;; Implements Zero-intelligence trading within a double-auction order-driven stock market ;; The code implements a simple order ;; book trading described in Beaufils, Brandouy, Derveeuw and Mathieu 2007 ;; and extends it with budget constraints ;; Created by: ;; Prof. Olivier BRANDOUY (c) ;; GREThA (UMR CNRS 5113) ;; Bordeaux University ;; olivier.brandouy@u-bordeaux.fr ;; http://brandouy.free.fr ;; ;; Updated by Prof. Murat Yildizoglu ;; GREThA (UMR CNRS 5113) ;; Bordeaux University ;; https://yildizoglu.fr ;; March 2014-2021 globals[ totAsk ;; total asked amount totBid ;; total bid amount clock C D price ;; currentmarket price p-1 ;; last price price-vector ;; all prices in a list rent-vector ;; all returns in rent ;; variation of rate of the value ] turtles-own[ decision ;; Amount to trade talk ;; Am I participating to the market? intention ;; Seller of buyer? wealth ;; Wealth of the agent portfolio ;; number of assets in agent's portfolio ] ;; Preparing the first period of the market to setup clear-all if (fix-random-seed)[ random-seed 47823 ] set clock 0 set totAsk 0 set totBid 0 set p-1 prix-initial set price prix-initial set price-vector (list prix-initial) set rent-vector (list (prix-initial / 1000)) set-default-shape turtles "person" ;; Creating the agents create-turtles nombre-agents ask turtles [ set heading 0 move-to one-of patches set color green set wealth richesseInitiale ] reset-ticks end ;; Each period's operations to go ;; Check speakers turtles for participating ask n-of nombre-speakers turtles [ make-decision ;; Adjust their colour as a function of their place on the market ifelse (talk = 0) [ set color green ] [ ifelse (intention = 1) [ set color red ] [ set color yellow ] ] ] ;; Clear the market and adjust the price as a function of the disequilibrium execute-orders set price-vector lput price price-vector set rent-vector lput rent rent-vector tick ask turtles [cancel-orders]; set clock clock + 1 end ;; Turtle decides to talk or not, and, if it talks, ;; fixes the side of the market and the amount to ask or bid to make-decision decide-talk ; Talk or not? (see below) if (talk = 1) [ decide-intention ; Ask or bid? (see below) set decision random-float max-taille-ordre ;How much? ] end to decide-talk let Z random 2 ifelse(Z = 1)[set talk 1] [set talk 0] end to decide-intention let Z random 2 ifelse (Z = 0)[ set intention 1 ;; bid if (decision > (wealth / p-1) ) [set decision (wealth / p-1)] ;; can bid at maximum the n umber of assets that can be bought given the wealth of the agent and last period's price ] [ set intention 2 ;; ask if (decision > portfolio)[set decision portfolio] ;; can only ask for assets already in possession ] end to execute-orders ;; Confronting demand and supply, and adjusting the price let total 0. set totAsk 0. ;; Total supply of the period set totBid 0. ;; Total demand of the period ask turtles with [intention = 1] [set totBid totBid + decision] ask turtles with [intention = 2] [set totAsk totAsk + decision] set total totAsk + totBid ;; Adjusting the market price set p-1 price ;; Linear adjustment ;;set price p-1 + ((totbid ) - (totask)) * eta ;;if (price < 0)[set price 0.] ;; Milder adjustment of the price 1 ;;set price p-1 * (ln totbid / ln totask) + random-float 0.01 ;;if (price > 0 and p-1 > 0) [set rent ln (price) - ln (p-1)] ;; Milder adjustment of the price 2 set price (p-1 * exp(((totbid ) - (totask)) * eta)) ;; the price is fixed by the auctioneer: totBid > totAsk => Price increases set rent ln (price) - ln (p-1) ;; the market return computed in the standard fashion ;; Now the transactions take place ;; For the bidders: ;;Check the wealth constraint first set totBid 0. ask turtles with [intention = 1 and (decision > (wealth / price))] ;; Not enough money to buy initial bids [ set decision (wealth / price) ;; decision adjusted as a function of the wealth and the current price (no debt) set totBid (totBid + decision) ] ;; Check rationing berween the demand and the supply let ratio totAsk / totBid ifelse ratio >= 1 ;;Supply > Demand => no rationing on the demand side [ ask turtles with [intention = 1][ set portfolio portfolio + decision ;; the new portfolio is computed set wealth (wealth - (decision * price)) ;; and the new wealth of the agent ] ;; Rationing of the supply side set totAsk 0. ask turtles with [intention = 2][ ;; askers set decision decision / ratio ;; taking into account the rationing set portfolio portfolio - decision ;; the new portfolio is computed set wealth (wealth + (decision * price)) ;; and the new wealth of the agent set totAsk (totAsk + decision) ] ] [ ;; ratio < 1: Supply < Demand => no rationing on the supply side set totBid 0. ask turtles with [intention = 1][ set decision decision * ratio set portfolio portfolio + decision ;; the new portfolio is computed set wealth (wealth - (decision * price)) ;; and the new wealth of the agent set totBid (totBid + decision) ] ask turtles with [intention = 2][ ;; askers set portfolio portfolio - decision ;; the new portfolio is computed set wealth (wealth + (decision * price)) ;; and the new wealth of the agent ] ] end to cancel-orders ;; Clean the table set decision 0 set intention 0 set talk 0 end @#$#@#$#@ GRAPHICS-WINDOW 274 11 612 350 -1 -1 10.0 1 10 1 1 1 0 1 1 1 -16 16 -16 16 0 0 1 ticks 30.0 BUTTON 25 14 91 47 NIL setup NIL 1 T OBSERVER NIL NIL NIL NIL 1 BUTTON 104 14 167 47 NIL go T 1 T OBSERVER NIL NIL NIL NIL 1 MONITOR 30 367 218 412 NIL price 2 1 11 PLOT 634 11 1028 263 price-level clock price 0.0 1.0 10.0 11.0 true false "" "" PENS "default" 1.0 0 -2674135 true "" "" "price" 1.0 0 -2674135 true "" "plot price" SLIDER 26 61 251 94 nombre-agents nombre-agents 100 1000 1000.0 1 1 NIL HORIZONTAL SLIDER 27 147 252 180 max-taille-ordre max-taille-ordre 2 200 60.0 1 1 NIL HORIZONTAL SLIDER 27 104 250 137 nombre-speakers nombre-speakers 40 200 102.0 1 1 NIL HORIZONTAL PLOT 634 262 1030 469 rent-level tick rent 0.0 1.0 -0.02 0.02 true true "" "" PENS "rent" 1.0 0 -13345367 false "" "plot rent" SLIDER 28 231 266 264 eta eta 0 0.00005 3.9E-5 0.000001 1 NIL HORIZONTAL SLIDER 27 189 253 222 prix-initial prix-initial 10 100 19.0 1 1 NIL HORIZONTAL MONITOR 31 419 100 464 NIL totask 3 1 11 MONITOR 106 419 173 464 NIL totbid 3 1 11 SWITCH 30 327 194 360 fix-random-seed fix-random-seed 1 1 -1000 PLOT 226 380 628 601 Distribution of returns NIL NIL 0.0 1000.0 0.0 1.0 true false "" "clear-plot\nif (ticks > 1) [set-plot-x-range min rent-vector max rent-vector]" PENS "default" 1.0 1 -16777216 false "" "set-histogram-num-bars 30\nhistogram rent-vector" SLIDER 28 274 267 307 richesseInitiale richesseInitiale 10 100 51.0 1 1 NIL HORIZONTAL PLOT 1032 10 1403 231 Distribution of wealth Wealth of agents NIL 0.0 10.0 0.0 10.0 true false "" "clear-plot\nlet myvector [wealth] of turtles\nif (ticks > 1) [set-plot-x-range min myvector max myvector]" PENS "default" 1.0 1 -16777216 false "" "set-histogram-num-bars 30\nhistogram [wealth] of turtles" PLOT 1033 237 1404 469 Distribution of portfolios Number of shares in portfolios NIL 0.0 1.0 0.0 1.0 true false "" "clear-plot\nlet myvector [portfolio] of turtles\nif (ticks > 1) [set-plot-x-range min myvector max myvector]" PENS "default" 1.0 1 -16777216 true "" "set-histogram-num-bars 30\nhistogram [portfolio] of turtles" @#$#@#$#@ ## WHAT IS IT? This section could give a general understanding of what the model is trying to show or explain. ## HOW IT WORKS This section could explain what rules the agents use to create the overall behavior of the model. ## HOW TO USE IT This section could explain how to use the model, including a description of each of the items in the interface tab. ## THINGS TO NOTICE This section could give some ideas of things for the user to notice while running the model. ## THINGS TO TRY This section could give some ideas of things for the user to try to do (move sliders, switches, etc.) with the model. ## EXTENDING THE MODEL This section could give some ideas of things to add or change in the procedures tab to make the model more complicated, detailed, accurate, etc. ## NETLOGO FEATURES This section could point out any especially interesting or unusual features of NetLogo that the model makes use of, particularly in the Procedures tab. It might also point out places where workarounds were needed because of missing features. ## RELATED MODELS This section could give the names of models in the NetLogo Models Library or elsewhere which are of related interest. ## CREDITS AND REFERENCES This section could contain a reference to the model's URL on the web if it has one, as well as any other necessary credits or references. @#$#@#$#@ default true 0 Polygon -7500403 true true 150 5 40 250 150 205 260 250 airplane true 0 Polygon -7500403 true true 150 0 135 15 120 60 120 105 15 165 15 195 120 180 135 240 105 270 120 285 150 270 180 285 210 270 165 240 180 180 285 195 285 165 180 105 180 60 165 15 arrow true 0 Polygon -7500403 true true 150 0 0 150 105 150 105 293 195 293 195 150 300 150 box false 0 Polygon -7500403 true true 150 285 285 225 285 75 150 135 Polygon -7500403 true true 150 135 15 75 150 15 285 75 Polygon -7500403 true true 15 75 15 225 150 285 150 135 Line -16777216 false 150 285 150 135 Line -16777216 false 150 135 15 75 Line -16777216 false 150 135 285 75 bug true 0 Circle -7500403 true true 96 182 108 Circle -7500403 true true 110 127 80 Circle -7500403 true true 110 75 80 Line -7500403 true 150 100 80 30 Line -7500403 true 150 100 220 30 butterfly true 0 Polygon -7500403 true true 150 165 209 199 225 225 225 255 195 270 165 255 150 240 Polygon -7500403 true true 150 165 89 198 75 225 75 255 105 270 135 255 150 240 Polygon -7500403 true true 139 148 100 105 55 90 25 90 10 105 10 135 25 180 40 195 85 194 139 163 Polygon -7500403 true true 162 150 200 105 245 90 275 90 290 105 290 135 275 180 260 195 215 195 162 165 Polygon -16777216 true false 150 255 135 225 120 150 135 120 150 105 165 120 180 150 165 225 Circle -16777216 true false 135 90 30 Line -16777216 false 150 105 195 60 Line -16777216 false 150 105 105 60 car false 0 Polygon -7500403 true true 300 180 279 164 261 144 240 135 226 132 213 106 203 84 185 63 159 50 135 50 75 60 0 150 0 165 0 225 300 225 300 180 Circle -16777216 true false 180 180 90 Circle -16777216 true false 30 180 90 Polygon -16777216 true false 162 80 132 78 134 135 209 135 194 105 189 96 180 89 Circle -7500403 true true 47 195 58 Circle -7500403 true true 195 195 58 circle false 0 Circle -7500403 true true 0 0 300 circle 2 false 0 Circle -7500403 true true 0 0 300 Circle -16777216 true false 30 30 240 cow false 0 Polygon -7500403 true true 200 193 197 249 179 249 177 196 166 187 140 189 93 191 78 179 72 211 49 209 48 181 37 149 25 120 25 89 45 72 103 84 179 75 198 76 252 64 272 81 293 103 285 121 255 121 242 118 224 167 Polygon -7500403 true true 73 210 86 251 62 249 48 208 Polygon -7500403 true true 25 114 16 195 9 204 23 213 25 200 39 123 cylinder false 0 Circle -7500403 true true 0 0 300 dot false 0 Circle -7500403 true true 90 90 120 face happy false 0 Circle -7500403 true true 8 8 285 Circle -16777216 true false 60 75 60 Circle -16777216 true false 180 75 60 Polygon -16777216 true false 150 255 90 239 62 213 47 191 67 179 90 203 109 218 150 225 192 218 210 203 227 181 251 194 236 217 212 240 face neutral false 0 Circle -7500403 true true 8 7 285 Circle -16777216 true false 60 75 60 Circle -16777216 true false 180 75 60 Rectangle -16777216 true false 60 195 240 225 face sad false 0 Circle -7500403 true true 8 8 285 Circle -16777216 true false 60 75 60 Circle -16777216 true false 180 75 60 Polygon -16777216 true false 150 168 90 184 62 210 47 232 67 244 90 220 109 205 150 198 192 205 210 220 227 242 251 229 236 206 212 183 fish false 0 Polygon -1 true false 44 131 21 87 15 86 0 120 15 150 0 180 13 214 20 212 45 166 Polygon -1 true false 135 195 119 235 95 218 76 210 46 204 60 165 Polygon -1 true false 75 45 83 77 71 103 86 114 166 78 135 60 Polygon -7500403 true true 30 136 151 77 226 81 280 119 292 146 292 160 287 170 270 195 195 210 151 212 30 166 Circle -16777216 true false 215 106 30 flag false 0 Rectangle -7500403 true true 60 15 75 300 Polygon -7500403 true true 90 150 270 90 90 30 Line -7500403 true 75 135 90 135 Line -7500403 true 75 45 90 45 flower false 0 Polygon -10899396 true false 135 120 165 165 180 210 180 240 150 300 165 300 195 240 195 195 165 135 Circle -7500403 true true 85 132 38 Circle -7500403 true true 130 147 38 Circle -7500403 true true 192 85 38 Circle -7500403 true true 85 40 38 Circle -7500403 true true 177 40 38 Circle -7500403 true true 177 132 38 Circle -7500403 true true 70 85 38 Circle -7500403 true true 130 25 38 Circle -7500403 true true 96 51 108 Circle -16777216 true false 113 68 74 Polygon -10899396 true false 189 233 219 188 249 173 279 188 234 218 Polygon -10899396 true false 180 255 150 210 105 210 75 240 135 240 house false 0 Rectangle -7500403 true true 45 120 255 285 Rectangle -16777216 true false 120 210 180 285 Polygon -7500403 true true 15 120 150 15 285 120 Line -16777216 false 30 120 270 120 leaf false 0 Polygon -7500403 true true 150 210 135 195 120 210 60 210 30 195 60 180 60 165 15 135 30 120 15 105 40 104 45 90 60 90 90 105 105 120 120 120 105 60 120 60 135 30 150 15 165 30 180 60 195 60 180 120 195 120 210 105 240 90 255 90 263 104 285 105 270 120 285 135 240 165 240 180 270 195 240 210 180 210 165 195 Polygon -7500403 true true 135 195 135 240 120 255 105 255 105 285 135 285 165 240 165 195 line true 0 Line -7500403 true 150 0 150 300 line half true 0 Line -7500403 true 150 0 150 150 link true 0 Line -7500403 true 150 0 150 300 link direction true 0 Line -7500403 true 150 150 30 225 Line -7500403 true 150 150 270 225 pentagon false 0 Polygon -7500403 true true 150 15 15 120 60 285 240 285 285 120 person false 0 Circle -7500403 true true 110 5 80 Polygon -7500403 true true 105 90 120 195 90 285 105 300 135 300 150 225 165 300 195 300 210 285 180 195 195 90 Rectangle -7500403 true true 127 79 172 94 Polygon -7500403 true true 195 90 240 150 225 180 165 105 Polygon -7500403 true true 105 90 60 150 75 180 135 105 plant false 0 Rectangle -7500403 true true 135 90 165 300 Polygon -7500403 true true 135 255 90 210 45 195 75 255 135 285 Polygon -7500403 true true 165 255 210 210 255 195 225 255 165 285 Polygon -7500403 true true 135 180 90 135 45 120 75 180 135 210 Polygon -7500403 true true 165 180 165 210 225 180 255 120 210 135 Polygon -7500403 true true 135 105 90 60 45 45 75 105 135 135 Polygon -7500403 true true 165 105 165 135 225 105 255 45 210 60 Polygon -7500403 true true 135 90 120 45 150 15 180 45 165 90 square false 0 Rectangle -7500403 true true 30 30 270 270 square 2 false 0 Rectangle -7500403 true true 30 30 270 270 Rectangle -16777216 true false 60 60 240 240 star false 0 Polygon -7500403 true true 151 1 185 108 298 108 207 175 242 282 151 216 59 282 94 175 3 108 116 108 target false 0 Circle -7500403 true true 0 0 300 Circle -16777216 true false 30 30 240 Circle -7500403 true true 60 60 180 Circle -16777216 true false 90 90 120 Circle -7500403 true true 120 120 60 tree false 0 Circle -7500403 true true 118 3 94 Rectangle -6459832 true false 120 195 180 300 Circle -7500403 true true 65 21 108 Circle -7500403 true true 116 41 127 Circle -7500403 true true 45 90 120 Circle -7500403 true true 104 74 152 triangle false 0 Polygon -7500403 true true 150 30 15 255 285 255 triangle 2 false 0 Polygon -7500403 true true 150 30 15 255 285 255 Polygon -16777216 true false 151 99 225 223 75 224 truck false 0 Rectangle -7500403 true true 4 45 195 187 Polygon -7500403 true true 296 193 296 150 259 134 244 104 208 104 207 194 Rectangle -1 true false 195 60 195 105 Polygon -16777216 true false 238 112 252 141 219 141 218 112 Circle -16777216 true false 234 174 42 Rectangle -7500403 true true 181 185 214 194 Circle -16777216 true false 144 174 42 Circle -16777216 true false 24 174 42 Circle -7500403 false true 24 174 42 Circle -7500403 false true 144 174 42 Circle -7500403 false true 234 174 42 turtle true 0 Polygon -10899396 true false 215 204 240 233 246 254 228 266 215 252 193 210 Polygon -10899396 true false 195 90 225 75 245 75 260 89 269 108 261 124 240 105 225 105 210 105 Polygon -10899396 true false 105 90 75 75 55 75 40 89 31 108 39 124 60 105 75 105 90 105 Polygon -10899396 true false 132 85 134 64 107 51 108 17 150 2 192 18 192 52 169 65 172 87 Polygon -10899396 true false 85 204 60 233 54 254 72 266 85 252 107 210 Polygon -7500403 true true 119 75 179 75 209 101 224 135 220 225 175 261 128 261 81 224 74 135 88 99 wheel false 0 Circle -7500403 true true 3 3 294 Circle -16777216 true false 30 30 240 Line -7500403 true 150 285 150 15 Line -7500403 true 15 150 285 150 Circle -7500403 true true 120 120 60 Line -7500403 true 216 40 79 269 Line -7500403 true 40 84 269 221 Line -7500403 true 40 216 269 79 Line -7500403 true 84 40 221 269 x false 0 Polygon -7500403 true true 270 75 225 30 30 225 75 270 Polygon -7500403 true true 30 75 75 30 270 225 225 270 @#$#@#$#@ NetLogo 6.2.2 @#$#@#$#@ @#$#@#$#@ @#$#@#$#@ @#$#@#$#@ @#$#@#$#@ default 0.0 -0.2 0 0.0 1.0 0.0 1 1.0 0.0 0.2 0 0.0 1.0 link direction true 0 Line -7500403 true 150 150 90 180 Line -7500403 true 150 150 210 180 @#$#@#$#@ 0 @#$#@#$#@