• HypE

  • Referenced in 72 articles [sw19794]
  • objective optimization. In the field of evolutionary multi-criterion optimization, the hypervolume indicator ... 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 ... objective problems in comparison to existing multi-objective evolutionary algorithms. HypE is available for download...
  • jMetal

  • Referenced in 64 articles [sw09599]
  • jMetal: a Java framework for developing multi-objective optimization metaheuristics...
  • PISA

  • Referenced in 61 articles [sw01397]
  • benchmark problems), selection modules (evolutionary multi-objective optimizers) and modules for performance assessment...
  • SMPSO

  • Referenced in 25 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...
  • HDF

  • Referenced in 34 articles [sw06119]
  • Hierarchical Data Format) is a multi-object file format that facilitates the transfer of various...
  • PlatEMO

  • Referenced in 19 articles [sw19824]
  • PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization. Over the last three decades ... developed a MATLAB platform for evolutionary multi-objective optimization in this paper, called PlatEMO, which ... includes more than 50 multi-objective evolutionary algorithms and more than 100 multi-objective test...
  • JCell

  • Referenced in 20 articles [sw13353]
  • hierarchical populations, anysotropic selection, a novel multi-objective cGA, etc.). The use of JCell ... optimization, integer programming, continuous optimization, and multi-objective environments, all this with or without constraints...
  • mlr

  • Referenced in 28 articles [sw12357]
  • modern optimization techniques, for single- and multi-objective problems. Filter and wrapper methods for feature...
  • GDE3

  • Referenced in 25 articles [sw18883]
  • case of a problem with a single objective and without constraints GDE3 falls back ... versions in the case of multi-objective problems by giving a better distributed solution. Performance...
  • SAPA

  • Referenced in 16 articles [sw20683]
  • SAPA: A multi-objective metric temporal planner. SAPA is a domain-independent heuristic forward chaining ... capable of handling the multi-objective nature of metric temporal planning. Our technical contributions include...
  • MODENAR

  • Referenced in 11 articles [sw38284]
  • MODENAR: Multi-objective differential evolution algorithm for mining numeric association rules. In this paper ... Pareto-based multi-objective differential evolution (DE) algorithm is proposed as a search strategy...
  • DEMORS

  • Referenced in 8 articles [sw02773]
  • DEMORS: A hybrid multi-objective optimization algorithm using differential evolution and rough set theory ... show how the hybridization of a multi-objective evolutionary algorithm (MOEA) and a local search ... 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...
  • SHARK

  • Referenced in 15 articles [sw13542]
  • SHARK. SHARK is an object-oriented library for the design of adaptive systems ... comprises methods for single- and multi-objective optimization (e.g., evolutionary and gradient-based algorithms...
  • MOIP_AIRA

  • Referenced in 15 articles [sw31877]
  • Burton, B.A. and MacRae, C.A.G., 2014, “Multi-Objective Integer Programming: An Improved Recursive Algorithm”, Journal...
  • HEMO

  • Referenced in 8 articles [sw02403]
  • capability of multi-objective evolutionary algorithms (MOEAs) to handle premature convergence is critically important when ... applied to realworld problems. Their highly multi-modal and discrete search space often makes ... Here an HFC-based Hierarchical Evolutionary Multi-objective Optimization framework (HEMO) is proposed, which ... makes it possible to do reliable multi-objective search without risk of premature convergence...
  • Neurofitter

  • Referenced in 13 articles [sw09289]
  • point comparison of voltage traces and multi-objective functions. We then detail several popular search...
  • BIANCA

  • Referenced in 13 articles [sw02081]
  • methods. BIANCA can also treat constrained multi-objective problems based on the construction...
  • MODIR

  • Referenced in 6 articles [sw36993]
  • Derivative-Free Library - MODIR: A multi-objective DIRECT algorithm for ship hull optimization. The paper ... concerned with black-box nonlinear constrained multi-objective optimization problems. Our interest is the definition ... multi-objective deterministic partition-based algorithm. The main target of the proposed algorithm ... hybrid algorithm by coupling a multi-objective DIRECT-type algorithm with an efficient derivative-free...
  • MOPED

  • Referenced in 12 articles [sw02388]
  • evolutionary multi-objective optimization tool based on an estimation of distribution algorithm is proposed...
  • 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...