Skip to content

Releases: thieu1995/mealpy

v0.3.0

17 Mar 17:05
Compare
Choose a tag to compare

Change models

  • Physics_based: Added some recent physics-based meta-heuristic algorithms
    • WDO - Wind Driven Optimization
    • MVO - Multi-Verse Optimizer
    • TWO - Tug of War Optimization
      • BaseTWO: The original version
      • OppoTWO / OTWO: Opposition-based + TWO
      • LevyTWO: Levy + TWO
      • ITWO: Levy + Opposition-based + TWO
    • EFO - Electromagnetic Field Optimization
      • OriginalEFO: The original version
      • BaseEFO: My version (changed the flow of the algorithm)

Change others

  • models_history.csv: Update history of meta-heuristic algorithms

v0.2.2

17 Mar 09:53
Compare
Choose a tag to compare

Change models

  • Swarm_based: Added the state-of-the-art swarm-based meta-heuristic algorithms
    • SRSR - Swarm Robotics Search And Rescue
    • GOA - Grasshopper Optimisation Algorithm
    • EOA - Earthworm Optimisation Algorithm
    • MSA - Moth Search Algorithm
    • RHO - Rhino Herd Optimization
      • BaseRHO: The original
      • MyRHO: A little bit changed from BaseRHO version
      • Version3RH: A little bit changed from MyRHO version
    • EPO - Emperor Penguin Optimizer
      • OriginalEPO: Not working
      • BaseEPO: My version and works
    • NMRA - Nake Mole-rat Algorithm
      • BaseNMRA: The original
      • LevyNMR: Levy + BaseNMRA
    • BES - Bald Eagle Search
    • PFA - Pathfinder Algorithm
      • BasePFA: The original
      • OPFA: Opposition-based PFA
      • LPFA: Levy-based PFA
      • IPFA: Improved PFA (Levy + Opposition + PFA)
      • DePFA: DE + PFA
      • LevyDePFA: Levy + DE + PFA
    • SFO - Sailfish Optimizer
      • BaseSFO: The original
      • ImprovedSFO: Changed Equations + Opposition-based + SFO
    • HHO - Harris Hawks Optimization
    • MRFO - Manta Ray Foraging Optimization
      • BaseMRFO: The original
      • MyMRFO: The version I changed the flow of the original one

Change others

  • models_history.csv: Update history of meta-heuristic algorithms

v0.2.1

17 Mar 07:43
Compare
Choose a tag to compare

Change models

  • Swarm_based: Added more recently algorithm (since 2010 to 2016)
    • OriginalALO, BaseALO - Ant Lion Optimizer
    • OriginalBA, AdaptiveBA, BaseBA - Bat Algorithm
    • BSA - Bird Swarm Algorithm
    • GWO - Grey Wolf Optimizer
    • MFO - Moth-flame optimization
    • SSA - Social Spider Algorithm
    • SSO - Social Spider Optimization

Change others

  • models_history.csv: Update history of meta-heuristic algorithms

v0.2.0

17 Mar 04:21
Compare
Choose a tag to compare

Change models

  • root.py : Add 1 more helper functions
  • Swarm_based: Added
    • PSO
    • BFO, ABFOLS (Adaptive version of BFO)
    • CSO
    • ABC
    • WOA

Change others

  • models_history.csv: Adding history of meta-heuristic algorithms

v0.1.1

17 Mar 02:43
Compare
Choose a tag to compare

Change models

  • root.py : Add more helper functions
  • Evolutionary_based
    • GA : Change the format of input parameters
    • DE : Change the format of input parameters

Change others

  • Examples: Adding more complex examples
  • Library: "Opfunu" update the latest verion 0.4.3

v0.1.0

16 Mar 10:25
Compare
Choose a tag to compare

Changed models

  • root.py (Very first file, the root of all algorithms)
  • Evolutionary_based
    • GA
    • DE