microplexes - very small complex systems can show us how to grow large urban systems

42
Micr This is as part Univers researc the for Hello. It’s a pr systems Today I scale. Fig. 1 Sc This is seemed discipli cross-sc I want t systems spatial oplexe transcript of a series ity College h aims and at it was d  y talk is ca esentation .  want to tal ales of knowle ne of the fi a bit throw es, but its alar manne o show you at disparat  ystem and of a talk de f seminar s London. Th their conce elivered her led micropl n how very about scal ge (a very ro st sketches  way to me ore messag r in my ow how networ e scales, ho hat the li livered at t held by the is is my firs tual under e. exes. small comp . It strikes gh sketch fro I put in my t the time, e of scales o research. k topologie network s itations of t e Bar tlet t s Center for t academic innnings. lex systems e that mo my noteboo notebook and of cour f knowledg give us a cience gives hat vocabu chool of Ar dvanced S seminar , in ou can see can show u ern knowle ). hen I starte se it isn’t ve holds I thi eans of an us a vocab ary might b hitecture o atial Anal which I lay the origina s how to gr dge is inten d my PhD 6  y accurate k. I’m tryi lysing and lary for tal e. March 24 sis (CASA) out some o l pr ese ntati  w large urb sely special months ag in how it lin g to work i omparing s ing about a th 2010, a t f my on in an sed by . It ks a patial ny 

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Page 1: Microplexes - Very Small Complex Systems Can Show Us How to Grow Large Urban Systems

8/8/2019 Microplexes - Very Small Complex Systems Can Show Us How to Grow Large Urban Systems

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Micr

This is

as part

Univers

researc

the for

Hello.

It’s a pr

systems

Today I

scale.

Fig. 1 Sc

This is

seemed

discipli

cross-sc

I want t

systems

spatial

oplexe

transcript

of a series

ity College

h aims and

at it was d

 y talk is ca

esentation

.

 want to tal

ales of knowle

ne of the fi

a bit throw 

es, but its

alar manne

o show you

at disparat

 ystem and

of a talk de

f seminars

London. Th

their conce

elivered her

led micropl

n how very 

about scal

ge (a very ro

st sketches

 way to me

ore messag

r in my ow 

how networ

e scales, ho

hat the li

livered at t

held by the

is is my firs

tual under

e. 

exes.

small comp

. It strikes

gh sketch fro

I put in my 

t the time,

e of scales o

research.

k topologie

network s

itations of t

e Bartlett s

Center for

t academic

innnings.

lex systems

e that mo

my noteboo

notebook 

and of cour

f knowledg

give us a

cience gives

hat vocabu

chool of Ar

dvanced S

seminar, in

ou can see

can show u

ern knowle

).

hen I starte

se it isn’t ve

holds I thi

eans of an

us a vocab

ary might b

hitecture o

atial Anal

which I lay 

the origina

s how to gr

dge is inten

d my PhD 6

 y accurate

k. I’m tryi

lysing and

lary for tal

e.

March 24

sis (CASA)

out some o

l presentati

 w large urb

sely special

months ag

in how it lin

g to work i

omparing s

ing about a

th 2010,

at

f my 

on in

an

sed by 

. It

ks

a

patial

ny 

Page 2: Microplexes - Very Small Complex Systems Can Show Us How to Grow Large Urban Systems

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The cell biologist and the ecologist will tell you that they work in different fields of the same

 branch of knowledge, invoking the kind of tree taxonomy of knowledge sketched by Diderot in

the 18th Century.

Fig. 2 Tree taxonomy of knowledge from Diderot’s 18th Century Encyclopédie. Knowledge is structured into memory,

reason, imagination.

[ source ]

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Fields a

from Di

knowle

nd branche

derot to co

ge structur

are, of cou

struct a ‘fig

es.

rse, metaph

urative’ syst

ors borrow 

em of kno

d from nat

ledge, an in

re. Here’s

formation v 

nother atte

isualisation

mpt

of 

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Fig. 3 Pie

Keepin

Gilles D

tubular

can giv 

picture

Fig. 4 Fr

rre Mouchon’s

to this trad

eleuze, bett

root which

rise to ma

 you are loo

sh rhizome of

information vi

ition of bio

er thought

as a non-h

 y inputs an

ing at is th

a Cimicifuga

sualisation of

ogical meta

f in terms o

ierarchical,

d outputs, s

t of a rhizo

acemosa. [so

nowledge str

phor I see

f rhizomes.

decentralis

pawning ne

e.

urce ]

cture for the E

nowledge, l

The potato

d structure

 w growths i

ncyclopédie o

ke the fren

is a rhizom

of tubers, s

multiple l

f 1780. [ sourc

h philosop

. A rhizom

hoots and s

ocations. T

e ]

er

is a

ems. It

e

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Of cour

can acc

particul

is both i

and tha

Fig. 5a Ill

e, network 

mmodate

ar type of n

ntensely ho

t there is a

ustration of m

can be no

any inputs

twork. Sin

rizontally n

ichotomy b

sh and tree to

-hierarchic

and output

e we live in

etworked as

etween thes

pologies.

l, and, dep

s, so we can

a network 

 well as arb

e two topol

nding on t

think of kn

ociety, it is

orescent, cl

gies, the m

e rules of e

owledge, or

intuitive to

stered as

esh and the

ngagement,

the rhizom

us that kno

ell as casca

tree.

nodes

, as a

ledge

ing,

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one hig

exists i

 Very di

assertio

this by l

Fig. 5b T

 A mixtu

take a

ly decentr

many com

ferent topol

n of mine is

ooking at t

op-level topolo

re of the de

icroscope t

lised and t

lex networ

ogies often

that compl

e rhizome s

gy of a rhizom

dritic stru

o a shoot in

e other hig

ks, not just

exist at diff 

x systems

tructure its

e.

ture associ

the rhizom

ly hierarch

our systems

rent scales

re characte

lf. At its to

ted with tr

it’ll look a

ical. I will tr

of knowled

of a comple

rised by sca

-level, its t

e topologie

little like th

 y to show h

ge.

x network.

les of conne

pology loo

s and a mes

s.

ow this inte

principle

ctivity, we

s a bit like

hwork. But

rplay 

an see

his.

if we

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Fig. 6 Va

[ source ]

Here w 

deform

area bet

optimis

membr

the cell we’re lo

stem vi

Import

interco

 we mod

this.

Fig. 7 To

scular bundle

see a vasc

tions prod

 ween cell

ed for two t

nes via os

boundaries,oking at all

diffusion i

ntly, if we l

nected wit

el each cell

pology of a va

f a fern rhizo

lar bundle

ced by con

embranes

ansport sce

osis and a

a highly po w water an

duced by g

ook at the t

its closest

as a node, a

cular bundle

e. Microscopi

f cells, a de

ractile forc

s well as a l

narios – on

other to all

rous structd sugars to

radients.

pology of t

neighbours,

nd contact

f cells in a fer

c cross-sectio

nse packin

s and gradi

arge diversi

e to permit

 w material

re. The xylermeate th

is cellular

there are n

ith other c

rhizome.

of xylem and

forming co

ents. We se

ty of passag

the diffusio

s to percola

m and phloe cell tissue

tructure, w 

o long rang

lls as a link 

phloem cells

ncentric cir

an optimis

s between

of materia

e through t

em cells inand travel

see that e

connectio

, the topolo

y Michael Cla

cles, we see

ation of sur

cells, a mor

l through c

he system b

this fern rhiown the rh

ch cell is o

s in this sy 

gy looks a b

yton.

face

hology 

ll

etween

zomeizome

ly 

tem. If 

it like

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To a m

dendrit

degrees

The dis

happen

this pro

Decentr

assemb

So even

see ho

the rhiz

appare

Fig. 8 Vis

thematicia

c system, t

of connecti

ribution he

to be. We

perty is kno

alised mes

ing, self-or

in a rhizom

scales of co

ome, the str

t.

ualisation of

it looks lik 

ere is no tr

ity, where

re is based

all this a hi

 wn as triadi

topologies,

anising co

e itself, Del

nnectivity 

ucture is su

ikipedia page

e a Delauna

e, just a me

node’s de

n cell size a

ghly cluster

c closure a

gradients a

plex syste

uze’s prop

re characte

fficiently co

linkage netwo

 y triangulat

shwork. W 

ree denotes

nd the radi

ed topology 

d was disco

nd high clu

s, of whic

sed metap

istic of co

mplex that

rk in a small s

ion. There a

say there i

the numbe

s of the vas

because it’s

 vered in so

stering app

more later.

or for the s

plex syste

e need a

bgraph of pag

re no hubs,

a narrow d

r of other n

cular bundl

full of link 

ial network 

ar to be ch

 

ructure of 

s. It’s just t

icroscope t

es, by Ian Pe

and there i

istribution

des it is lin

e at which t

d triplets o

s.

racteristic

nowledge,

hat in the c

make this

rce. [ source ]

no

of 

ked to.

he cell

nodes,

f self-

e can

se of 

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My co

structur

renderestraight

Fig. 9 W

ments on t

e through t

d by Ian Peaway both

ighted, directe

e rhizome

e analysis

rce showinubs and de

d graph of onl

ren’t entire

f documen

g connectivinse clusteri

ine citation net

ly speculati

linkage in

ty in a few tng, the inte

work, by Rosv

n. We have

 wikipedia.

housand wiplay of star

all & Bergstro

some insig

ere’s a sm

kipedia pagand mesh t

. [ source ]

ht as to kno

ll subgraph

es. You canopologies.

 wledge

see

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Rosvall

networ

 widths

in that t

the app

form a r

So in th

connect

Throug

dispara

 vascula

I’d like

I consid

the mic

& Bergstro

between s

nd colours,

opic by rea

ied science

ing-like top

ese knowle

ivity.

these exa

e systems,

 bundle of 

o look now 

er to be the

ochip.

rendered

 veral thous

the size of 

ers. In this

directed at

ology of cit

ge network 

ples I seek 

oth spatial

ells.

at some mi

smallest ex

this directe

and academ

he nodes c

analysis th

a smaller s

tions betw 

s we see dif 

to show ho

and virtual,

roscopic sp

ample of or

, weighted

ic papers.

mmunicate

 y found hie

et of natura

en themsel

erent topol

networks

systems as

atial syste

anised co

graph visua

he volume

s the amou

rarchies of 

sciences. T

es.

gies at diff 

give us a to

diverse as

s. Let’s beg

plexity in

ising an on

f citations i

t of time s

opics, with

hese natura

rent scales

lkit to skip

uman kno

n with a hu

hat we call

line citation

s expressed

ent surfing

many flows

l sciences i

, we see scal

between th

ledge and

man artefa

the built la

 

in link 

papers

from

turn

es of 

se

tiny 

t which

dscape:

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Microc

Fig. 10 In

This is

silicon s

of a £2

essenti

Fig. 11 T

hips  

tel’s dual-core

ontecito, I

ubstrate ab

oin. Let’s l

lly contains

p-level layout

Montecito mic

ntel’s dual

out 2×2cm

ok at the s

a mirror i

of Intel’s Mon

ro-processor.

ore chip fro

n dimensio

atial logic o

age around

ecito micro-pr

[ source ]

m 2006, wi

ns. The sur

f this chip.

a horizont

cessor. [ sou

th 1.7 billio

ace area of 

 You can tell

l axis.

ce ]

transistors

ontecito i

it’s dual cor

fused onto

smaller th

e because i

a

n that

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 As you

small c

caches.

speedie

instruct

 by an intype of 

nodes.

The co

are stri

caches

Current

Microc

Floorpllower le

an see a mi

re of centra

There are a

r the cache

ions. Along

terface to tetwork top

ote that po

ponents in

tly sequent

nd the core

travels bet

ips are laid

nning, pac vel configur

crochip is e

l processin

out four-le

ccess. Thes

both sides

e rest of thology in wh

 wer manag

a microchi

al within a

, as these o

een these

out in this

ing and opations. Mic

sentially a

units, whi

 vels of cach

e are low ac

ou see a sp

hardware iich one cent

ment is a c

are synchr

ingle core.

cur multipl

omponents

onfiguratio

imisation aochip desi

agglomera

h are colou

s in Monte

tivity areas

awl of low-

n the formral link ser

mpact uni

onised usin

The chip is

e times duri

on the scal

n using mu

lgorithms cners model

tion of me

red in black 

cito, the mo

designed si

speed mem

of an I/O Bes to trans

just off cen

g a clock su

optimised f 

ng the mos

of nano se

tiple phase

eate this tothe chip as

ory, colour

. Memory c

re intense t

ply to stor

ry. The wh

s. A Bus deort inform

ter, coloure

system an

r round tri

rudimenta

onds.

of heuristi

p-level strua network,

d in red, ar

mes in the

e colourin

e data in be

ole chip is b

scribes a pation across

d in yellow 

signal dyn

s between

ry of instru

c design.

ture as welrouping th

ound a

form of 

, the

tween

ounded

rticulara lot of 

ere.

mics

he

tions.

l as the

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 billions

are hig

compo

connect

So in a

circuit.

footpri

of integ

 would s

designe

a static,

Here is

image o

Fig. 12 R

This mcompac

Foster

surpris

agglom

order to

from th

levels o

safe to s

artefact

of compone

. The top-le

ents but at

ivity here.

icrochip

In this case,

t of compo

ration and d

ay the spati

rs acting as

non-living

an example

f a micro-pr

endering of M

ster-plan,t, highly int

Partners e

to see the

rations aro

become m

eir cores, w 

low activit

ay that we s

, and that i

nts into jus

 vel topolog

lower levels

e see an int

optimisati

ents is carr

ensity crea

l outcome

a centralise

 ystem.

of what a

ocessor.

sdar master-

asdar, waserlinked, w 

xplicitly sta

icrochip i

und cores.

re efficient

ere the vas

bands in t

ee a numbe

both we se

t hundreds

of a micro

, it can look 

ense logic o

n of conne

ied out algo

ing high en

s one of or

d agency. In

icrochip cit

lan by Foster

proposed blkable urba

e the micro

 voked in su

hey too ha

processors

t majority o

e form of r

r of echoes

the effects

f logical u

hip is cent

like a highl

integratio

tivity lengt

rithmically.

ergy efficie

anised co

this sense,

 y might loo

& Partners in

 y Foster &nisation of 

chip as desi

ch a way. A 

e become p

of their ow 

f their activ 

sidential z

of urban m

of organis

its by ident

red around

clustered

, as eviden

s, energy c

The microc

cy in a com

plexity, org

they can be

like if you

bu Dhabi. [ so

artners in50,000 rev 

gn inspirati

ter all, our

olycentric,

. They too

ty takes pla

nes. Howe

rphology in

d complexi

fying wher

a small nu

raph. Agai

ed by its na

nsumption

hip is an ex

plex signal

anised that

considered

planned an

urce ]

 bu Dhabi.lving aroun

on for the p

ities too ha

r multicore

ave optimi

ce. They too

er imperfe

this micros

 y.

clustering

 ber of core

we see sca

me, the int

and the sp

ample of hi

rocessing s

is, by micro

master-pla

urban syste

t’s a high-dd a busines

roject. It’s

 ve grown a

, over time,

ed transpo

contain m

t the analo

copic hum

levels

les of 

grated

tial

h levels

 ystem. I

chip

ners of 

m in the

nsity,core.

o

in

t to and

ltiple

 y, it is

n

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Now let

 but wit

Neural

Fig. 13 Ill

 A huma

 but a br

transist

a transi

Fig. 14 V

’s look at an

a self-orga

Networks

ustration of a t

n neuron a

ain contain

ors, about 1

tor, which

isualisation of

other infor

nising dyna

 

etanus neuron

d a transist

an order o

0 billion. N

an be cons

lustering in a

ation proc

mic, the ne

. [ source ]

or on avera

f magnitude

te that the

dered simp

neuron culture

essing netw 

ral networ

e have dim

more neur

neuron is si

ly as a switc

of rat hippoc

ork with co

that descri

ensions of 

ns than co

gnificantly 

h.

mpal neurons.

ponents o

 bes our brai

 bout 1 micr

temporary 

ore compl

[ source ]

n a similar s

in.

on, or 10-6 

microchips

ex in topolo

cale,

eters,

possess

gy than

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Both th

are radi

decentr

have ar

logic ga

propert

 A brain

networ

using n

quantit

propert

latter fe

Fig. 15 Ill

[ source ]

adult hum

cally differe

alised proce

und 10,00

te rarely tak 

ies highligh

then, is ana

of microch

twork repr

tive manne

ies as well a

ature.

ustration of sm

an brain an

nt in terms

ssing archit

synaptic li

es more th

s the core d

logous not t

ips, someth

sentations

r. We can s

s connectivi

all world netw

d Montecito

of processi

ecture. It’s

nks to other

n 3 inputs.

ifferences b

o a microch

ing like the

 we can mak 

 y that both

ty features

rk connectivit

consume a

g and topol

ften very h

neurons in

This dispari

etween the

ip, which is

World Wid

e these co

the brain a

eminiscent

y properties, b

 bout the sa

ogy. The br

ighly cluste

a human b

ty in degree

e two infor

serialised a

Web, anot

parisons ac

d the inter

of small-w 

y Watts & Stro

e energy, 1

in is a mas

ed. It’s nor

ain, where

distributio

ation proc

nd centralis

er self-org

ross vast sp

et display 

rld networ

gatz.

00 watts, b

sively parall

al for a ne

s a transist

and cluste

essing netw 

ed, but to a

nised syste

atial scales i

cale-free d

s. Let’s loo

t they 

elised,

ron to

r or

ring

orks.

large

m. By 

n a

gree

at this

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 A small

diagra

is chara

a shortc

 what is

 world s

accessi

mobilit

 were fir

Fig. 16 E

-world netw 

) and yet c

cterised by 

ut if you wil

known as a

ate. From a

ility from a

if you will.

st observed

pithelial cell ne

ork exhibit

ntains high

ots of local

l. Only a fe

phase trans

spatial net

 y given no

We see sm

in social ne

tworking. [ so

low mean

clustering

connectivit

of these lo

ition, from

ork standp

e to any ot

ll-world pr

 works by 

rce ]

ath length

oefficients

 between n

nger links

relatively 

oint, small

er node, a

perties pri

atts & Stro

between a

(C on the di

odes, as wel

re required

oorly conn

 worlds mea

homogenou

arily in sel

atz.

 y two arbit

gram). Yo

l as the occ

in order to

cted global

high level

s distributi

f-organised

ry nodes (

can see he

sional long

tip the netw 

state into a

of mean

n of high le

networks.

on the

e that it

r link,

ork, in

small-

 vels of 

hey 

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Comingthat it i

self-org

develop

formin

Let’s lo

Morph

Here w sponta

Fig. 17 E

The net

self-org

unsupe

may see

period

are not

 back to neboth a self 

anising stru

ing its dend

new synap

k more clo

ogenesis  

can see epieously for

pithelial cell ne

 works they 

anised netw 

 vised grow 

it in the de

f time, part

present.

ral networassembling

cture, as ne

rites, probi

es.

ely at this

thelial cellsing networ

tworking vide

roduce via

ork formati

h of self-int

elopment

icularly wh

s. If we loostructure,

urons deter

g into its s

echanism

in a collages via rando

.

this mecha

on is not oft

erested age

f linkages b

re regional

at the gros neurons

ine which

rrounding

f biological

n substratem motion a

ism are str

en seen in

nts, or node

etween urb

policies rel

th of the bnd dendrit

other neur

in search o

growth.

doing a simnd outreac

ongly meshl

rban growt

s. I will allo

an centers t

ting to co

ain, or neus grow and

ns to conne

f neighbour

ilar thing to.

ike in topol

h as it requi

myself to

at prolifer

pactness or

ogenesis, w reproduce,

ct to, each

ing neuron

neurons;

ogy. This ki

res the

speculate t

te over a lo

urban cont

e seeand a

euron

and

d of 

at you

ng

ainment

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The probing we see here due to cell tip growth is a form of morphogenesis. The term

morphogenesis describes the various processes that result in the development of form in cellular

 biological systems. Let’s look at more morphogenetic processes, because they can show us some

spatial outcomes of self-organisation.

Here’s one of the most fundamental, mitosis,

Fig. 18 Mitotic processes in a one-hour old fruit fly embryo imaged via confocal microscopy. A Histone protein is tagged

with a substance that allows us to track cell nuclei.

It is interesting to note that mitosis creates very dense but essentially decentralised

morphologies. We can say they’re decentralised because a centrality analysis of the network 

representation will show us that no cell in the system is especially important from the point of 

 view of the global connectivity of the system. Cellular systems provide us with a good

demonstration of this fact, that high-density form is not the same as centralised form.

In this mesh topology, cell integration is not as good as that evinced in small-world networks,

 because, as with the vascular bundle, long range shortcuts are not available. Note the

synchronisation of various phases of mitotic processes across all the cells.

Lastly here are epithelial ducts developing a complex network structure through a process known

as branching morphogenesis. This movie depicts a fragment of epithelium growing in a 3D gel of 

extracellular matrix proteins. New ducts initiate, elongate, bifurcate, and stop. This

morphogenetic process underpins the fractal cardiovascular structures in our own bodies. It

creates self-similar, dendritic structures, a tree topology.

Fig. 19 Branching Morphogenesis in epithelial cells.

The Sabin & Jones architecture studio has examined the effects of branching morphogenesis in

endothelial cells and how the attractive forces between the cells deform the substrate, which is

modelled as an extra-cellular matrix, or ECM,

Fig. 20 Model showing ECM deformations produced by spontaneous network formation in enothelial cells, by Sabin &

Jones. [ source ]

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My own

propose

pattern

Fig. 21 A

of Papilio

[ source ]

research in

d by Alan T

formation i

lan Turing’s re

Dardanus.

to morpho

uring in the

organism

action-diffusio

enesis has r

50s. He wa

, from butt

model for pat

evolved aro

s trying to f 

rfly wing p

tern formation

und the rea

ind a mathe

tterns to z

has successf

ction-diffus

matical mo

 bra stripes.

lly been appli

ion dynami

el to explai

 

d to the wing

s

n

patterns

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He pro

period

 be blac

forms.

gene exgenerat

Fig. 22 G

osed the di

f time, the

or white a

iologists w 

ression. I’ive graphics

enerative mod

fusion of a

oncentrati

cording to t

uld call the

e used thes.

el showing ho

activator a

n gradients

he concentr

se activator

reaction-d

reaction-diff

nd inhibito

dictating c

ation of a

s morphoge

iffusion dy 

sion dynamic

through a

ll differenti

hite-cell ac

ns, as these

amics to ex

can produce

evolving c

ation, ie a z

ivator at th

are the pro

plore morp

gradients in a

llular syste

ebra skin ce

e point whe

teins that r

ology usin

matrix of lines.

over a

ll can

it

gulate

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In my g

investig

activatoand dep

deformi

result.

no two

Fig. 23 G

raphics I’ve

ate what ki

r and inhibilete over ti

ng lines an

radients in

patial elem

enerative mod

used a gro

d of format

tor, hiddene. In this g

affecting li

morphoge

ents alike.

el showing ho

ing matrix

ions this ki

from view,raphic you

ne growth.

esis are cap

reaction-diff

of straight l

d of dyna

are placed ran see a gr

No two vert

able of crea

sion dynamic

nes, one ad

ics can pro

andomly ondient oper

ical slices of 

ting this ki

can produce

ded at each

uce. My m

the canvas.ting from l

this image

d of hetero

pattern formati

time step, t

rphogens,

. They react,ft-to-right,

are the sam

enous spac

ion in a matrix

n

diffuse

e as a

e, with

of lines.

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In this

of shap

Fig. 24 G

ne you can

 by a force

enerative mod

see pattern

f attractio

el showing ho

formation i

induced b

an uninhibite

n organic lo

the activat

d attractor ca

oking tendr

r.

produce inte

iled structu

sities in a mat

es, lines cu

rix of lines.

rved out

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In this

appear

diffusiocompo

parame

influen

In the u

mechan

exampl

residen

Reggia

influenstreet

ne you can

round the l

n functionsents, there

tric images

e evolving

rban analo

ism, in the

, you can t

ial ‘genes’ i

i of UCL ha

es populatiatrix, defor

see what ha

ocation of t

and reactiois a large p

s a means

rban form

 y, you can t

orm of a m

ink of plan

cells as th

s used react

n distributmed by bot

ppens whe

he activator

kinetics y ase space o

f visual thi

n a setting

hink of thes

rphogen, t

ed retail or

concentra

ion-diffusio

ion in just sattractors

the inhibit

, which aga

u choose apotential

king on th

f decentral

e models as

at activate

business lo

ion of the a

n dynamics

uch a mannand cell int

or has a lo

n acts as an

d the proporphologie

potential o

ised urban

 based on s

or inhibits

cations as p

ctivator diff 

to model h

er. You canractions.

concentrat

attractor.

rty of yours. I’ve rend

f morphoge

olicy.

lf-organisi

certain cell

otential act

uses throug

 w the cost

also think o

ion. Intensi

epending o

graphicalred many s

netic dyna

g cells and

 behaviours

ivators, acti

h space. Au

of transport

f the ECM

ies

n the

uch

ics to

a policy 

. For

 vating

ra

ation

s a

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It shoul

express

morpho

Before

micelle

Fig. 25 M

Sodium

sheets,

physics

I want t

multitu

the city.

living t

some fo

Fig. 26 C

d be noted t

gradients. I

genetically 

oving on I’

,

icelle formatio

oleate mol

s a result o

and chemis

o skip to th

e of compl

This 4-way 

non-living

rm of centr

omplex syste

hat networ

nformation

induced for

d like to bri

n in sodium ol

cules self-o

f hydrophili

try acting o

urban scal

x systems

chart show 

and self-or

lised plann

s 4-way chart

representa

is invariabl

s into net

efly show y 

ate molecules

rganise into

c and hydro

molecules

now finall

as allowed

some of th

anised to o

ing.

tions of spa

 y lost durin

orks.

u one mor

. [ source ]

a variety o

phobic mol

— the syste

, to articul

me to prop

complex s

ganised. T

ce, being di

the proces

self-organi

forms, incl

ecular ends.

m is not ali

te some of 

rly situate

stems I’ve l

e term org

continuous

s of convert

sing micros

ding spher

Crucially t

e.

 y researc

 y system o

ooked at, si

nised in thi

, can’t accu

ing

copic syste

es, circles a

ough, this i

aims. Loo

f interest, n

tuated on a

s case refer

ately 

,

nd

s just

ing at a

amely 

axis of 

ing to

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 You can

systems

left – th

middle

environ

terms o

dynami

south o

So, to

One of 

Growi

Fig. 27 A

see microc

and social

ese are non

of these axe

ment andin

f all the uns

c will vary d

the Wester

 y research

 y aims is t

g Cities 

rchigram’s plu

ips and po

etworks in

-living, self-

s. They are l

frastructure

pervised d

epending o

n post-met

ims.

grow citie

-in city (1964)

t-modern

the top left,

organised c

iving syste

. In part or

ecisions ma

whether y 

opolis.

.

. [ source ]

rchitecture

and micell

omplex syst

s characte

anised by c

de by indivi

u’re lookin

in the botto

s and the

ems. Cities

ised by soci

entral agen

dual develo

g at say, inf 

m right, br

orld Wide

however, fa

al interacti

ies, in part

ers. This o

rmal urba

ins, cellula

 Web in the

ll squarely i

n within a

self-organis

rganisation

ism in the

ottom

n the

uilt

ing, in

l

lobal

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This tra

 Archigr

multituof this a

arise ou

The ma

Fig. 28 C

dition start

am proposi

e of cranesdaptive fra

t of heuristi

with the c

edric Price (19

d out in ar

g this plug

. It was theiework of 

cs.

gar and the

64). [ source ]

hitecture in

in city, arra

r assertion tulti-storey,

detachable

the 60s, wi

nged withi

hat organicpluggable

collar in th

th the Bartl

a huge sca

, complex grchitectura

s image,

ett’s own ar

folding and

owth pattel units, that

chitectural

presided o

ns could ar‘organicnes

roup

er by a

ise outs’ could

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is Cedri

his ideahis Fun

site on t

Fig. 29 C

c Price. He i

s relating fePalace proj

he River Le

edric Price’s F

ntroduced

edback cybct, a propo

a.

un Palace. [ s

he term ge

rnetic systesed cultural

urce ]

erator into

ms to respocenter to b

architectur

nsive architlocated on

al practice i

ectures. Thwhat is no

n the 60s, a

ese ideas w London’s

s part of 

nt intolympic

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In my o

ruleset

I’m con

heyday 

for the

excelle

Fig. 30 T

1960. [ s

 wn researc

esigned to

cious in thi

of systems

ity. Here ar

t book fro

ransport netwo

urce ]

, I’m using

describe gr

s mode of e

lanning, th

e just four t

that era.

rks for theoret

Price’s term

 wth rules.

nquiry of h

60s, whic

heoretical t

any of thes

ical settlement

, generator,

rking back 

saw syste

ansport sys

are based

s (A) Kohl, 18

to describe

to what Pet

s analysts

tems compi

n fairly red

0 (B) Christall

a bottom-u

r Hall has

ropose ma

led in Hagg

uctive shor

er, 1933 (C) L

p urban pol

escribed as

 y idealised

ert & Chort

est path an

osch, 1954 (D)

icy 

the

forms

ey’s

lysis.

Isard,

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 A mode

interest

to mod

Hillier iplacem

Fig. 31 C

rn approac

ed in growi

l environm

n the 80s, hnt rules for

ellular automa

to urban g

g emergen

ntal, trans

e attemptebuildings.

a model for gr

owth mode

forms usin

ort or econ

to reprodu

owing French

ls makes a

g bottom-u

omic policy 

ce the com

hamlets, by Bi

ignificant d

rulesets, o

. In this cell

lex form of 

ll Hillier (1989)

eparture, in

r generator

lar autom

French vill

[ source ]

that we are

, which can

ta model b

ges using

 be used

Bill

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My sup

 work ouse dyn

Fig. 32 C

rvisor Mik 

the dual uramics. Here

rystal city gro

Batty’s ow 

 ban evolutiare some o

th, variations

research a

nary modef his attemp

ith stochastic

lso contain

l, or DUEMts to model

noise, by Mik

a variety o

, designed acrystal gro

Batty. [ sourc

growth mo

s a predictith systems

e ]

dels, includ

e model fowith noise,

ing his

land

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 We can

aspects

incorpo

environ based o

Fig. 34 T

broadly cat

of real worl

rate develo

mental polin Mathieu

hree stages of

gorise gro

d urban sys

ment rules

 y and analelie’s polic

growth in Mat

th models i

ems. Secon

ts, or gene

se their resrulesets,

ieu Helie’s co

nto two typ

dly, a breed

ators, to m

ults. One suhich are de

mplex grid. [ s

es. First tho

of growth

del new fo

ch algorithigned to ha

urce ]

se that atte

odel that a

ms of econ

ic model isrness self-o

pt to mod

ttempts to

mic, trans

the complerganisation

l

ort or

x grid,.

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The thr

1. Any s

networ

anyone,

2. The

order to

3. Stree

acciden

The rul

develop

develop

Fig. 35 M

e principle

ize of urban

. This ensu

no matter t

etwork mu

participate

ts must not

ts are encou

sets allow 

er replace t

ment can p

athieu Helie’s

Helie stat

growth is a

es that the

heir econo

t not beco

in large-sc

grow too lo

raged.

rivate deve

e part used

oduce wide

complex grid.

s as the bas

llowed as lo

city has the

ic importa

e so compli

le activities

g without i

lopment on

up by exte

r roads, whi

[ source ]

is of his gro

ng as the n

economic fl

ce, to cont

cated that i

and a cultu

nterruption

any availab

ding the n

ch you can

 wth model

 w growth e

exibility of 

ibute to th

t becomes i

re of conge

in such a w 

le part of th

twork arou

see in yello

re:

tends the b

he medieva

city’s grow 

possible t

tion.

ay that spee

e network s

d the new 

.

oundary of 

l city and al

th.

move arou

ding and tr

o long as th

lock. Com

the

lows

nd in

ffic

unity 

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Policy i

produc

Throug

growth

in dicta

 based o

are esseThey ar

But by 

instruct

organis

contem

One of 

organis

urban f come in

tervention

more of a s

this mode

through cos

ing precisel

n dense urb

ntially behae also still si

uilding soft

ionalDNA a

tion can cr

orary citie

 y research

tion by mo

rms and prterms of a

are allowe

mall-world

Helie atte

tly, specula

 y how grow 

an form. It’

 vioural momplistic.

 ware mode

s opposed t

ate urban

and comp

aims is to p

deling grow 

oviding anetwork an

, only for t

connectivit

pts to sho

ive infrastr

th occurs. T

not withou

els for plan

s with thes

the agent

nvironmen

re those dif 

roduce algo

th accordin

nalytical tolysis of thei

e widenin

model.

how polic

cture inve

he outcome

t its compli

ners and co

kind of gr

f a total, ce

ts with diffe

ferences.

rithmic urb

to these p

olkit to anar connectivi

of existing

can reduce

tment, and

, or so he cl

cations how 

ntain ideol

 wth rules,

ntralised vi

rent connec

an growth

licy genera

lyse the emty properti

links into ri

its predicti

reduce its o

ims, is sus

ever, as the

gical state

here policy 

ion, we ca

tivity prope

odels whic

ors, investi

rgent morps. These m

ng roads th

 ve role in pr

rganisation

ainable gro

se kind of 

ents about

acts like

analyse ho

rties to our

h harness s

gating the r

hologies. Tdels will

t

ojecting

al role

 wth

odels

policy.

 w self-

 

lf-

esultant

is will

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necessa

analyst

rulesets

My sec

include

Urban

Let’s lo

this wo

Fig. 36-4

Here is

the low 

represe

further

From a

general

tertiary 

rily produc

in the 60s,

.

nd researc

bus, rail an

Connectiv 

k at scales

k.

Increasing s

a segment o

st end of o

ted as das

up the scale

systems vie

 y not be de

roads,

far more h

as we begi

aim is a sy 

tube netw 

ity  

f connectiv 

ales of conne

f East Lond

r hierarchy 

ed lines. Y 

. We can sa

point, this

endent on

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These t

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ou can see a single resi ential lattice up near t e top but t e rest is

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The pri

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 As we h

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In this

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 As I me

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I’ve em

have co

in his cl

***

In sum

science

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connect

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assic Londo

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can provide

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models by 

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transport n

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novel analysis and novel techniques for identifying low-cost reconfigurations of transport links

 based on these insights.

I’ve touched on how creating generative growth models for cities that embrace self-organisation

through bottom-up policy rules, or generators, can provide insights into how to produce more

sustainable urban form. Even our cursory glance at cell biology gives us clear examples of very 

dense yet decentralised spatial formations which allow for effective transport of nutrients

through porous structures and boundary diffusion. These kind of insights into density,

morphology and transport can contribute to the discourse on sustainable urban form and growth.

Lastly, I’ve introduced several concepts from morphogenetic systems, such as cells, gradients,

extra-cellular matrix, motility and morphogens, which are useful when talking about emergent

morphologies, a vocabulary that can be employed in the kind of urban growth models I am

 working with.

Thank you.

See Also: Network , Infrastructure, Cybernetics, Emergence, Morphogenesis, Space Syntax 

Bibliography  

  1 Norbert Wiener, Cybernetics: or Control and Communication in the Animal and the Machine (Boston: The MIT Press,

1965)

  2 Stanley Mathews, From Agit-prop to Free Space: The Architecture of Cedric Price (London: Black Dog Publishing,

2007)

  3 Peter Cook et al, Archigram (New York: Princeton Architectural Press, 1999)

  4 Chorley, R. J. and Haggett, P., Network Analysis in Geography (London: Hodder & Stoughton, 1969)

  5 T. Sekimura, S. Noji, N. Ueno, P. K. Maini, Morphogenesis and Pattern Formation in Biological Systems (London:

Springer, 2003)

  6 Manuel Castells, Rise of The Network Society (Volume 1) (NJ: Wiley, 1996)

  7 Bill Hillier, Julienne Hanson, The Social Logic of Space (Cambridge: Cambridge University Press, 1989)

  8 Michael Batty, Cities & Complexity (Boston: MIT Press, 2007)

  9 Nikos A. Salingaros, Principles of Urban Structure (Athens: Techne Press, 2005)

  10 Gilles Deleuze, Felix Guattari, A Thousand Plateaus (London: Continuum, 2004)

  11 Francesca Medda, Peter Nijkamp, Piet Rietveld, A Morphogenetic Perspective on Spatial Complexity (London:

Springer, 2009)

  12 Jamie A. Davies, Mechanisms of Morphogenesis (London: Elsevier, 2005)

  13 Vojin G. Oklobdzija, Ram K. Krishnamurthy, High-Performance Energy-Efficient Microprocessor 

Design (Netherlands: Springer, 2006)

  14 Peter Hall, Cities of Tomorrow: An Intellectual History of Urban Planning & Design in the Twentieth Century (New

Jersey: Wiley-Blackwell, 2002)

  15 Bocaletti et al, Complex networks: Structure and Dynamics Elsevier, Physics Reports 424 (2006) 175 – 308

  16 Eguiluz et al, Scale-free brain functional networks , Physical Review Letters Vol. 94, 018102 (2005)

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  17 Sporns et al, Organization, development and function of complex brain networks , Elsevier, TRENDS in Cognitive

Sciences Vol.8 No.9

  18 Duncan J. Watts, Steven H. Strogatz, Collective Dynamics of Small World Networks , Nature, Vol. 393 (1998)

  19 Steven H. Strogatz, Exploring complex networks , Nature Vol. 410 (2001)

  20 M.Rosvall, C.T.Bergstrom, Maps of random walks on complex networks reveal community structure , PNAS Vol. 105

No. 4 (2008)

  21 Michael Hensel, Achim Menges, Morpho-Ecologies: Towards Heterogeneous Space In Architecture Design (London:

AA Publications, 2007)

  22 Neil Leach, Digital Cities AD: Architectural Design (London: John Wiley & Sons, 2009)

Revised on October 4, 2010 20:23 by Anil Bawa-Cavia