Optimization Algorithm
An optimization algorithm is a procedure which is executed iteratively by comparing various solutions till an optimum or a satisfactory solution is found. Below we have listed various optimization algorithm that can be developed using Matlab/Python programming and can be applied on electrical and power system applications.
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NATURE- AND BIO-INSPIRED META-HEURISTICS WITHIN THE BREEDING-BASED EVOLUTION CATEGORY
Artificial Infections Disease Optimization AIDO 2016
Asexual Reproduction Optimization ARO 2010
Biogeography Based Optimization BBO 2008
Bird Mating Optimization BMO 2014
Bean Optimization Algorithm BOA 2011
Coral Reefs Optimization CRO 2014
Dendritic Cells Algorithm DCA 2005
Differential Evolution DE 1997
Ecogeography-Based Optimization EBO 2014
Eco-Inspired Evolutionary Algorithm EEA 2011
Earthworm Optimization Algorithm EOA 2018
Evolution Strategies ES 2002
Genetic Algorithms GA 1989
Gene Expression GE 2001
Immune-Inspired Computational Intelligence ICI 2008
Improved Genetic Immune Algorithm IGIA 2017
Weed Colonization Optimization IWO 2006
Marriage In Honey Bees Optimization MHBO 2001
Queen-Bee Evolution QBE 2003
SuperBug Algorithm SuA 2012
Stem Cells Algorithm SCA 2011
Sheep Flock Heredity Model SFHM 2001
Swine Influenza Models Based Optimization SIMBO 2013
Self-Organizing Migrating Algorithm SOMA 2004
Variable Mesh Optimization VMO 2012
Virulence Optimization Algorithm VOA 2016
NATURE- AND BIO-INSPIRED META-HEURISTICS WITHIN THE SWARM INTELLIGENCE CATEGORY
Artificial Algae Algorithm AAA Micro Movement 2015
Artificial Beehive Algorithm ABA Flying Foraging 2009
Artificial Bee Colony ABC Flying Foraging 2007
Animal Behavior Hunting ABH Other Foraging 2014
African Buffalo Optimization ABO Terrestrial Foraging 2016
Andean Condor Algorithm ACA Flying Foraging 2019
Ant Colony Optimization ACO Terrestrial Foraging 1996
Ant Lion Optimizer ALO Terrestrial Foraging 2015
Artificial Searching Swarm Algorithm ASSA Other Movement 2009
Artificial Tribe Algorithm ATA Other Movement 2009
African Wild Dog Algorithm AWDA Terrestrial Foraging 2013
Bald Eagle Search BES Flying Foraging 2019
Bees Algorithm BA Flying Foraging 2006
Bumblebees BB Flying Foraging 2009
Bison Behavior Algorithm BBA Terrestrial Movement 2019
Bee Colony-Inspired Algorithm BCIA Flying Foraging 2009
Bee Colony Optimization BCO Flying Foraging 2005
Bacterial Colony Optimization BCO.1 Micro Foraging 2012
Bacterial Chemotaxis Optimization BCO.2 Micro Foraging 2002
Biomimicry Of Social Foraging Bacteria for Distributed Optimization
Binary Whale Optimization Algorithm BWOA Aquatic Foraging 2019
BFOA Micro Foraging 2002
Bacterial Foraging Optimization BFOA.1 Micro Foraging 2009
Bacterial-GA Foraging BGAF Micro Foraging 2007
BeeHive Algorithm BHA Flying Foraging 2004
Bees Life Algorithm BLA Flying Foraging 2018
Bat Intelligence BI Flying Foraging 2012
Bat Inspired Algorithm BIA Flying Foraging 2010
Biology Migration Algorithm BMA Other Movement 2019
Blind, Naked Mole-Rats Algorithm BNMR Terrestrial Foraging 2013
Butterfly Optimizer BO Flying Movement 2015
Bee System BS Flying Foraging 1997
Bee System BS.1 Flying Foraging 2002
Bird Swarm Algorithm BSA Flying Movement 2016
Bee Swarm Optimization BSO Flying Foraging 2010
Bioluminiscent Swarm Optimization Algorithm BSO.1 Flying Foraging 2011
Bees Swarm Optimization Algorithm BSOA Flying Foraging 2005
Collective Animal Behavior CAB Other Foraging 2012
Cheetah Based Algorithm CBA Terrestrial Movement 2018
Catfish Optimization Algorithm CAO Aquatic Movement 2011
Cricket Behavior-Based Algorithm CBBE Terrestrial Movement 2016
Cultural Coyote Optimization Algorithm CCOA Terrestrial Movement 2019
Chaotic Dragonfly Algorithm CDA Flying Foraging 2018
Cuttlefish Algorithm CFA Aquatic Movement 2013
Consultant Guide Search CGS Other Movement 2010
Cuckoo Optimization Algorithm COA Flying Foraging 2011
Camel Travelling Behavior COA.1 Terrestrial Movement 2016
Coyote Optimization Algorithm COA.2 Terrestrial Movement 2018
Cuckoo Search CS Flying Foraging 2009
Crow Search Algorithm CSA Flying Movement 2016
Cat Swarm Optimization CSO Terrestrial Movement 2006
Chicken Swarm Optimization CSO.1 Terrestrial Movement 2014
Dragonfly Algorithm DA Flying Foraging 2016
Dolphin Echolocation DE.1 Aquatic Foraging 2013
Dolphin Partner Optimization DPO Aquatic Movement 2009
Elephant Herding Optimization EHO Terrestrial Movement 2016
Eagle Strategy ES.1 Flying Foraging 2010
Elephant Search Algorithm ESA Terrestrial Foraging 2015
Egyptian Vulture Optimization Algorithm EV Flying Foraging 2013
Firefly Algorithm FA Flying Foraging 2009
Flocking Base Algorithms FBA Flying Movement 2006
Fast Bacterial Swarming Algorithm FBSA Micro Foraging 2008
Frog Call Inspired Algorithm FCA Terrestrial Movement 2009
Flock by Leader FL Flying Movement 2012
Fruit Fly Optimization Algorithm FOA Flying Foraging 2012
Fish Swarm Algorithm FSA Aquatic Foraging 2011
Fish School Search FSS Aquatic Foraging 2008
Group Escape Behavior GEB Aquatic Movement 2011
Good Lattice Swarm Optimization GLSO Other Movement 2007
Grasshopper Optimisation Algorithm GOA Terrestrial Foraging 2017
Glowworm Swarm Optimization GSO Micro Movement 2013
Group Search Optimizer GSO.1 Other Movement 2009
Goose Team Optimization GTO Flying Movement 2008
Grey Wolf Optimizer GWO Terrestrial Foraging 2014
Harry’s Hawk Optimization Algorithm HHO Flying Foraging 2019
Hoopoe Heuristic Optimization HHO.1 Flying Foraging 2012
Hunting Search HuS Other Foraging 2010
Honeybee Social Foraging HSF Flying Foraging 2007
Hierarchical Swarm Model HSM Other Movement 2010
Hypercube Natural Aggregation Algorithm HYNAA Other Movement 2019
Improved Raven Roosting Algorithm IRRO Flying Movement 2018
Invasive Tumor Optimization Algorithm ITGO Micro Movement 2015
Jaguar Algorithm JA Terrestrial Foraging 2015
Krill Herd KH Aquatic Foraging 2012
Killer Whale Algorithm KWA Aquatic Foraging 2017
Lion Algorithm LA Terrestrial Foraging 2012
Seven-Spot Labybird Optimization LBO Flying Foraging 2013
Laying Chicken Algorithm LCA Terrestrial Movement 2017
Lion Optimization Algorithm LOA Terrestrial Foraging 2016
Locust Swarms Optimization LSO Aquatic Foraging 2009
Magnetotactic Bacteria Optimization Algorithm MBO Micro Movement 2013
Monarch Butterfly Optimization MBO.1 Flying Movement 2017
Migrating Birds Optimization MBO.2 Flying Movement 2012
Mouth Breeding Fish Algorithm MBF Aquatic Foraging 2018
Modified Cuckoo Search MCS Flying Foraging 2009
Modified Cockroach Swarm Optimization MCSO Terrestrial Foraging 2011
Moth Flame Optimization Algorithm MFO Flying Movement 2015
Mosquito Flying Optimization MFO.1 Flying Foraging 2016
Meerkats Inspired Algorithm MIA Terrestrial Movement 2018
Mox Optimization Algorithm MOX Flying Movement 2011
Monkey Search MS Terrestrial Foraging 2007
Natural Aggregation Algorithm NAA Other Movement 2016
Naked Moled Rat NMR Terrestrial Movement 2019
Nomadic People Optimizer NPO Other Movement 2019
OptBees OB Flying Foraging 2012
Optimal Foraging Algorithm OFA Other Foraging 2017
Pity Beetle Algorithm PBA Terrestrial Foraging 2018
Pigeon Inspired Optimization PIO Flying Movement 2014
Population Migration Algorithm PMA Other Movement 2009
Prey Predator Algorithm PPA Other Foraging 2015
Particle Swarm Optimization PSO Flying Movement 1995
Penguins Search Optimization Algorithm PSOA Aquatic Foraging 2013
Regular Butterfly Optimization Algorithm RBOA Flying Foraging 2019
Red Deer Algorithm RDA Terrestrial Movement 2016
Rhino Herd Behavior RHB Terrestrial Movement 2018
Roach Infestation Problem RIO Terrestrial Foraging 2008
Reincarnation Concept Optimization Algorithm ROA Other Movement 2010
Shark Search Algorithm SA Aquatic Foraging 1998
Simulated Bee Colony SBC Flying Foraging 2009
Satin Bowerbird Optimizer SBO Flying Movement 2017
Sine Cosine Algorithm SCA.2 Other Movement 2016
Snap-Drift Cuckoo Search SDCS Flying Foraging 2016
Shuffled Frog-Leaping Algorithm SFLA Terrestrial Movement 2006
Spotted Hyena Optimizer SHO Terrestrial Foraging 2017
Swarm Inspired Projection Algorithm SIP Flying Foraging 2009
Slime Mould Algorithm SMA Micro Foraging 2008
Spider Monkey Optimization SMO Terrestrial Foraging 2014
Seeker Optimization Algorithm SOA Other Movement 2007
Symbiosis Organisms Search SOS Other Movement 2014
Social Spider Algorithm SSA Terrestrial Foraging 2015
Squirrel Search Algorithm SSA.1 Flying Movement 2019
Salp Swarm Algorithm SSA.2 Aquatic Foraging 2017
Shark Smell Optimization SSO Aquatic Foraging 2016
Swallow Swarm Optimization SSO.1 Flying Foraging 2013
Social Spider Optimization SSO.2 Terrestrial Foraging 2013
See-See Partidge Chicks Optimization SSPCO Flying Movement 2015
Surface-Simplex Swarm Evolution Algorithm SSSE Other Movement 2017
Sperm Whale Algorithm SWA Aquatic Movement 2016
Termite Hill Algorithm TA Terrestrial Foraging 2012
Termite Colony Optimization TCO Terrestrial Foraging 2010
The Great Salmon Run Algorithm TGSR Aquatic Movement 2013
Virtual Ants Algorithm VAA Flying Foraging 2006
Virtual Bees Algorithm VBA Flying Foraging 2005
Virus Colony Search VCS Micro Movement 2016
Virus Optimization Algorithm VOA.1 Micro Movement 2009
Viral Systems Optimization VSO Micro Movement 2008
Wasp Colonies Algorithm WCA Flying Foraging 1991
Wolf Colony Algorithm WCA.1 Terrestrial Foraging 2011
Worm Optimization WO Micro Foraging 2014
Whale Optimization Algorithm WOA Aquatic Foraging 2016
Wolf Pack Search WPS Terrestrial Foraging 2007
Weightless Swarm Algorithm WSA Other Movement 2012
Wolf Search Algorithm WSA.1 Terrestrial Foraging 2012
Wasp Swarm Optimization WSO Flying Foraging 2005
Zombie Survival Optimization ZSO Other Foraging 2012
NATURE- AND BIO-INSPIRED META-HEURISTICS WITHIN THE PHYSICS BASED CATEGORY
Artificial Physics Optimization APO 2009
Big Bang Big Crunch BBBC 2006
Black Hole Optimization BH 2013
Colliding Bodies Optimization CBO 2014
Crystal Energy Optimization Algorithm CEO 2016
Central Force Optimization CFO 2008
Charged Systems Search CSS 2010
Electromagnetic Field Optimization EFO 2016
Electromagnetism Mechanism Optimization EMO 2003
Galaxy Based Search Algorithm GBSA 2011
Gravitational Clustering Algorithm GCA 1999
Gravitational Emulation Local Search GELS 2009
Gravitational Field Algorithm GFA 2010
Gravitational Interactions Algorithm GIO 2011
General Relativity Search Algorithm GRSA 2015
Gravitational Search Algorithm GSA 2009
Galactic Swarm Optimization GSO.2 2016
Harmony Elements Algorithm HEA 2009
Hysteresis for Optimization HO 2002
Hurricane Based Optimization Algorithm HO.2 2014
Harmony Search HS 2005
Intelligence Water Drops Algorithm IWD 2009
Light Ray Optimization LRO 2010 [
Lightning Search Algorithm LSA 2015
Magnetic Optimization Algorithm MFO.2 2008
Method of Musical Composition MMC 2014
Melody Search MS.1 2011
Multi-Verse Optimizer MVO 2016
Optics Inspired Optimization OIO 2015
Particle Collision Algorithm PCA 2007
PopMusic Algorithm PopMusic 2002
Quantum Superposition Algorithm QSA 2015
Rain-Fall Optimization Algorithm RFOA 2017
River Formation Dynamics RFD 2007
Radial Movement Optimization RMO 2014
Ray Optimization RO 2012
Space Gravitational Algorithm SGA 2005
Sonar Inspired Optimization SIO 2017
States Matter Optimization Algorithm SMS 2014
Spiral Dynamics Optimization SO 2011
Spiral Optimization Algorithm SPOA 2010
Self-Driven Particles SPP 1995
Vibrating Particle Systems Algorithm VPO 2017
Vortex Search Algorithm VS 2015
Water Cycle Algorithm WCA.2 2012
Water Evaporation Optimization WEO 2016
Water Flow-Like Algorithms WFA 2007
Water Flow Algorithm WFA.1 2007
Water-Flow Algorithm Optimization WFO 2011
Water Wave Optimization Algorithm WWA 2015
NATURE- AND BIO-INSPIRED META-HEURISTICS WITHIN THE SOCIAL HUMAN BEHAVIOR BASED CATEGORY
Anarchic Society Optimization ASO 2012
Brain Storm Optimization Algorithm BSO.2 2011
Bus Transportation Behaviour BTA 2019
Collective Decision Optimization Algorithm CDOA 2017
Cognitive Behaviour Optimization Algorithm COA.3 2016
Competitive Optimization Algorithm COOA 2016
Cultural Algorithms CA 1999
Duelist Optimization Algorithm DOA 2016
Football Game Inspired Algorithms FCA.1 2009
FIFA World Cup Competitions FIFAAO 2016
Golden Ball Algorithm GBA 2014
Global-Best Brain Storm Optimization Algorithm GBSO 2017
Group Counseling Optimization GCO 2010
Group Leaders Optimization Algorithm GLOA 2011
Greedy Politics Optimization Algorithm GPO 2014
Human Evolutionary Model HEM 2007
Human Group Formation HGF 2010
Human-Inspired Algorithms HIA 2009
Ideology Algorithm IA 2016
Imperialist Competitive Algorithm ICA 2007
League Championship Algorithm LCA.1 2014
Leaders and Followers Algorithm LFA 2015
Old Bachelor Acceptance OBA 1995
Oriented Search Algorithm OSA 2008
Parliamentary Optimization Algorithm POA 2008
Queuing Search Algorithm QSA.1 2018
Social Behaviour Optimization Algorithm SBO.1 2003
Social Cognitive Optimization Algorithm SCOA 2010
Social Emotional Optimization Algorithm SEA 2010
Stochastic Focusing Search SFS 2008
Soccer Game Optimization SGO 2012
Soccer League Competition SLC 2014
Teaching-Learning Based Optimization Algorithm TLBO 2011
Tug Of War Optimization TWO 2016
Unconscious Search US 2012
Volleyball Premier League Algorithm VPL 2017
NATURE- AND BIO-INSPIRED META-HEURISTICS WITHIN THE CHEMISTRY BASED CATEGORY
Artificial Chemical Process ACP 2005
Artificial Chemical Reaction Optimization Algorithm ACROA 2011
Artificial Reaction Algorithm ARA 2013
Chemical Reaction Optimization Algorithm CRO.1 2010
Gases Brownian Motion Optimization GBMO 2013
Ions Motion Optimization Algorithm IMO 2015
Integrated Radiation Optimization IRO 2007
Kinetic Gas Molecules Optimization KGMO 2014
Photosynthetic Algorithm PA 1999
Simulated Annealing SA.1 1989
Synergistic Fibroblast Optimization SFO 2017
Thermal Exchange Optimization TEO 2017
NATURE- AND BIO-INSPIRED META-HEURISTICS WITHIN THE PLANTS BASED CATEGORY
Artificial Plants Optimization Algorithm APO.1 2013
Forest Optimization Algorithm FOA.1 2014
Flower Pollination Algorithm FPA 2012
Natural Forest Regeneration Algorithm NFR 2016
Plant Propagation Algorithm PPA.1 2009
Paddy Field Algorithm PFA 2009
Runner Root Algorithm RRA 2015
Saplings Growing Up Algorithm SGA.1 2007
Self-Defense Mechanism Of The Plants Algorithm SDMA 2018
Tree Growth Algorithm TGA 2019
NATURE- AND BIO-INSPIRED META-HEURISTICS WITHIN THE MISCELLANEOUS CATEGORY
Atmosphere Clouds Model ACM 2013
Artificial Cooperative Search ACS 2012
Across Neighbourhood Search ANS 2016
Bar Systems BS.2 2008
Backtracking Search Optimization BSO.3 2012
Cloud Model-Based Algorithm CMBDE 2012
Chaos Optimization Algorithm COA.4 1998
Clonal Selection Algorithm CSA.1 2000
Differential Search Algorithm DSA 2012
Exchange Market Algorithm EMA 2014
Extremal Optimization EO 2000
Fireworks Algorithm Optimization FAO 2010
Grenade Explosion Method GEM 2010
Golden Sine Algorithm GSA.1 2017
Heart Optimization HO.1 2014
Interior Search Algorithm ISA 2014
Keshtel Algorithm KA 2014
Kaizen Programming KP 2014
Membrane Algorithms MA 2005
Mine Blast Algorithm MBA 2013
Neuronal Communication Algorithm NCA 2017
Pearl Hunting Algorithm PHA 2012
Passing Vehicle Search PVS 2016
Artificial Raindrop Algorithm RDA.1 2014
Scientifics Algorithms SA.2 2014
Social Engineering Optimization SEO 2017
Stochastic Fractal Search SFS.1 2015
Search Group Algorithm SGA.2 2015
Simple Optimization SOPT 2012
Small World Optimization SWO 2006
The Great Deluge Algorithm TGD 1993
Wind Driven Optimization WDO 2010