基于250多种优化算法解决20种限制性工程设计问题
本作品提供了近几年经典、先进的优化算法,数量超过了250种(全网最全)。所有算法都能运行。 链接:https://mbd.pub/o/works/447025
20种限制性工程设计问题(全网最全):
% 1.Three bar truss design 三杆桁架设计
% 2.Welded beam structure problem 焊接梁结构问题
% 3.tension/Compression spring design problem 张力/压缩弹簧设计问题
% 4.Speed Reducer 减速器
% 5.Cantilever Beam 悬臂梁
% 6.Pressure vessel design 压力容器设计
% 7.I-beam vertical deflection 工字钢垂直挠度
% 8.Gear train design 齿轮系设计
% 9.Tubular column design 管状柱设计
% 10.Corrugated bulkhead design 波纹舱壁设计
% 11.Piston lever 活塞杆
% 12.Reinforced concrete beam design 钢筋混凝土梁设计
% 13.Car side impact design 汽车侧面碰撞设计
% 14.Sawmill operation problem 锯木厂运行问题
% 15. hydro-static thrust bearing 静压推力轴承设计
% 16. Rolling element bearing design 滚动轴承设计
% 17. Multiple disk clutch brake design problem 多盘离合器制动器设计问题
% 18. Step-cone pulley problem 步进圆锥滑轮问题
% 19. Planetary gear train design optimization problem 行星轮系设计优化问题
% 20. Robot gripper problem 机器人夹持器问题
链接:230+优化算法
代码清单:
? [1]?人工蜜蜂优化算法?Artificial Bee Colony, ABC
[2]?人工蜂鸟算法?artificial hummingbird algorithm, AHA
[3]?蚁狮优化器?Ant Lion Optimizer (ALO)
[4]?天鹰优化器?Aquila Optimizer (AO)
[5]?人工兔优化算法?Artificial Rabbits Optimization (ARO)
[6]?非洲秃鹫优化算法?African vultures optimization algorithm, AVOA
[7]?蝙蝠算法?bat algorithm (BA)
[8]?天牛须搜索算法?Beetle Antennae Search Algorithm, BAS
[9]?蝴蝶优化算法?Butterfly optimization algorithm BOA
[10] 白鲸优化算法?Beluga whale optimization (BWO)
[11] 卷尾猴搜索算法?Capuchin search Algorithm CSA
[12] 猎豹优化算法?Cheetah Optimizaer (CO)
[13] 长鼻浣熊优化算法?Coati Optimization Algorithm, COA
[14] 布谷鸟搜索算法?Cuckoo Search (CS) algorithm
[15] 变色龙群优化算法?Chameleon Swarm Algorithm, CSA
[16] 蜻蜓优化算法? Dragonfly Algorithm (DA)
[17] 蜣螂优化器?Dung Beetle Optimize DBO
[18] 侏儒猫鼬优化算法? Dwarf Mongoose Optimization Algorithm, DMOA
[19] 澳洲野狗优化算法?Dingo Optimization Algorithm (DOA)
[20] 帝企鹅优化器?Emperor penguin optimizer EPO
[21] 遗传算法?Genetic Algorithm, GA
[22] 金豺优化算法?GOLDEN JACKAL OPTIMIZATION ALGORITHM GJO
[23] 蚱蜢优化算法?Grasshopper Optimization Algorithm (GOA)
[24] 大猩猩优化?Artificial gorilla troops optimizer AGTO
[25] 灰狼优化器Grey Wolf Optimizer (GWO)
[26] 哈里斯鹰优化算法?Harris hawks optimization HHO
[27] 跳蛛优化算法? Jumping Spider Optimization Algorithm (JSOA)
[28] 飞蛾扑火算法?Moth-Flame Optimization Algorithm (MFO)
[29] 海洋捕食者算法? Marine Predators Algorithm MPA
[30] 北方苍鹰优化算法?Northern Goshawk Optimization,NGO
[31] 鱼鹰优化算法?Osprey optimization algorithm OOA
[32] 孔雀优化算法?Peafowl Optimization Algorithm (POA)
[33] 鸽群优化算法?Pigeon-inspired Optimization algorithm, PIO
[34] 鹈鹕优化算法?Pelican Optimization Algorithm POA
[35] 爬行动物搜索算法?Reptile Search Algroithm RSA
[36] 鼠群优化器?Rat Swarm Optimizer RSO
[37] 沙猫优化算法?SAND CAT Swarm OPTIMIZATION ALGORITHM, SCSO
[38] 混合蛙跳算法?Shuffled Frog Leaping Algorithm (SFLA)
[39] 斑鬣狗优化算法?Spotted Hyena Optimizer (SHO)
[40] 黏菌优化算法?Slime Mould Algorithm SMA
[41] 蛇优化器?Snake Optimizer (SO)
[42] 海鸥优化算法?Seagull Optimization Algorithm (SOA)
[43] 麻雀搜索算法?sparrow search algorithm (SSA),
[44] 樽海鞘算法? Salp Swarm Algorithm (SSA)
[45] 乌燕优化算法?Sooty Tern Optimization Algorithm,STOA
[46] 袋獾优化算法?Tasmanian Devil Optimization,TDO
[47] 囊状群算法?Tunicate Swarm Algorithm,TSA
[48] 鲸鱼优化算法?Whale Optimization Algorithm (WOA)
[49] 大白鲨优化器?White Shark Optimizer (WSO)
[50] 斑马优化算法?Zebra Optimization Algorithm,ZOA
[51] 野燕算法?Wild Geese Algorithm - WGA
[52] 山羚羊优化器?Mountain Gazelle Optimizer(MGO)
[53] 巨鲹优化器?Giant Trevally Optimizer (GTO)
[54] 蜜罐算法?Honey Badger Algorithm,HBA
[55] 磷虾群?Krill Herd Algorithm?(KH)
[56] 蝠鲼觅食优化?Manta ray foraging optimization,MRFO
[57] 树木生长算法?Tree growth algorithm (TGA)
[58] 人工蝴蝶优化算法?Artificial Butterfly Optimization,ABO
[59] 乌鸦搜索算法?Crow search algorithm-CSA
[60] 树木生理算法?Tree Physiology Optimization (TPO)
[61] 树种优化算法?Tree Seed Algorithm,TSA
[62] 白骨顶鸡优化算法?COOT optimization algorithm,COOT
[63] 果蝇优化算法?Fruit Fly Optimization Algorithm,FOA.
[64] 缎蓝园丁鸟优化器?Satin bowerbird optimizer,SBO
[65] 花朵授粉算法?Flower pollenation algorithm (FPA)
[66] 共生生物搜索算法? Symbiotic Organisms Search(SOS)
[67] 生物地理优化?Biogeography-Based Optimization (BBO)
[68] 入侵杂草优化算法?Invasive Weed Optimization,IWO
[69] 萤火虫算法? Firefly Algorithm,FA
[70] 蚁群系统?Ant Colony System- ACS
[71] 精子群优化算法?Sperm Swarm Optimization,SSO
[72] 粒子群优化算法?Particle Swarm optimization,PSO
[73] 细菌觅食优化算法?Bacterial Foraging Optimization Algorithm,BFO
[74] 松鼠搜索算法?Squirrel-Search-Algorithm,SSA
[75] 布谷鸟优化算法?Cuckoo Optimization Algorithm - COA
[76] 狐狸优化算法?Fox-inspired Optimization Algorithm,FOX
[77] 野马算法?Wild Horse Optimizer,WHO
[78] 猎食者算法?Hunter–prey optimization,HPO
[79] 鼠妇算法?Porcellio scaber algorithm,PSA
[80] 水母搜索器算法?Jellyfish Search Optimizer (JS)
[81] 群居蜘蛛算法?Social Spider Optimization,SSO
[82] 寄生捕食算法?Parasitism – Predation algorithm (PPA)
[83] 鸡群优化算法?Chicken Swarm Optimization (CSO)
[84] 海马优化器?Sea-horse optimizer,SHO
[85] 蜉蝣算法?mayfly optimization algorithm,MA
[86] 蛾群算法?Moth Swarm Algorithm (MSA)
[87] 动物迁徙算法?Animal Migration Optimization,AMO
[88] 猫群算法?Cat Swarm Optimization,CSO
[89] 食肉植物算法?carnivorous plant algorithm (CPA)
[90] 蜘蛛猴算法?SPIDER MONKEY OPTIMIZATION,SMO
[91] 飞狐优化算法?Flying Foxes Optimization,FFO
[92] 蜘蛛蜂优化器?Spider Wasp Optimizer (SWO)
[93] 胡桃夹子优化算法?Nutcracker Optimization Algorithm (NOA)
[94] 旗鱼优化器?Sailfish Optimizer - SFO
[95] 帝王蝶优化算法?Monarch butterfly optimization,MBO
[96] 象群优化算法?Elephant Herding Optimization (EHO)
[97] 金鹰优化器?Golden Eagle Optimizer,GEO
[98] 红鸢优化算法?Red kite Optimization Algorithm,ROA
[99] 秃鹰搜索优化算法?Bald eagle search Optimization algorithm,BES
[100]?自私兽群优化器?Selfish Herd Optimizer (SHO)
[101]?差分进化算法?Differential Evolution (DE)
[102]?和声搜索算法?Harmony Search, HS
[103]?阿里巴巴和四十大盗算法?Ali baba and the Forty Thieves (AFT) algorithm AFT
[104]?算术优化算法?Arithmetic Optimization Algorithm (AOA)
[105]?富兰克林定律算法?Franklin’s Laws Inspired Algorithm (CFA)
[106]?平衡优化器?Equilibrium Optimizer,EO
[107]?流向算法?Flow Direction Algorithm (FDA):
[108]?引力搜索算法?Gravitational Search Algorithm,GSA
[109]?饥饿游戏搜索算法?Hunger Games Search (HGS)
[110]?加权均值向量算法?weIghted meaN oF vectOrs (INFO)
[111]?多元宇宙优化器? Multi-Verse Optimizer (MVO)
[112]?霜冰优化算法?rime optimization algorithm (RIME)
[113]?龙格库塔优化?RUNge Kutta optimizer (RUN)
[114]?模拟退火算法? Simulated Annealing,SA
[115]?正弦余弦算法?Sine Cosine Algorithm (SCA)?
[116]?教与学优化算法?teaching-learning- Studying based optimization, TLSBO
[117]?水湍流优化算法?Turbulent Flow of Water-based Optimization (TFWO)
[118]?烹饪培训优化算法?Chef-Based Optimization Algorithm (CBOA)
[119]?减法平均优化器?Subtraction-Average-Based Optimizer SABO
[120]?驾驶训练优化?Driving Training-Based Optimization,DTBO
[121]?梯度优化器?gradient-based optimizer (GBO)
[122]?黑寡妇优化算法?Black Widow Optimization Algorithm ,BWOA
[123]?亨利气体溶解优化算法?Henry gas solubility optimization,HGSO
[124]?广义正态分布优化?Generalized Normal Distribution Optimization,GNDO
[125]?阿基米德优化算法?Archimedes optimization algorithm,AOA
[126]?凌日搜索?Transit Search Optimization Algorithm,TS
[127]?莱维飞行分布算法?Lévy flight distribution,LFD
[128]?逻辑优化算法?Incomprehensible but Intelligible in time logics,ILA
[129]?菲克定律算法?Fick's Law Algorithm(FLA)
[130]?头脑风暴算法?Brain Storm Optimization - BSO
[131]?原子搜索算法?Atom Search Optimization (ASO)
[132]?探路者算法?Pathfinder Algorithm, PFA
[133]?贫富优化算法?Poor and rich optimization algorithm,PRO
[134]?人类学习优化算法?Human Learning Optimization - HLO
[135]?学生心理的优化算法?Student psychology based optimization algorithm,SPBO
[136]?JAYA算法Jaya Algorithm, JAYA
[137]?文化算法? Cultural Algorithm - CA
[138]?帝国主义竞争算法?Imperialist Competitive Algorithm (ICA)
[139]?协方差矩阵自适应进化算法?Covariance Matrix Adaptation Evolution Strategy (CMA-ES)
[140]?未来搜索算法?Future search algorithm (FSA)
[141]?闪电搜索算法?Lightning Search Algorithm (LSA)
[142]?加权超位置吸引算法?Weighted Superposition Attraction (WSA)
[143]?战争策略算法?War Strategy Optimization Algorithm -WSO
[144]?静电放电算法?Electrostatic Discharge Algorithm,ESDA
[145]?堆优化器?Heap-Based Optimizer, HBO
[146]?冠状病毒群体免疫优化?Coronavirus herd immunity optimizer (CHIO)
[147]?开普勒优化算法?Kepler Optimization Algorithm (KOA)
[148]?人工生态系统优化?Artificial ecosystem-based optimization (AEO)
[149]?人工电场算法?Artificial Electric Field Algorithm,AEFA
[150]?热交换优化?Thermal exchange optimization,TEO
[151]?风驱动优化?Wind Driven Optimization (WDO)
[152]?材料生成算法?Material Generation Algorithm (MGA)
[153]?孙子兵法优化器?Art Of War optimizer (AOW)
[154]?足球联赛竞争算法?Soccer League Competition Algorithm,SLC
[155]鱼优化算法 ?Remora Optimization Algorithm,ROA
[156] ?熊气味搜索算法?bear smell search algorithm,BSSA
[157] ?萤火虫群优化算法?Firebug Swarm Optimization (FSO) Algorithm
[158] ?向日葵优化算法?Sunflower Optimization,SFO
[159] ?白鹭群优化算法?Egret Swarm Optimization Algorithm
[160] ?郊狼优化算法?coyote optimization algorithm, COA
[161] ?绯鲵鲣算法? Yellow Saddle Goatfish Algorithm (YSGA)
[162] ?珊瑚礁优化算法?Coral Reefs Optimization - CRO
[163] ?森林优化算法?Forest Optimization Algorithm,FOA
[164] ?猫和老鼠优化器?Cat and mouse based optimizer
[165] ?裸鼹鼠算法?naked mole-rat algorithm, NMRA
[166] ?金枪鱼优化算法?Tuna swarm optimization,TSO
[167] ?嗅觉优化算法?Smell Agent Optimization,SAO
[168] ?电磁场优化算法?Electromagnetic Field Optimization,EFO
[169] ?晶体结构算法?Crystal Structure Algorithm (CryStAl)
[170] ?混沌博弈算法?Chaos Game Optimization (CGO)
[171] ?社交网络搜索?social Network Search,SNS
[172] ?随机分形搜索算法?Stochastic Fractal Search Algorithm - SFS
[173] ?黑洞算法?Black Hole Algorithm - BHA
[174] ?变邻域搜索算法?Variable Neighborhood Search,VNS
[175] ?带电粒子优化算法?Electric Charged Particles Optimization (ECPO)
[176] ?类电磁机制优化算法?Electromagnetism-like Mechanism Optimization Algorithm (EM)
[177] ?合作搜索算法?Cooperation search algorithm (CSA)
[178] ?供需算法?supply-demand-based optimization,SDO
[179] ?利希滕贝格算法?Lichtenberg Optimization Algorithm (LA)
[180] ?多跟踪器优化算法?Multi-tracker Optimization Algorithm (MTOA)
[181] ?学校算法?School Based Optimization (SBO)
[182] ?黄金正弦算法?Golden sine algorithm, GoldSA
[183] ?纵横交叉优化器? crisscross search optimizer - CRISSCROSS
[184] ?法医调查优化算法?Forensic-based investigation algorithm,FBI
[185] ?水循环算法?Water Cycle Algorithm (WCA)
[186] ?神经网络算法?Neural Network Algorithm (NNA)
[187] ?泥环算法?Mud Ring Algorithm (MRA)
[188] ?五行算法?Five Phases Algorithm (FivePA)
[189] ?大逃杀优化算法?Battle Royale Optimization Algorithm (BRO)
[190] ?知识获取共享算法?Gaining-Sharing Knowledge Based Algorithm - GSKA
[191] ?人类受孕优化算法?Human Conception Optimization algorithm,HCO
[192] ?热传递关系优化算法?Heat transfer relation-based optimization algorithm (HTOA)
[193] ?搜索组算法?Search Group Algorithm - SGA
[194] ?联盟竞赛算法?League Championship Algorithm,LCA
[195] ?光学启发优化算法?Optics Inspired Optiization - OIO
[196] ?群体机器人搜索和救援?Swarm robotics search & rescue,SRSR
[197] ?切诺贝利灾难优化器? Chernobyl Disaster Optimizer (CDO)
[198] ?社交滑雪驱动算法?social ski driver algorithm,SSD
[199] ?圆圈搜索算法?Circle Search Algorithm (CSA)
[200] ?类帕累托贯序抽样算法?Pareto-like Sequential Sampling Algorithm (PSS)
[201] ?成功历史智能优化器?Success history intelligent optimizer (SHIO)
[202] ?能量谷优化算法?Energy valley optimizer,EVO
[203] ?拔河优化算法?Tug of War Optimization Algorithm,TOW
[204] ?骑手优化算法?Rider Optimization Algorithm,ROA
[205] 科莫多巨蜥算法 KomodoMlipir Algorithm,KMA
[206] 帝企鹅优化算法 AptenodytesForsteri Optimization algorithm (AFO)
[207] 蝗虫搜索算法? LocustSearch (LS) Algorithm
[208] 蚁群优化算法? AntColony Optimization (ACO)
[209] 蒲公英优化器? DandelionOptimizer,DO
[210] 巨型睡莲优化算法? VictoriaAmazonica Optimization (VAO)
[211] 蚯蚓优化算法? EarthwormOptimization Algorithm (EWA)
[212] 飞蛾搜索算法? MothSearch (MS) algorithm
[213] 最优捕食算法? OptimalForaging Algorithm
[214] 政治优化器 PoliticalOptimizer,PO
[215] 最有价值球员算法? MostValuable Player Algorithm
[216] 淘金优化算法? GoldRush Optimizer (GRO)
[217] 动态狩猎领导优化算法? DynamicHunting Leadership optimization algorithm,DHL
[218] 回溯搜索优化算法? BacktrackingSearch Optimization Algorithm,BSA
[219] 人群漩涡搜索算法? Population-basedVortex Search Algorithm
[220] 吉萨金子塔建造算法 GizaPyramids Construction (GPC)
[221] 雷电附着优化算法? LightningAttachment Procedure Optimization,LAPO
[222] 状态转移算法? StateTransition Algorithm
[223] 邻域一致算法? Neighborhood-basedConsensus
[224] 球形搜索优化器 Sphericalsearch optimizer
[225] 随机油漆算法? StochasticPaint Optimizer (SPO)
[226] 适应度相关优化器? FitnessDependent Optimizer,FDO
[227] 星系群优化算法 GalacticSwarm Optimization,GSO
[228] 广义相对论搜索算法 General RelativitySearch Algorithm,GRSA
[229] 雨水算法 RainWater Algorithm,RWA
[230] 阴阳对优化算法 Yin YangPair Optimization,YYPO
150+种算法对比结果展示:
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