...
  • ABC

  • Referenced in 134 articles [sw10950]
  • Algorithm (PSO) and Particle Swarm Inspired Evolutionary Algorithm (PS-EA) have been compared. The results...
  • KEEL

  • Referenced in 77 articles [sw06791]
  • KEEL: a software tool to assess evolutionary algorithms for data mining problems. This paper introduces ... software tool to assess evolutionary algorithms for Data Mining problems of various kinds including ... classification, unsupervised learning, etc. It includes evolutionary learning algorithms based on different approaches: Pittsburgh, Michigan ... well as the integration of evolutionary learning techniques with different pre-processing techniques, allowing...
  • CMA-ES

  • Referenced in 69 articles [sw05063]
  • They belong to the class of evolutionary algorithms and evolutionary computation. An evolutionary algorithm...
  • Scatter Search

  • Referenced in 235 articles [sw05291]
  • knowledge. In contrast to other evolutionary methods like genetic algorithms, scatter search is founded...
  • PAES

  • Referenced in 76 articles [sw04159]
  • tested against two well known multiobjective evolutionary algorithms - the Niched Pareto Genetic Algorithm (NPGA...
  • ParaDisEO

  • Referenced in 35 articles [sw01948]
  • broad range of features including evolutionary algorithms (EA), local searches (LS), the most common parallel...
  • SOMA

  • Referenced in 21 articles [sw02480]
  • SOMA, and generally speaking any evolutionary algorithm, can be used in regards to any optimization ... such as real or integer variables. Evolutionary algorithms are quite popular because they allow...
  • CIXL2

  • Referenced in 18 articles [sw03302]
  • CIXL2: a crossover operator for evolutionary algorithms based on population features. We propose a crossover ... operator for evolutionary algorithms with real values that is based on the statistical theory...
  • GEATbx

  • Referenced in 14 articles [sw08590]
  • GEATbx - The Genetic and Evolutionary Algorithm Toolbox for Matlab. The Genetic and Evolutionary Algorithm Toolbox ... method of choice! Powerful genetic and evolutionary algorithms find solutions to your problems...
  • SIGOA

  • Referenced in 18 articles [sw05065]
  • implementation of optimization algorithms like evolutionary algorithms...
  • SMS-EMOA

  • Referenced in 43 articles [sw11894]
  • comparing the results of evolutionary multiobjective optimisation algorithms (EMOA). The new idea...
  • EOlib

  • Referenced in 17 articles [sw00239]
  • evolutionary computation library which helps you to write your own stochastic optimization algorithms insanely fast.Evolutionary ... produce the best results. These are stochastic algorithms, because they iteratively use random processes ... easily design evolutionary algorithms that will find solutions to virtually all kind of hard optimization...
  • JCLEC

  • Referenced in 16 articles [sw08869]
  • Java software system for the development of evolutionary computation applications. This system has been designed ... runner is a scripting environment to run algorithms in batch mode; finally, GenLab ... interface that allows users to configure an algorithm, to execute it interactively and to visualize ... knapsack problem by means of evolutionary algorithms...
  • MOTGA

  • Referenced in 14 articles [sw02666]
  • called MOTGA (multiple objective Chebyshev based genetic algorithm) has been designed to the multiobjective multidimensional ... compared with the outcomes of other evolutionary algorithms...
  • AbYSS

  • Referenced in 12 articles [sw09881]
  • domain. The result is a hybrid metaheuristic algorithm called Archive-Based hYbrid Scatter Search (AbYSS ... uses mutation and crossover operators from evolutionary algorithms. AbYSS incorporates typical concepts from the multiobjective...
  • EASEA

  • Referenced in 12 articles [sw07058]
  • EASEA (EAsy Specification of Evolutionary Algorithms) is an Artificial Evolution platform that allows scientists with...
  • PAMUC

  • Referenced in 8 articles [sw02537]
  • handle with constraints and multiobjectivity in evolutionary algorithms. Multiobjective optimization using evolutionary algorithms...
  • HEMO

  • Referenced in 8 articles [sw02403]
  • capability of multi-objective evolutionary algorithms (MOEAs) to handle premature convergence is critically important when ... fundamental cause of premature convergence in evolutionary search has led to proposing of a generic...
  • METCO

  • Referenced in 4 articles [sw19036]
  • best known multi-objective evolutionary algorithms. The plugin-based architecture of the framework minimizes ... incorporate their own problems and evolutionary algorithms, and facilitates tool maintenance. A wide variety ... cooperation of a set of evolutionary algorithms. The aim of the new model ... generality at which most current evolutionary algorithms operate. This way, a wider range of problems...