• SPEA2

  • Referenced in 464 articles [sw06686]
  • SPEA2 - The Strength Pareto Evolutionary Algorithm 2: SPEA2 in an elitist multiobjective evolutionary algorithm...
  • ABC

  • Referenced in 278 articles [sw10950]
  • Algorithm (PSO) and Particle Swarm Inspired Evolutionary Algorithm (PS-EA) have been compared. The results...
  • CMA-ES

  • Referenced in 111 articles [sw05063]
  • They belong to the class of evolutionary algorithms and evolutionary computation. An evolutionary algorithm...
  • KEEL

  • Referenced in 107 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...
  • JADE

  • Referenced in 138 articles [sw24855]
  • canonical particle swarm optimization, and other evolutionary algorithms from the literature in terms of convergence...
  • Scatter Search

  • Referenced in 290 articles [sw05291]
  • knowledge. In contrast to other evolutionary methods like genetic algorithms, scatter search is founded...
  • PAES

  • Referenced in 93 articles [sw04159]
  • tested against two well known multiobjective evolutionary algorithms - the Niched Pareto Genetic Algorithm (NPGA...
  • HypE

  • Referenced in 72 articles [sw19794]
  • algorithm for fast hypervolume-based many-objective optimization. In the field of evolutionary multi-criterion ... indicator’s potential; current hypervolume-based search algorithms are limited to problems with only ... detail, we present HypE, a hypervolume estimation algorithm for multi-objective optimization, by which ... comparison to existing multi-objective evolutionary algorithms. HypE is available for download at http://www.tik.ee.ethz.ch...
  • ParaDisEO

  • Referenced in 43 articles [sw01948]
  • broad range of features including evolutionary algorithms (EA), local searches (LS), the most common parallel...
  • SMS-EMOA

  • Referenced in 87 articles [sw11894]
  • comparing the results of evolutionary multiobjective optimisation algorithms (EMOA). The new idea...
  • SIGOA

  • Referenced in 30 articles [sw05065]
  • implementation of optimization algorithms like evolutionary algorithms...
  • PlatEMO

  • Referenced in 21 articles [sw19824]
  • three decades, a large number of evolutionary algorithms have been developed for solving multiobjective optimization ... when the source code of many proposed algorithms has not been made publicly available ... includes more than 50 multi-objective evolutionary algorithms and more than 100 multi-objective test ... enables users to easily compare several evolutionary algorithms at one time and collect statistical results...
  • GEATbx

  • Referenced in 20 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...
  • 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...
  • DEAP

  • Referenced in 25 articles [sw08467]
  • DEAP: evolutionary algorithms made easy. DEAP is a novel evolutionary computation framework for rapid prototyping ... frameworks in that it seeks to make algorithms explicit and data structures transparent, as opposed...
  • CIXL2

  • Referenced in 19 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...
  • rgenoud

  • Referenced in 30 articles [sw08657]
  • Genoud is a function that combines evolutionary search algorithms with derivative-based (Newton or quasi...
  • AbYSS

  • Referenced in 21 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...
  • EOlib

  • Referenced in 19 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...
  • KaHIP

  • Referenced in 13 articles [sw19376]
  • KaFFPaE (KaFFPaEvolutionary) which is a parallel evolutionary algorithm that uses KaFFPa to provide combine ... well as KaBaPE which extends the evolutionary algorithm. Moreover, specialized techniques are included to partition...