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using a genetic algorithm in R to optimize classic wow mage dps
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| # Copyright (C) 2013 Alessandro Barbieri | |
| # | |
| # This program is free software: you can redistribute it and/or modify | |
| # it under the terms of the GNU Affero General Public License as published by | |
| # the Free Software Foundation, either version 3 of the License, or | |
| # (at your option) any later version. | |
| # | |
| # This program is distributed in the hope that it will be useful, | |
| # but WITHOUT ANY WARRANTY; without even the implied warranty of | |
| # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the | |
| # GNU Affero General Public License for more details. | |
| # | |
| # You should have received a copy of the GNU Affero General Public License | |
| # along with this program. If not, see <https://www.gnu.org/licenses/>. | |
| library(methods) | |
| library(data.table) | |
| library("stringi") | |
| library("tidyr") | |
| library("dplyr") | |
| #library("rPref") | |
| library("GA") | |
| #library("rmoo") | |
| slots <- vector(mode='list', length=21) | |
| chest <- data.frame() | |
| cloak <- data.frame() | |
| feet <- data.frame() | |
| finger <- data.frame() | |
| hands <- data.frame() | |
| head <- data.frame() | |
| legs <- data.frame() | |
| neck <- data.frame() | |
| ranged <- data.frame() | |
| shoulder <- data.frame() | |
| trinket <- data.frame() | |
| trinket_active <- data.frame() | |
| twohanded <- data.frame() | |
| waist <- data.frame() | |
| wrist <- data.frame() | |
| #PROFESSIONS | |
| chest <- bind_rows(chest,data.frame(name = "Robe of the Archmage",int = 12,sp = 40,crit = 0.01, mp5 = 5*(375+625)/(2*60*5))) | |
| ##cloak <- bind_rows(cloak,data.frame(name="Hide of the Wild",int=10)) | |
| ##cloak <- bind_rows(cloak,data.frame(name="Chromatic Cloak",crit=0.01)) | |
| hands <- bind_rows(hands,data.frame(name="Gloves of Spell Mastery",int=10,spi=8,crit=0.02)) | |
| waist <- bind_rows(waist,data.frame(name="Belt of the Archmage",int=25,crit=0.01)) | |
| #DARKMOON FAIRE | |
| neck <- bind_rows(neck,data.frame(name="Orb of the Darkmoon",spi=8,sp=22)) | |
| #SILITHUS | |
| ##cloak <- bind_rows(cloak,data.frame(name="Windshear Cape",int=7)) | |
| finger <- bind_rows(finger,data.frame(name="Elemental Focus Band", sp=22,int=11)) | |
| ##neck <- bind_rows(neck,data.frame(name="Wavefront Necklace",int=6,mp5=8)) | |
| wrist <- bind_rows(wrist,data.frame(name="Rockfury Bracers",sp=27,hit=0.01)) | |
| #PVP | |
| chest <- bind_rows(chest,data.frame(name="Warlord's Silk Raiment",spi=6,int=17,sp=33,crit=0.01,PVP=1)) | |
| feet <- bind_rows(feet,data.frame(name="General's Silk Boots",int=14,spi=6,PVP=1,sp=21,hit=0.01)) | |
| ##finger <- bind_rows(finger,data.frame(name="Don Rodrigos's Band", crit=0.01)) | |
| hands <- bind_rows(hands,data.frame(name="General's Silk Handguards",int=12,spi=5,sp=27,PVP=1)) | |
| head <- bind_rows(head,data.frame(name="Warlord's Silk Cowl",int=17,spi=6,crit=0.01,sp=33,PVP=1)) | |
| legs <- bind_rows(legs,data.frame(name="General's Silk Trousers",int=20,spi=10,sp=30,PVP=1,crit=0.01)) | |
| ##legs <- bind_rows(legs,data.frame(name="Outrider's Silk Leggings",int=19,spi=10,sp=28)) | |
| shoulder <- bind_rows(shoulder,data.frame(name="Warlord's Silk Amice",int=15,spi=5,sp=25,PVP=1)) | |
| shoulder <- bind_rows(shoulder,data.frame(name="Defiler's Epaulets",int=17,sp=12,mp5=4)) | |
| twohanded <- bind_rows(twohanded,data.frame(name="High Warlord's War Staff",int=23,spi=17,sp=71)) | |
| ##twohanded <- bind_rows(twohanded,data.frame(name="Ironbark Staff",int=10,sp=41,crit=0.01)) | |
| waist <- bind_rows(waist,data.frame(name="General's Silk Sash",int=23,spi=15)) | |
| wrist <- bind_rows(wrist,data.frame(name="General's Silk Cuffs",int=19,spi=10)) | |
| #WORLD BOE | |
| chest <- bind_rows(chest,data.frame(name="Alanna's Embrace",int=20,spi=20,sp=20)) | |
| chest <- bind_rows(chest,data.frame(name="Robes of Insight",int=25,spi=15)) | |
| ##finger <- bind_rows(finger,data.frame(name="Underworld Band", spi=6)) | |
| ##finger <- bind_rows(finger,data.frame(name="Freezing Band", frostsp=21)) | |
| neck <- bind_rows(neck,data.frame(name="Lady Maye's pendant",spi=10,int=19)) | |
| ##neck <- bind_rows(neck,data.frame(name="Lei of Lilies",spi=15)) | |
| ##neck <- bind_rows(neck,data.frame(name="Jeweled Amulet of Cainwyn",spi=10,int=18)) | |
| ##twohanded <- bind_rows(twohanded,data.frame(name="Staff of Jordan",int=11,spi=11,sp=26)) | |
| ##twohanded <- bind_rows(twohanded,data.frame(name="Glowing Brightwood Staff",int=29,spi=9)) | |
| ##twohanded <- bind_rows(twohanded,data.frame(name="Elemental Mage Staff",frostsp=36,firesp=36)) | |
| #INSTANCE | |
| trinket_active <- bind_rows(trinket_active,data.frame(name="Burst of Knowledge",sp=15,cooldown=15*60,duration=10)) | |
| trinket_active <- bind_rows(trinket_active,data.frame(name="Fire Ruby",cooldown=3*60,duration=60)) | |
| #ARGENT DAWN | |
| neck <- bind_rows(neck,data.frame(name="Amulet of the Dawn",int=13,sp=15)) | |
| wrist <- bind_rows(wrist,data.frame(name="Bracers of Hope",int=11,spi=12,sp=18)) | |
| trinket_active <- bind_rows(trinket_active,data.frame(name="Talisman of Ascendance",cooldown=60,duration=20)) | |
| #TIER 0 | |
| chest <- bind_rows(chest,data.frame(name="Magister's Robes",int=31,spi=8,T0=1)) | |
| feet <- bind_rows(feet,data.frame(name="Magister's Boots",int=14,spi=14,T0=1)) | |
| hands <- bind_rows(hands,data.frame(name = "Magister's Gloves",T0=1,spi=14,int=14)) | |
| head <- bind_rows(head,data.frame(name = "Magister's Crown",T0=1,spi=5,int=30)) | |
| legs <- bind_rows(legs,data.frame(name = "Magister's Leggings",T0=1,spi=21,int=20)) | |
| shoulder <- bind_rows(shoulder,data.frame(name = "Magister's Mantle",T0=1,spi=6,int=22)) | |
| waist <- bind_rows(waist,data.frame(name="Magister's Belt",int=21,spi=6,T0=1)) | |
| wrist <- bind_rows(wrist,data.frame(name="Magister's Bindings",int=15,spi=5,T0=1)) | |
| #TIER 0.5 | |
| chest <- bind_rows(chest,data.frame(name="Sorcerer's Robes",int=25,spi=9,sp=16,T0_5=1)) | |
| feet <- bind_rows(feet,data.frame(name="Sorcerer's Boots",int=16,spi=10,sp=21,T0_5=1)) | |
| hands <- bind_rows(hands,data.frame(name = "Sorcerer's Gloves",T0_5=1,spi=10,int=14,sp=12,hit=0.01)) | |
| head <- bind_rows(head,data.frame(name = "Sorcerer's Crown",T0_5=1,spi=14,int=25,sp=11,crit=0.01)) | |
| legs <- bind_rows(legs,data.frame(name = "Sorcerer's Leggings",T0_5=1,spi=10,int=22,sp=16)) | |
| shoulder <- bind_rows(shoulder,data.frame(name = "Sorcerer's Mantle",T0_5=1,spi=7,int=17,sp=9)) | |
| waist <- bind_rows(waist,data.frame(name="Sorcerer's Belt",int=14,spi=7,sp=14,T0_5=1)) | |
| wrist <- bind_rows(wrist,data.frame(name="Sorcerer's Bindings",int=12,spi=5,sp=8,T0_5=1)) | |
| #INSTANCE EPIC | |
| chest <- bind_rows(chest,data.frame(name="Embrace of the Wind Serpent",spi=30,int=17)) | |
| head <- bind_rows(head,data.frame(name="Eye of Flame",int=10,spi=10,firesp=43)) | |
| ##head <- bind_rows(head,data.frame(name="Cap of the Scarlet Savant",int=20,crit=0.02)) | |
| ##twohanded <- bind_rows(twohanded,data.frame(name="Headmaster's Charge",int=20)) | |
| #WORLD BOSSES | |
| chest <- bind_rows(chest,data.frame(name="Jade Inlaid Vestments",int=18,spi=8,sp=44)) | |
| cloak <- bind_rows(cloak,data.frame(name="Drape of Benediction",int=13,spi=8)) | |
| feet <- bind_rows(feet,data.frame(name="Mendicant's Slippers",int=23,mp5=10)) | |
| feet <- bind_rows(feet,data.frame(name="Snowblind Shoes",int=10,sp=32,mp5=5)) | |
| finger <- bind_rows(finger,data.frame(name="Ring of Entropy", int=13,spi=8, crit=0.01)) | |
| finger <- bind_rows(finger,data.frame(name="Mindtear Band",sp=21,int=6,crit=0.01)) | |
| hands <- bind_rows(hands,data.frame(name="Gloves of Delusional Power",int=16,mp5=5,sp=27)) | |
| ##head <- bind_rows(head,data.frame(name="Crystal Adorned Crown",int=14,spi=13)) | |
| legs <- bind_rows(legs,data.frame(name="Leggings of Arcane Supremacy",int=24,spi=14)) | |
| ##neck <- bind_rows(neck,data.frame(name="Dragonheart Necklace",int=6,spi=6)) | |
| ranged <- bind_rows(ranged,data.frame(name="Cold Snap",int=7,frostsp=20)) | |
| twohanded <- bind_rows(twohanded,data.frame(name="Amberseal Keeper",int=20,sp=44,mp5=12)) | |
| ##twohanded <- bind_rows(twohanded,data.frame(name="Staff of Rampant Growth",int=16,mp5=11)) | |
| ##waist <- bind_rows(waist,data.frame(name="Belt of the Dark Bog",int=8,sp=14)) | |
| wrist <- bind_rows(wrist,data.frame(name="Blacklight Bracer",int=13,spi=8,crit=0.01)) | |
| wrist <- bind_rows(wrist,data.frame(name="Dryad's Wrist Bindings",int=8,spi=7,sp=22)) | |
| wrist <- bind_rows(wrist,data.frame(name="Black Bark Wristbands",int=4,spi=4,sp=25)) | |
| #AHN'QUIRAJ OPENING | |
| ##chest <- bind_rows(chest,data.frame(name="Darkwater Robes",int=17,frostsp=39)) | |
| head <- bind_rows(head,data.frame(name="Gnomish Turban of Psychic Might",int=31,mp5=9)) | |
| ##neck <- bind_rows(neck,data.frame(name="Amulet of Shadow Shielding",spi=7)) | |
| ##neck <- bind_rows(neck,data.frame(name="Drake Tooth Necklace",int=12)) | |
| #ONYXIA'S LAIR | |
| cloak <- bind_rows(cloak,data.frame(name="Sapphiron Drape",int=17,sp=14)) | |
| finger <- bind_rows(finger,data.frame(name="Dragonslayer's Signet", int=12,spi=6, crit=0.01)) | |
| head <- bind_rows(head,data.frame(name="Netherwind Crown",spi=7,int=26,mp5=4,sp=32,T2=1)) | |
| trinket <- bind_rows(trinket,data.frame(name="Shard of the Scale",mp5=16)) | |
| #MOLTEN CORE | |
| chest <- bind_rows(chest,data.frame(name="Arcanist Robes",spi=10,int=25,sp=23,T1=1)) | |
| chest <- bind_rows(chest,data.frame(name="Robe of Volatile Power",int=15,spi=10,crit=0.02,sp=23)) | |
| ##chest <- bind_rows(chest,data.frame(name="Flarecore Robe",sp=23)) | |
| ##cloak <- bind_rows(cloak,data.frame(name="Fireproof Cloak",int=9,spi=8)) | |
| feet <- bind_rows(feet,data.frame(name="Arcanist Boots",spi=11,int=14,T1=1,sp=11,crit=0.01)) | |
| finger <- bind_rows(finger,data.frame(name="Seal of the Archmagus", int=11, spi=11, mp5=3)) | |
| finger <- bind_rows(finger,data.frame(name="Band of Sulfuras", int=23,spi=10)) | |
| finger <- bind_rows(finger,data.frame(name = "Ring of Spell Power", sp=33)) | |
| ##finger <- bind_rows(finger,data.frame(name="Cauterizing Band", int=12)) | |
| hands <- bind_rows(hands,data.frame(name="Arcanist Gloves",T1=1,spi=10,int=15,sp=14,mp5=4)) | |
| hands <- bind_rows(hands,data.frame(name="Gloves of the Hypnotic Flame",int=19,spi=8,firesp=23,sp=9)) | |
| ##hands <- bind_rows(hands,data.frame(name="Flarecore Gloves",int=14)) | |
| head <- bind_rows(head,data.frame(name="Arcanist Crown",int=27,spi=10,T1=1,sp=20,hit=0.01)) | |
| legs <- bind_rows(legs,data.frame(name="Arcanist Leggings",T1=1,spi=10,int=23,crit=0.01,sp=20)) | |
| legs <- bind_rows(legs,data.frame(name="Manastorm Leggings",int=14,mp5=14)) | |
| legs <- bind_rows(legs,data.frame(name="Netherwind Pants",T2=1,spi=5,int=27,sp=30,crit=0.01)) | |
| neck <- bind_rows(neck,data.frame(name ="Choker of Enlightenment",int=10,spi=10,sp=18)) | |
| neck <- bind_rows(neck,data.frame(name="Choker of the Fire Lord",int=7,sp=34)) | |
| ##ranged <- bind_rows(ranged,data.frame(name="Crimson Shocker",int=10)) | |
| shoulder <- bind_rows(shoulder,data.frame(name="Arcanist Mantle",T1=1,spi=5,int=21,mp5=4,sp=14)) | |
| ##shoulder <- bind_rows(shoulder,data.frame(name="Flarecore Mantle",spi=10,int=10)) | |
| trinket_active <- bind_rows(trinket_active,data.frame(name="Talisman of Ephemeral Power",cooldown=90,duration=15)) | |
| twohanded <- bind_rows(twohanded,data.frame(name="Staff of Dominance",int=37,spi=14,crit=0.01,sp=40)) | |
| waist <- bind_rows(waist,data.frame(name ="Arcanist Belt",T1=1,int=20,spi=10,sp=14)) | |
| waist <- bind_rows(waist,data.frame(name="Mana Igniting Cord",int=16,sp=25,crit=0.01)) | |
| wrist <- bind_rows(wrist,data.frame(name ="Arcanist Bindings",T1=1,int=15,spi=6,sp=12,mp5=3)) | |
| wrist <- bind_rows(wrist,data.frame(name="Flarecore Wraps",int=8,mp5=9)) | |
| #BLACKWING LAIR | |
| chest <- bind_rows(chest,data.frame(name="Netherwind Robes",spi=8,int=26,sp=32,crit=0.01,T2=1)) | |
| ##chest <- bind_rows(chest,data.frame(name="Black Ash Robe",int=22,spi=17)) | |
| cloak <- bind_rows(cloak,data.frame(name="Cloak of the Brood Lord",int=14,sp=26)) | |
| ##cloak <- bind_rows(cloak,data.frame(name="Shroud of Pure Thought",int=11,mp5=6)) | |
| feet <- bind_rows(feet,data.frame(name="Netherwind Boots", spi=10, int=16, sp=27,T2=1)) | |
| feet <- bind_rows(feet,data.frame(name = "Ringo's Blizzard Boots", int=12, hit=0.01, frostsp=40)) | |
| feet <- bind_rows(feet,data.frame(name="Shimmering Geta",int=17,mp5=12)) | |
| ##feet <- bind_rows(feet,data.frame(name="Boots of Pure Thought",int=12,spi=12)) | |
| finger <- bind_rows(finger,data.frame(name="Ring of Blackrock", sp=19, mp5=9)) | |
| finger <- bind_rows(finger,data.frame(name="Band of Forced Concentration", sp=21,int=12,hit=0.01)) | |
| ##finger <- bind_rows(finger,data.frame(name="Pure Elementium Band", int=10,spi=10)) | |
| ##finger <- bind_rows(finger,data.frame(name="Band of Dark Dominion", int=6)) | |
| hands <- bind_rows(hands,data.frame(name="Netherwind Gloves",T2=1,int=16,spi=6,sp=20,crit=0.01)) | |
| hands <- bind_rows(hands,data.frame(name="Gloves of Rapid Evolution",int=12,spi=32)) | |
| ##hands <- bind_rows(hands,data.frame(name="Ebony Flame Gloves",int=12)) | |
| head <- bind_rows(head,data.frame(name = "Mish'undare, Circlet of the Mind Flayer",int=24,spi=9,sp=35,crit=0.02)) | |
| legs <- bind_rows(legs,data.frame(name="Empowered Leggings",int=12,spi=24,crit=0.01)) | |
| neck <- bind_rows(neck,data.frame(name="Pendant of the Fallen Dragon",int=12,mp5=9)) | |
| ranged <- bind_rows(ranged,data.frame(name="Essence Gatherer",int=7,mp5=5)) | |
| ranged <- bind_rows(ranged,data.frame(name="Dragon's Touch",int=12,sp=6)) | |
| shoulder <- bind_rows(shoulder,data.frame(name ="Netherwind Mantle",T2=1,mp5=4,int=13,spi=12,sp=21)) | |
| shoulder <- bind_rows(shoulder,data.frame(name="Mantle of the Blackwing Cabal",int=16,sp=34)) | |
| trinket <- bind_rows(trinket,data.frame(name="Neltharion's Tear",sp=44,hit=0.02)) | |
| trinket_active <- bind_rows(trinket_active,data.frame(name ="Mind Quickening Gem",cooldown=5*60,duration=20)) | |
| ##trinket <- bind_rows(trinket,data.frame(name="Rejuvenating Gem",mp5=9)) | |
| twohanded <- bind_rows(twohanded,data.frame(name="Shadow Wing Focus Staff",int=40,spi=17,sp=56)) | |
| twohanded <- bind_rows(twohanded,data.frame(name="Staff of the Shadow Flame",int=29,spi=18,crit=0.02,sp=84)) | |
| waist <- bind_rows(waist,data.frame(name="Netherwind Belt",T2=1,spi=13,int=20,sp=23)) | |
| waist <- bind_rows(waist,data.frame(name="Angelista's Grasp",spi=13,int=20,hit=0.02)) | |
| wrist <- bind_rows(wrist,data.frame(name="Netherwind Bindings",T2=1,spi=8,int=15,sp=19,mp5=4)) | |
| wrist <- bind_rows(wrist,data.frame(name="Bracers of Arcane Accuracy",int=12,hit=0.01,sp=21)) | |
| #ZUL'GURUB | |
| chest <- bind_rows(chest,data.frame(name="Zandalar Illusionist's Robe",int=24,sp=27,crit=0.01,ZG=1)) | |
| chest <- bind_rows(chest,data.frame(name="Flowing Ritual Robes",int=23,spi=24,sp=22)) | |
| ##cloak <- bind_rows(cloak,data.frame(name="Cloak of Consumption",int=10,sp=23,hit=0.01)) | |
| feet <- bind_rows(feet,data.frame(name="Betrayer's Boots",int=12,spi=12,sp=30)) | |
| ##finger <- bind_rows(finger,data.frame(name="Band of Servitude", sp=23,int=9)) | |
| neck <- bind_rows(neck,data.frame(name="Jewel of Kajaro",spi=8,int=13,sp=9,ZG=1)) | |
| neck <- bind_rows(neck,data.frame(name="Soul Corrupter's Necklace",spi=8,int=16,hit=0.01)) | |
| ##neck <- bind_rows(neck,data.frame(name="Jin'Do Evil Eye",spi=6,int=11)) | |
| ranged <- bind_rows(ranged,data.frame(name="Mar'li's Touch",int=11,spi=6)) | |
| ranged <- bind_rows(ranged,data.frame(name="Touch of Chaos",sp=18)) | |
| shoulder <- bind_rows(shoulder,data.frame(name="Zandalar Illusionist's Mantle",ZG=1,int=21,spi=10,sp=12)) | |
| trinket <- bind_rows(trinket,data.frame(name="Hazza'rah Charm of Magic",ZG=1)) | |
| trinket_active <- bind_rows(trinket_active,data.frame(name="Mar'li's Eye",cooldown=3*60,duration=30)) | |
| trinket_active <- bind_rows(trinket_active,data.frame(name="Zandalarian Hero Charm",cooldown=2*60,duration=20)) | |
| twohanded <- bind_rows(twohanded,data.frame(name="Jin'Do's Judgement",int=10,mp5=14,sp=27,hit=0.01)) | |
| twohanded <- bind_rows(twohanded,data.frame(name ="Will of Arlokk",spi=35,int=19)) | |
| waist <- bind_rows(waist,data.frame(name="Firemaw's Clutch",int=12,sp=35,mp5=5)) | |
| wrist <- bind_rows(wrist,data.frame(name="Zandalar Illusionist's Wraps",ZG=1,spi=9,int=11,sp=14)) | |
| #RUINS OF AHN'QUIRAJ | |
| chest <- bind_rows(chest,data.frame(name="Vestments of the Shifting Sands",int=14,spi=8,sp=32,crit=0.01)) | |
| cloak <- bind_rows(cloak,data.frame(name="Drape of Vaulted Secrets",int=9,spi=6,AQ=1,sp=18)) | |
| finger <- bind_rows(finger,data.frame(name="Band of Vaulted Secrets", sp=18, crit=0.01, AQ=1)) | |
| hands <- bind_rows(hands,data.frame(name="Gloves of Dark Wisdom",int=20,mp5=5)) | |
| head <- bind_rows(head,data.frame(name="Dustwind Turban",int=29,spi=15,crit=0.01)) | |
| legs <- bind_rows(legs,data.frame(name ="Leggings of the Black Blizzard",int=16,spi=8,sp=41,crit=0.01)) | |
| neck <- bind_rows(neck,data.frame(name="Charm of the Shifting Sands",int=12,sp=25)) | |
| trinket_active <- bind_rows(trinket_active,data.frame(name="Eye of Moam",cooldown=3*60,duration=30)) | |
| twohanded <- bind_rows(twohanded,data.frame(name="Staff of the Ruins",int=23,spi=14,sp=60,crit=0.01,hit=0.01)) | |
| ##wrist <- bind_rows(wrist,data.frame(name="Shackles of the Unscarred",int=12,sp=21)) | |
| #TEMPLE OF AHN'QUIRAJ | |
| chest <- bind_rows(chest,data.frame(name="Enigma Robes",sp=39,int=26,spi=8,crit=0.01,T2_5=1)) | |
| chest <- bind_rows(chest,data.frame(name="Robes of the Guardian Saint",int=22,mp5=7)) | |
| chest <- bind_rows(chest,data.frame(name="Robes of the Triumvirate",int=22,mp5=7)) | |
| chest <- bind_rows(chest,data.frame(name="Garb of Royal Ascension",sp=30,hit=0.02)) | |
| ##chest <- bind_rows(chest,data.frame(name="Robes of the Battleguard",int=17,spi=8,sp=36)) | |
| cloak <- bind_rows(cloak,data.frame(name="Cloak of Clarity",int=12,spi=7,mp5=8)) | |
| cloak <- bind_rows(cloak,data.frame(name="Cloak of the Devoured",int=10,sp=30,hit=0.01)) | |
| ##cloak <- bind_rows(cloak,data.frame(name="Cape of the Trinity",int=12,sp=21)) | |
| feet <- bind_rows(feet,data.frame(name="Enigma Boots",int=15,spi=6,sp=28,hit=0.01,mp5=4,T2_5=1)) | |
| feet <- bind_rows(feet,data.frame(name="Boots of Epiphany",int=19,sp=34)) | |
| ##feet <- bind_rows(feet,data.frame(name="Recomposed Boots",int=13,sp=20)) | |
| finger <- bind_rows(finger,data.frame(name="Signet Ring of the Bronze Dragonflight", sp=28,int=9, mp5=5)) | |
| finger <- bind_rows(finger,data.frame(name="Ring of the Fallen God", sp=37,int=6,hit=0.01)) | |
| finger <- bind_rows(finger,data.frame(name="Ritssyn's Ring of Chaos", sp=25,crit=0.01)) | |
| ##finger <- bind_rows(finger,data.frame(name="Ring of Swarming Thought", sp=26)) | |
| ##finger <- bind_rows(finger,data.frame(name="Ring of the Devoured", mp5=8)) | |
| ##finger <- bind_rows(finger,data.frame(name="Ring of the Martyr", mp5=5)) | |
| hands <- bind_rows(hands,data.frame(name="Dark Storm Gauntlets",int=15,sp=37,hit=0.01)) | |
| hands <- bind_rows(hands,data.frame(name="Gloves of the Messiah",int=17,mp5=10)) | |
| ##hands <- bind_rows(hands,data.frame(name="Gloves of the Immortal",int=16)) | |
| head <- bind_rows(head,data.frame(name="Enigma Circlet",int=24,spi=12,sp=33,crit=0.01,hit=0.01,T2_5=1)) | |
| head <- bind_rows(head,data.frame(name="Don Rigoberto's Lost Hat",int=24,mp5=11)) | |
| legs <- bind_rows(legs,data.frame(name="Enigma Leggings",int=26,spi=8,sp=34,crit=0.01,mp5=5,T2_5=1)) | |
| legs <- bind_rows(legs,data.frame(name="Leggings of the Festering Swarm",int=23,firesp=57)) | |
| neck <- bind_rows(neck,data.frame(name="Amulet of Vek'Nilash",int=5,sp=27,crit=0.01)) | |
| ##neck <- bind_rows(neck,data.frame(name="Angelista's Charm",int=14,mp5=6)) | |
| ##neck <- bind_rows(neck,data.frame(name="Necklace of Purity",int=13,sp=8)) | |
| ##neck <- bind_rows(neck,data.frame(name="Amulet of the Fallen God",mp5=6)) | |
| ranged <- bind_rows(ranged,data.frame(name="Wand of Qiraji Nobilty",sp=19)) | |
| shoulder <- bind_rows(shoulder,data.frame(name="Enigma Shoulderpads",int=12,spi=4,sp=30,mp5=5,T2_5=1)) | |
| shoulder <- bind_rows(shoulder,data.frame(name="Ternary Mantle",int=17,spi=20)) | |
| shoulder <- bind_rows(shoulder,data.frame(name="Mantle of Phrenic Power",int=20,firesp=33)) | |
| twohanded <- bind_rows(twohanded,data.frame(name="Blessed Qiraji Acolyte Staff",int=33,sp=76,hit=0.02,crit=0.01)) | |
| twohanded <- bind_rows(twohanded,data.frame(name="Blessed Qiraji Augur Staff",int=24,mp5=15)) | |
| ##twohanded <- bind_rows(twohanded,data.frame(name="Staff of the Qiraji Prophets",int=26,spi=8,sp=56)) | |
| waist <- bind_rows(waist,data.frame(name="Eyestalk Waist Cord",int=9,crit=0.01,sp=41)) | |
| wrist <- bind_rows(wrist,data.frame(name="Bracelets of Royal Redemption",int=10,spi=9)) | |
| wrist <- bind_rows(wrist,data.frame(name="Burrower Bracers",int=13,sp=28)) | |
| #NAXXRAMAS | |
| chest <- bind_rows(chest,data.frame(name="Frostfire Robe",int=27,sp=47,hit=0.01,crit=0.01,T3=1)) | |
| chest <- bind_rows(chest,data.frame(name="Crystal Webbed Robe",int=19,sp=53)) | |
| ##chest <- bind_rows(chest,data.frame(name="Necro-Knight's Garb",sp=37)) | |
| ##chest <- bind_rows(chest,data.frame(name="Glacial Vest",sp=21)) | |
| cloak <- bind_rows(cloak,data.frame(name = "Cloak of the Necropolis",int = 12,sp = 26,crit=0.01,hit=0.01 )) | |
| cloak <- bind_rows(cloak,data.frame(name="Cloak of Suturing",int=12,spi=12,mp5=5)) | |
| cloak <- bind_rows(cloak,data.frame(name="Veil of Eclipse",int=10,sp=28)) | |
| feet <- bind_rows(feet,data.frame(name="Frostfire Sandals",int=18,spi=10,crit=0.01,sp=28,T3=1)) | |
| finger <- bind_rows(finger,data.frame(name="Frostfire Ring",sp=30,int=10, crit=0.01,T3=1)) | |
| finger <- bind_rows(finger,data.frame(name="Ring of the Eternal Flame", int=10, firesp=34,crit=0.01)) | |
| finger <- bind_rows(finger,data.frame(name="Ring of Spiritual Fervor", int=14, mp5=10)) | |
| hands <- bind_rows(hands,data.frame(name="Frostfire Gloves",int=19,spi=10,sp=36,T3=1)) | |
| head <- bind_rows(head,data.frame(name="Frostfire Circlet",int=23,sp=35,hit=0.01,crit=0.02,T3=1)) | |
| head <- bind_rows(head,data.frame(name="Preceptor's Hat",int=24,sp=51)) | |
| ##head <- bind_rows(head,data.frame(name="Glacial Headdress",int=21,sp=18)) | |
| legs <- bind_rows(legs,data.frame(name="Frostfire Leggings",int=26,spi=10,hit=0.01,sp=48,T3=1)) | |
| legs <- bind_rows(legs,data.frame(name="Leggings of Polarity",int=14,sp=44,crit=0.02)) | |
| neck <- bind_rows(neck,data.frame(name="Pendant of Forgotten Names",int=18,spi=18,mp5=7)) | |
| neck <- bind_rows(neck,data.frame(name="Gem of Trapped Innocents",int=7,sp=15,crit=0.02)) | |
| neck <- bind_rows(neck,data.frame(name="Malice Stone Pendant",int=8,sp=28)) | |
| ##neck <- bind_rows(neck,data.frame(name="Necklace of Necropsy",int=11,spi=10)) | |
| ranged <- bind_rows(ranged,data.frame(name ="Doomfinger",sp=16,crit=0.01)) | |
| ranged <- bind_rows(ranged,data.frame(name="Wand of the Whispering Dead",int=10,spi=9)) | |
| ranged <- bind_rows(ranged,data.frame(name="Wand of Fates",int=7,sp=12,hit=0.01)) | |
| shoulder <- bind_rows(shoulder,data.frame(name="Frostfire Shoulderpads",int=18,spi=9,sp=36,T3=1)) | |
| shoulder <- bind_rows(shoulder,data.frame(name="Rime Covered Mantle",int=12,sp=39,crit=0.01)) | |
| trinket_active <- bind_rows(trinket_active,data.frame(name="The Restrained Essence of Sapphiron",sp=40,cooldown=2*60,duration=20)) | |
| trinket <- bind_rows(trinket,data.frame(name="Mark of the Champion",sp=85)) | |
| trinket_active <- bind_rows(trinket_active,data.frame(name="Warmth of Forgiveness",mp5=10,cooldown=3*60)) | |
| trinket <- bind_rows(trinket,data.frame(name="Eye of Diminution",crit=0.02)) | |
| twohanded <- bind_rows(twohanded,data.frame(name="Spire of Twilight",int=38,mp5=10)) | |
| twohanded <- bind_rows(twohanded,data.frame(name="Soulseeker",int=31,sp=126,crit=0.02)) | |
| twohanded <- bind_rows(twohanded,data.frame(name="Brimstone Staff",int=30,hit=0.02,sp=113,crit=0.01)) | |
| waist <- bind_rows(waist,data.frame(name="Frostfire Belt",int=21,spi=10,sp=28,hit=0.01,T3=1)) | |
| wrist <- bind_rows(wrist,data.frame(name="Frostfire Bindings",int=15,sp=27,T3=1)) | |
| wrist <- bind_rows(wrist,data.frame(name="The Soul Harvester's Bindings",int=11,crit=0.01,sp=21)) | |
| ##wrist <- bind_rows(wrist,data.frame(name="Glacial Wrists",sp=12)) | |
| setDT(finger) | |
| slots[[1]] <- finger | |
| setDT(trinket) | |
| setDT(trinket_active) | |
| slots[[2]] <- trinket | |
| setDT(chest) | |
| slots[[3]] <- chest | |
| setDT(cloak) | |
| slots[[4]] <- cloak | |
| setDT(feet) | |
| slots[[5]] <- feet | |
| setDT(hands) | |
| slots[[6]] <- hands | |
| setDT(head) | |
| slots[[7]] <- head | |
| setDT(legs) | |
| slots[[8]] <- legs | |
| setDT(neck) | |
| slots[[9]] <- neck | |
| setDT(ranged) | |
| slots[[10]] <- ranged | |
| setDT(shoulder) | |
| slots[[11]] <- shoulder | |
| setDT(twohanded) | |
| slots[[12]] <- twohanded | |
| setDT(waist) | |
| slots[[13]] <- waist | |
| setDT(wrist) | |
| slots[[14]] <- wrist | |
| ench_chest <- data.frame(name="Enchant Chest Greater Stats",spi=4,int=4) | |
| ench_chest <- bind_rows(ench_chest,data.frame(name="Enchant Chest Major Mana",mana=100)) | |
| setDT(ench_chest) | |
| slots[[15]] <- ench_chest | |
| ench_hands <- data.frame(name="Enchant Gloves Frost Power",frostsp=20) | |
| ench_hands <- bind_rows(ench_hands,data.frame(name="Enchant Gloves Fire Power",firesp=20)) | |
| setDT(ench_hands) | |
| slots[[16]] <- ench_hands | |
| ench_head <- data.frame(name="Lesser Arcanum of Rumination",mana=150) | |
| ench_head <- bind_rows(ench_head,data.frame(name="Lesser Arcanum of Voracity Spirit",spi=8)) | |
| ench_head <- bind_rows(ench_head,data.frame(name="Lesser Arcanum of Voracity Intellect",int=8)) | |
| ench_head <- bind_rows(ench_head,data.frame(name="Presence of Sight",sp=18,hit=0.01)) | |
| ##ench_head <- bind_rows(ench_head,data.frame(name="Arcanum of Focus",sp=8)) | |
| setDT(ench_head) | |
| slots[[17]] <- ench_head | |
| #ench_feet <- data.frame(name="Enchant Boots Spirit",spi=5) | |
| #setDT(ench_feet) | |
| ench_legs <- data.frame(name="Lesser Arcanum of Rumination",mana=150) | |
| ench_legs <- bind_rows(ench_legs,data.frame(name="Lesser Arcanum of Voracity Spirit",spi=8)) | |
| ench_legs <- bind_rows(ench_legs,data.frame(name="Lesser Arcanum of Voracity Intellect",int=8)) | |
| ench_legs <- bind_rows(ench_legs,data.frame(name="Presence of Sight",sp=18,hit=0.01)) | |
| ##ench_legs <- bind_rows(ench_legs,data.frame(name="Arcanum of Focus",sp=8)) | |
| setDT(ench_legs) | |
| slots[[18]] <- ench_legs | |
| ench_shoulder <- data.frame(name="Zandalar Signet of Mojo",sp=18) | |
| ench_shoulder <- bind_rows(ench_shoulder,data.frame(name="Resilience of the Scourge",mp5=5)) | |
| ench_shoulder <- bind_rows(ench_shoulder,data.frame(name="Power of the Scourge",sp=15,crit=0.01)) | |
| setDT(ench_shoulder) | |
| slots[[19]] <- ench_shoulder | |
| ench_weapon <- data.frame(name="Enchant Weapon Migthy Spirit",spi=20) | |
| ench_weapon <- bind_rows(ench_weapon,data.frame(name="Enchant Weapon Mighty Intellect",int=22)) | |
| ench_weapon <- bind_rows(ench_weapon,data.frame(name="Enchant Weapon Spell Power",sp=30)) | |
| ##ench_weapon <- bind_rows(ench_weapon,data.frame(name="Enchant Weapon Winter's Might",frostsp=7)) | |
| ##ench_weapon <- bind_rows(ench_weapon,data.frame(name="Enchant Weapon Major Intellect",int=9)) | |
| setDT(ench_weapon) | |
| slots[[20]] <- ench_weapon | |
| ench_wrist <- data.frame(name="Enchant Bracer Mana Regeneration",mp5=4) | |
| ench_wrist <- bind_rows(ench_wrist,data.frame(name="Enchant Bracer Greater Intellect",int=7)) | |
| ench_wrist <- bind_rows(ench_wrist,data.frame(name="Enchant Bracer Superior Spirit",spi=9)) | |
| setDT(ench_wrist) | |
| slots[[21]] <- ench_wrist | |
| trinket_comb <- combn(1:length(trinket),2) | |
| finger_comb <- combn(1:length(finger),2) | |
| slot_names <- c("finger","trinket","chest","cloak","feet","hands","head","legs","neck","ranged","shoulder","twohanded","waist","wrist","enchant chest","enchant hands","enchant head","enchant legs","enchant shoulder","enchant weapon","enchant wrist") | |
| names(slots) <- slot_names | |
| firemage <- setRefClass("firemage",fields=list( | |
| arcane_meditation_2 = "numeric", | |
| arcaneconcentration_prob = "numeric", | |
| base_hit = "numeric", | |
| base_int = "numeric", | |
| base_mana = "numeric", | |
| base_spi = "numeric", | |
| casting_fireball = "logical", | |
| casting_scorch = "logical", | |
| clearcast = "logical", | |
| clearcast_cooldown = "numeric", | |
| clearcast_duration = "numeric", | |
| clearcast_timer = "numeric", | |
| clearcastcd_timer = "numeric", | |
| combustion = "logical", | |
| combustion_cooldown = "numeric", | |
| combustion_stacks = "numeric", | |
| combustion_timer = "numeric", | |
| combustioncritperstack = "numeric", | |
| crit_counter = "numeric", | |
| crit_fire = "numeric", | |
| critical_mass_crit = "numeric", | |
| current_mana = "numeric", | |
| damage = "numeric", | |
| elemental_precision = "numeric", | |
| evocate_cooldown = "numeric", | |
| evocatechannel_timer = "numeric", | |
| evocatecd_timer = "numeric", | |
| evocating = "logical", | |
| evocation_duration = "numeric", | |
| fire_power_coeff = "numeric", | |
| fireball_cast = "numeric", | |
| fireball_coeff = "numeric", | |
| fireball_cost = "numeric", | |
| fireball_dot = "numeric", | |
| fireball_max = "numeric", | |
| fireball_min = "numeric", | |
| fireball_timer = "numeric", | |
| fireballdot_duration = "numeric", | |
| fireballdot_timer = "numeric", | |
| fireballtick_timer = "numeric", | |
| gcd = "numeric", | |
| hit_mult = "numeric", | |
| idle = "logical", | |
| ignite_coeff = "numeric", | |
| ignite_damage = "numeric", | |
| ignite_duration = "numeric", | |
| ignite_stacks = "numeric", | |
| ignite_timer = "numeric", | |
| ignitemaxstacks = "numeric", | |
| ignitetick_timer = "numeric", | |
| improved_fireball = "numeric", | |
| mage_armour = "numeric", | |
| mana = "numeric", | |
| mana_tick = "numeric", | |
| mana_timer = "numeric", | |
| master_of_elements_coeff = "numeric", | |
| mp5rule_timer = "numeric", | |
| scorch_cast = "numeric", | |
| scorch_coeff = "numeric", | |
| scorch_cost = "numeric", | |
| scorch_max = "numeric", | |
| scorch_min = "numeric", | |
| scorch_stacks = "numeric", | |
| scorch_timer = "numeric", | |
| scorchdebuff_duration = "numeric", | |
| scorchmaxstacks = "numeric", | |
| scorchstackcoeff = "numeric", | |
| scorchstacks_timer = "numeric", | |
| spirit_reg = "numeric", | |
| statistics = "numeric", | |
| time_tick = "numeric", | |
| total_crit = "numeric", | |
| total_firesp = "numeric", | |
| total_int = "numeric", | |
| total_mana = "numeric", | |
| total_mp5 = "numeric", | |
| total_spi = "numeric", | |
| total_time = "numeric" | |
| ), | |
| methods=list( | |
| initialize = function(statistics){ | |
| arcane_meditation_2 <<- 2*0.05 | |
| arcaneconcentration_prob <<- 0.1 | |
| #vs lv 63 | |
| base_hit <<- 0.84 | |
| base_int <<- 18+3 | |
| base_mana <<- 1213 | |
| base_spi <<- 25+2 | |
| casting_fireball <<- FALSE | |
| casting_scorch <<- FALSE | |
| clearcast <<- FALSE | |
| clearcast_cooldown <<- 1 | |
| clearcast_duration <<- 15 | |
| combustion <<- FALSE | |
| combustion_cooldown <<- 3*60 | |
| combustion_stacks <<- 0 | |
| combustioncritperstack <<- 0.1 | |
| crit_counter <<- 0 | |
| critical_mass_crit <<- 0.06 | |
| damage <<- 0 | |
| elemental_precision <<- 0.06 | |
| evocate_cooldown <<- 8*60 | |
| evocating <<- FALSE | |
| evocation_duration <<- 8 | |
| fire_power_coeff <<- 0.1 | |
| fireball_coeff <<- 1 | |
| fireball_cost <<- 410 | |
| fireball_dot <<- 19 | |
| fireball_max <<- 760 | |
| fireball_min <<- 596 | |
| fireball_timer <<- 20 | |
| fireballdot_duration <<- 8 | |
| gcd <<- 1.5 | |
| idle <<- TRUE | |
| ignite_coeff <<- 0.4 | |
| ignite_damage <<- 0 | |
| ignite_duration <<- 4 | |
| ignite_stacks <<- 0 | |
| ignitemaxstacks <<- 5 | |
| improved_fireball <<- 0.5 | |
| mage_armour <<- 0.3 | |
| mana_timer <<- 0 | |
| master_of_elements_coeff <<- 0.3 | |
| mp5rule_timer <<- 0 | |
| scorch_cast <<- 1.5 | |
| scorch_coeff <<- 0.429 | |
| scorch_cost <<- 150 | |
| scorch_max <<- 280 | |
| scorch_min <<- 237 | |
| scorch_stacks <<- 0 | |
| scorchdebuff_duration <<- 30 | |
| scorchmaxstacks <<- 5 | |
| scorchstackcoeff <<- 0.03 | |
| time_tick <<- 0.5 | |
| total_time <<- 0 | |
| clearcast_timer <<- clearcast_duration +1 | |
| clearcastcd_timer <<- clearcast_cooldown +1 | |
| combustion_timer <<- combustion_cooldown +1 | |
| evocatechannel_timer <<- evocation_duration +1 | |
| evocatecd_timer <<- evocate_cooldown +1 | |
| fireballdot_timer <<- fireballdot_duration +1 | |
| fireballtick_timer <<- 3 | |
| ignite_timer <<- ignite_duration +1 | |
| scorch_timer <<- scorch_cast + 1 | |
| scorchstacks_timer <<- scorchdebuff_duration +1 | |
| fireball_cast <<- 3.5 - improved_fireball | |
| total_mp5 <<- statistics[["mp5"]] | |
| total_int <<- statistics[["int"]] + 31 + base_int | |
| total_spi <<- statistics[["spi"]] + base_spi | |
| total_crit <<- statistics[["crit"]] + 0.01*total_int/54 | |
| # total_frostsp <<- statistics[["frostsp"]] + statistics[["sp"]] | |
| total_firesp <<- statistics[["firesp"]] + statistics[["sp"]] | |
| mana <<- 20 + 15*(total_int - 20) + base_mana + statistics[["mana"]] | |
| spirit_reg <<- (12.5 + total_spi/4)/2 | |
| # mps_cast_frost <<- total_mp5/5 + 0.45*spirit_reg | |
| # crit_mult_frost <<- (0.2+total_crit)*2 + 1-(0.2+total_crit) | |
| crit_fire <<- total_crit + critical_mass_crit | |
| current_mana <<- mana | |
| hit_mult <<- min(0.99,base_hit+elemental_precision+statistics[["hit"]]) | |
| }, | |
| #custom probability distribution lv 63 (24 resistance) | |
| mypdist = function(){ | |
| return(sample(c(0,0.25,0.5,0.75),1,prob=c(0.82,0.13,0.04,0.01))) | |
| }, | |
| gain_mana = function(m){ | |
| current_mana <<- min(mana,current_mana + m) | |
| }, | |
| spend_mana = function(cost){ | |
| if(clearcast){ | |
| m <-0 | |
| clearcast <<- FALSE | |
| }else{ | |
| m <- cost | |
| } | |
| #can mana go negative? | |
| current_mana <<- current_mana - m | |
| }, | |
| check_cost = function(cost){ | |
| if(clearcast){ | |
| m <-0 | |
| }else{ | |
| m <- cost | |
| } | |
| if(m <= current_mana){ | |
| return(TRUE) | |
| }else{ | |
| return(FALSE) | |
| } | |
| }, | |
| get_crit = function(){ | |
| return(min(1,crit_fire + combustioncritperstack * combustion_stacks)) | |
| }, | |
| # get_sp = function(){ | |
| # | |
| # }, | |
| dodamage = function(mind,maxd,hit,crit,periodic){ | |
| critted <- FALSE | |
| #check if hit | |
| if(hit >= runif(1)){ | |
| #"5/5 fire power" talent and "improved scorch" | |
| mult <- (1+fire_power_coeff) * (1 + scorch_stacks * scorchstackcoeff) * (1-mypdist()) | |
| #random damage between min and max | |
| dmg <- runif(1,mind*mult,maxd*mult) | |
| if(!periodic){ | |
| #periodic spells can't crit | |
| if(crit >= runif(1)){ | |
| #crit is 1.5 times (for fire) | |
| dmg <- dmg * 1.5 | |
| critted <- TRUE | |
| #crit will proc ignite "5/5 ignite" talent | |
| refresh_ignite(dmg) | |
| } | |
| #"5/5 arcane Concentration" | |
| if(arcaneconcentration_prob >= runif(1) & clearcastcd_timer > clearcast_cooldown){ | |
| clearcast <<- TRUE | |
| clearcast_timer <<- 0 | |
| clearcastcd_timer <<- 0 | |
| } | |
| if(combustion){combustion_stacks <<- combustion_stacks + 1} | |
| } | |
| damage <<- damage + dmg | |
| }else { | |
| dmg <- 0 | |
| } | |
| return(critted) | |
| }, | |
| refresh_ignite = function(d){ | |
| ignite_timer <<- 0 | |
| if(ignite_stacks >= 1){ | |
| if (ignite_stacks < ignitemaxstacks){ | |
| ignite_stacks <<- ignite_stacks + 1 | |
| ignite_damage <<- ignite_damage + ignite_coeff*d | |
| } | |
| }else{ | |
| ignitetick_timer <<- 0 | |
| ignite_stacks <<- 1 | |
| ignite_damage <<- ignite_coeff*d | |
| } | |
| }, | |
| state_machine = function(){ | |
| while(check_cost(fireball_cost) | evocatecd_timer >= evocate_cooldown){ | |
| if(mp5rule_timer >=5){ | |
| if(evocating){ | |
| evo_coeff <- 1.6 | |
| }else{ | |
| evo_coeff <- 1 | |
| } | |
| mana_tick <<- 2*(total_mp5/5 + spirit_reg*evo_coeff) | |
| }else{ | |
| mana_tick <<- 2*(total_mp5/5 + (arcane_meditation_2+mage_armour)*spirit_reg) | |
| } | |
| if(mana_timer >= 2){ | |
| gain_mana(mana_tick) | |
| mana_timer <<- 0 | |
| } | |
| if(idle){ | |
| #refresh scorch debuff 3s before expiration | |
| if ((scorch_stacks < scorchmaxstacks) | (scorch_stacks == scorchmaxstacks & (scorchdebuff_duration - scorchstacks_timer) <= 3)){ | |
| if (check_cost(scorch_cost)){ | |
| casting_scorch <<- TRUE | |
| idle <<- FALSE | |
| scorch_timer <<- 0 | |
| } | |
| }else{ | |
| #combustion available | |
| if(!combustion & combustion_timer >= combustion_cooldown){ | |
| combustion <<- TRUE | |
| combustion_stacks <<- 1 | |
| crit_counter <<- 0 | |
| } | |
| if (check_cost(fireball_cost)){ | |
| casting_fireball <<- TRUE | |
| idle <<- FALSE | |
| fireball_timer <<- 0 | |
| }else{ | |
| #no mana, time to evocate | |
| if(evocatecd_timer >= evocate_cooldown){ | |
| evocating <<- TRUE | |
| evocatecd_timer <<- 0 | |
| idle <<- FALSE | |
| #evocation will force you out of mp5 rule | |
| mp5rule_timer <<- 6 | |
| evocatechannel_timer <<- 0 | |
| } | |
| } | |
| } | |
| } | |
| if(casting_scorch){ | |
| if(scorch_timer >= scorch_cast){ | |
| idle <<- TRUE | |
| spend_mana(scorch_cost) | |
| mp5rule_timer <<- 0 | |
| min_dmg <- scorch_min + scorch_coeff * total_firesp | |
| max_dmg <- scorch_max + scorch_coeff * total_firesp | |
| scorch_critted <- dodamage(min_dmg,max_dmg,hit_mult,get_crit(),FALSE) | |
| if(scorch_critted){ | |
| #recover mana on crit "3/3 masters of elements" talent | |
| gain_mana(master_of_elements_coeff*scorch_cost) | |
| if(combustion){crit_counter <<- crit_counter +1} | |
| } | |
| #"3/3" improved scorch talent | |
| #debuff can be hit separatedly from the damage component | |
| if(hit_mult >= runif(1)){ | |
| scorch_stacks <<- min(scorchmaxstacks,scorch_stacks + 1) | |
| scorchstacks_timer <<- 0 | |
| } | |
| } | |
| } | |
| if(casting_fireball){ | |
| if(fireball_timer >= fireball_cast){ | |
| idle <<- TRUE | |
| spend_mana(fireball_cost) | |
| mp5rule_timer <<- 0 | |
| min_dmg <- fireball_min + fireball_coeff * total_firesp | |
| max_dmg <- fireball_max + fireball_coeff * total_firesp | |
| fireball_critted <- dodamage(min_dmg,max_dmg,hit_mult,get_crit(),FALSE) | |
| fireballdot_timer <<- 0 | |
| if(fireball_critted){ | |
| #recover mana on crit "3/3 masters of elements" talent | |
| gain_mana(master_of_elements_coeff*fireball_cost) | |
| if(combustion){crit_counter <<- crit_counter +1} | |
| } | |
| } | |
| } | |
| if(fireballdot_timer <= fireballdot_duration){ | |
| if(fireballtick_timer >= 2){ | |
| fireballtick_timer <<- 0 | |
| nothing_critted <- dodamage(fireball_dot,fireball_dot,hit_mult,0,TRUE) | |
| } | |
| } | |
| if(scorch_stacks >= 1) {if(scorchstacks_timer > scorchdebuff_duration){scorch_stacks <<- 0}} | |
| if(ignite_stacks >= 1) { | |
| if(ignite_timer > ignite_duration){ignite_stacks <<- 0} | |
| if(ignitetick_timer >= 2){ | |
| ignitetick_timer <<- 0 | |
| #ignite can't crit also doesn't benefit from hit | |
| ignite_critted <- dodamage(ignite_damage/2,ignite_damage/2,base_hit,0,TRUE) | |
| } | |
| } | |
| if(clearcast) {if(clearcast_timer > clearcast_duration){clearcast <<- FALSE}} | |
| if(evocating){ | |
| if(evocatechannel_timer > evocation_duration){ | |
| evocating <<- FALSE | |
| idle <<- TRUE | |
| } | |
| } | |
| if(crit_counter >= 3){ | |
| crit_counter <<- 0 | |
| combustion_stacks <<- 0 | |
| combustion <<- FALSE | |
| combustion_timer <<- 0 | |
| } | |
| #update timers | |
| if(ignite_stacks >= 1) { | |
| ignite_timer <<- ignite_timer + time_tick | |
| ignitetick_timer <<- ignitetick_timer + time_tick | |
| } | |
| if(scorch_stacks >= 1) {scorchstacks_timer <<- scorchstacks_timer + time_tick} | |
| if(clearcast) { clearcast_timer <<- clearcast_timer + time_tick} | |
| fireballdot_timer <<- fireballdot_timer + time_tick | |
| mana_timer <<- mana_timer + time_tick | |
| mp5rule_timer <<- mp5rule_timer + time_tick | |
| scorch_timer <<- scorch_timer + time_tick | |
| fireball_timer <<- fireball_timer + time_tick | |
| combustion_timer <<- combustion_timer + time_tick | |
| evocatecd_timer <<- evocatecd_timer + time_tick | |
| clearcastcd_timer <<- clearcastcd_timer + time_tick | |
| if(evocating){evocatechannel_timer <<- evocatechannel_timer + time_tick} | |
| total_time <<- total_time + time_tick | |
| } | |
| } | |
| ) | |
| ) | |
| #frostbolt_cast <- 3 - 0.5 | |
| #frostbolt_min <- 515 | |
| #frostbolt_max <- 555 | |
| #frostbolt_coeff <- 0.814 | |
| #frostbolt_cost <- 290 | |
| #frostbolt_avg <- (frostbolt_min+frostbolt_max)/2 | |
| #blizzard <- 149 | |
| #best <- 0 | |
| nbits <- 0 | |
| n_list <- vector(mode='list', length=21) | |
| b_list <- vector(mode='list', length=21) | |
| l_list <- vector(mode='list', length=21) | |
| n_list[[1]] <- length(finger_comb[1,]) | |
| b_list[[1]] <- decimal2binary(n_list[[1]] -1) | |
| l_list[[1]] <- length(b_list[[1]]) | |
| nbits <- nbits + l_list[[1]] | |
| n_list[[2]] <- length(trinket_comb[2,]) | |
| b_list[[2]] <- decimal2binary(n_list[[2]] -1) | |
| l_list[[2]] <- length(b_list[[2]]) | |
| nbits <- nbits + l_list[[2]] | |
| for (i in 3:21){ | |
| n_list[[i]] <- nrow(slots[[i]]) | |
| b_list[[i]] <- decimal2binary(n_list[[i]] -1) | |
| l_list[[i]] <- length(b_list[[i]]) | |
| nbits <- nbits + l_list[[i]] | |
| } | |
| names(n_list) <- paste0("n",slot_names) | |
| names(b_list) <- paste0("b",slot_names) | |
| names(l_list) <- paste0("l",slot_names) | |
| names1 <- function(x){ | |
| names <- vector(mode='list', length=23) | |
| names[[1]] <- slots[[1]]$name[x[[1]]] | |
| names[[2]] <- slots[[1]]$name[x[[2]]] | |
| names[[3]] <- slots[[2]]$name[x[[3]]] | |
| names[[4]] <- slots[[2]]$name[x[[4]]] | |
| for (i in 5:23) { | |
| j <- i-2 | |
| names[[i]] <- slots[[j]]$name[x[[i]]] | |
| } | |
| out <- structure(names,names=c("finger1","finger2","trinket1","trinket2",slot_names[3:21])) | |
| return(out) | |
| } | |
| decode1 <- function(y){ | |
| x <- gray2binary(y) | |
| a <- 1 | |
| b <- l_list[[1]] | |
| item_indexes <- vector(mode='list', length=23) | |
| fingers_index <- min(binary2decimal(x[a:b]) , (n_list[[1]] -1))+1 | |
| item_indexes[[1]] <- finger_comb[[1,fingers_index]] | |
| item_indexes[[2]] <- finger_comb[[2,fingers_index]] | |
| a <- a + l_list[[1]] | |
| b <- b + l_list[[2]] | |
| trinkets_index <- min(binary2decimal(x[a:b]) , (n_list[[2]] -1))+1 | |
| item_indexes[[3]] <- finger_comb[[1,trinkets_index]] | |
| item_indexes[[4]] <- finger_comb[[2,trinkets_index]] | |
| for (i in 3:21) { | |
| a <- a + l_list[[i-1]] | |
| b <- b + l_list[[i]] | |
| item_indexes[[i+2]] <- min(binary2decimal(x[a:b]) , ( n_list[[i]]-1) )+1 | |
| } | |
| return(item_indexes) | |
| } | |
| stats_from_items <- function(par){ | |
| total_int <- 0 | |
| total_sp <- 0 | |
| total_frostsp <- 0 | |
| total_firesp <- 0 | |
| total_spi <- 0 | |
| total_mp5 <- 0 | |
| total_crit <- 0 | |
| total_hit <- 0 | |
| total_PVP <- 0 | |
| total_ZG <- 0 | |
| total_T0 <- 0 | |
| total_T0_5 <- 0 | |
| total_T1 <- 0 | |
| total_T2 <-0 | |
| total_T3 <- 0 | |
| total_mana <- 0 | |
| i <- 1 | |
| for (j in c(1,1,2,2)){ | |
| total_int <- sum(total_int,slots[[j]]$int[par[[i]]],na.rm=TRUE) | |
| total_sp <- sum(total_sp,slots[[j]]$sp[par[[i]]],na.rm=TRUE) | |
| total_frostsp <- sum(total_frostsp,slots[[j]]$frostsp[par[[i]]],na.rm=TRUE) | |
| total_firesp <- sum(total_firesp,slots[[j]]$firesp[par[[i]]],na.rm=TRUE) | |
| total_spi <- sum(total_spi,slots[[j]]$spi[par[[i]]],na.rm=TRUE) | |
| total_mp5 <- sum(total_mp5,slots[[j]]$mp5[par[[i]]],na.rm=TRUE) | |
| total_crit <- sum(total_crit,slots[[j]]$crit[par[[i]]],na.rm=TRUE) | |
| total_hit <- sum(total_hit,slots[[j]]$hit[par[[i]]],na.rm=TRUE) | |
| total_PVP <- sum(total_PVP,slots[[j]]$PVP[par[[i]]],na.rm=TRUE) | |
| total_ZG <- sum(total_ZG,slots[[j]]$ZG[par[[i]]],na.rm=TRUE) | |
| total_T0 <- sum(total_T0,slots[[j]]$T0[par[[i]]],na.rm=TRUE) | |
| total_T0_5 <- sum(total_T0_5,slots[[j]]$T0_5[par[[i]]],na.rm=TRUE) | |
| total_T1 <- sum(total_T1,slots[[j]]$T1[par[[i]]],na.rm=TRUE) | |
| total_T2 <- sum(total_T2,slots[[j]]$T2[par[[i]]],na.rm=TRUE) | |
| total_T3 <- sum(total_T3,slots[[j]]$T3[par[[i]]],na.rm=TRUE) | |
| total_mana <- sum(total_mana,slots[[j]]$mana[par[[i]]],na.rm=TRUE) | |
| i <- i+1 | |
| } | |
| for (i in 5:23){ | |
| j <- i-2 | |
| total_int <- sum(total_int,slots[[j]]$int[par[[i]]],na.rm=TRUE) | |
| total_sp <- sum(total_sp,slots[[j]]$sp[par[[i]]],na.rm=TRUE) | |
| total_frostsp <- sum(total_frostsp,slots[[j]]$frostsp[par[[i]]],na.rm=TRUE) | |
| total_firesp <- sum(total_firesp,slots[[j]]$firesp[par[[i]]],na.rm=TRUE) | |
| total_spi <- sum(total_spi,slots[[j]]$spi[par[[i]]],na.rm=TRUE) | |
| total_mp5 <- sum(total_mp5,slots[[j]]$mp5[par[[i]]],na.rm=TRUE) | |
| total_crit <- sum(total_crit,slots[[j]]$crit[par[[i]]],na.rm=TRUE) | |
| total_hit <- sum(total_hit,slots[[j]]$hit[par[[i]]],na.rm=TRUE) | |
| total_PVP <- sum(total_PVP,slots[[j]]$PVP[par[[i]]],na.rm=TRUE) | |
| total_ZG <- sum(total_ZG,slots[[j]]$ZG[par[[i]]],na.rm=TRUE) | |
| total_T0 <- sum(total_T0,slots[[j]]$T0[par[[i]]],na.rm=TRUE) | |
| total_T0_5 <- sum(total_T0_5,slots[[j]]$T0_5[par[[i]]],na.rm=TRUE) | |
| total_T1 <- sum(total_T1,slots[[j]]$T1[par[[i]]],na.rm=TRUE) | |
| total_T2 <- sum(total_T2,slots[[j]]$T2[par[[i]]],na.rm=TRUE) | |
| total_T3 <- sum(total_T3,slots[[j]]$T3[par[[i]]],na.rm=TRUE) | |
| total_mana <- sum(total_mana,slots[[j]]$mana[par[[i]]],na.rm=TRUE) | |
| } | |
| if (total_PVP >= 6) { | |
| total_sp <- total_sp + 23 | |
| print("PVP") | |
| } | |
| if (total_ZG >= 2) { | |
| total_sp <- total_sp + 12 | |
| # print("ZG") | |
| } | |
| if (total_T0 >= 4) { | |
| total_sp <- total_sp + 23 | |
| } | |
| if (total_T0_5 >= 6) { | |
| total_sp <- total_sp + 23 | |
| } | |
| if (total_T1 >= 3) { | |
| total_sp <- total_sp + 18 | |
| # print("T1") | |
| } | |
| if (total_T2 >= 8) { | |
| frostbolt_cast <- frostbolt_cast * 0.9 + 1.5 * 0.1 | |
| } | |
| T3extra <- 0 | |
| if (total_T3 >= 6) { | |
| T3extra <- 200*0.2 | |
| } | |
| # if (sum(chest$T2_5[ch],feet$T2_5[fe],head$T2_5[he],legs$T2_5[le],shoulder$T2_5[sh],na.rm=TRUE) >= 5{ | |
| # } | |
| return( | |
| structure( | |
| c(total_int ,total_sp ,total_frostsp ,total_firesp ,total_spi ,total_mp5 ,total_crit ,total_hit ,total_PVP ,total_ZG ,total_T0 ,total_T0_5 ,total_T1 ,total_T2,total_T3 ,total_mana ), | |
| names=c("int","sp","frostsp","firesp","spi","mp5","crit","hit","PVP","ZG","T0","T0_5","T1","T2","T3","mana") | |
| ) | |
| ) | |
| } | |
| fitness1 <- function(x){ | |
| stats <- stats_from_items(decode1(x)) | |
| #MANA REGEN | |
| # mps <- total_mp5/5 + spirit_reg | |
| #BLIZZARD SPAM LV<63 | |
| # t <- mana / (-mps_cast_frost + 0.9*0.85*1400/8) | |
| # damage <- t*1.06*(blizzard + 0.042*total_frostsp) | |
| #FROSTBOLT SPAM LV<63 | |
| # t <- mana / (-mps_cast_frost + 0.9*0.85*frostbolt_cost/frostbolt_cast) | |
| # dps <- 1.06*(crit_mult_frost*(frostbolt_avg+frostbolt_coeff * total_frostsp) + T3extra)/frostbolt_cast | |
| # damage <- t*dps | |
| #FROSTBOLT SPAM LV=63 | |
| # t <- mana / (-mps_cast_frost + 0.9*0.85*frostbolt_cost/frostbolt_cast) | |
| # dps <- 1.06*hit_mult*(crit_mult_frost*(frostbolt_avg+frostbolt_coeff * total_frostsp) + T3extra)/frostbolt_cast | |
| # damage <- t*dps | |
| # #FIRE LV=63 | |
| d <- vector("numeric",100) | |
| t <- vector("numeric",100) | |
| for(i in 1:100){ | |
| mage <- new("firemage",statistics=stats) | |
| mage$state_machine() | |
| d[i] <- mage$damage | |
| t[i] <- mage$total_time | |
| } | |
| dps <- sum(d)/sum(t) | |
| return(dps) | |
| # return(matrix(c(-damage,-dps),nrow=1)) | |
| # return(matrix(c(-mps,-mana),nrow=1)) | |
| } | |
| #debug(fitness1) | |
| GA1 <- ga(type="binary",fitness=fitness1, | |
| nBits=nbits, | |
| popSize=200,maxiter=3000,run=100,parallel=TRUE | |
| ) | |
| #GA1 <- rmoo(type="binary",fitness=fitness1,strategy = "NSGA-II",nObj=2,monitor=FALSE, | |
| # nBits=nbits, | |
| # popSize=200,maxiter=1000,run=200 | |
| #) | |
| summary(GA1) | |
| names1(decode1(GA1@solution)) | |
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