?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=Incorporating+characteristics+of+human+creativity+into+an+evolutionary+art+algorithm+(journal+article)&rft.creator=DiPaola%2C+Dr.++Steven&rft.creator=Gabora%2C+Dr.++Liane+M.+&rft.subject=Cognitive+Psychology&rft.subject=Artificial+Intelligence&rft.description=A+perceived+limitation+of+evolutionary+art+and+design+algorithms+is+that+they+rely+on+human+intervention%3B+the+artist+selects+the+most+aesthetically+pleasing+variants+of+one+generation+to+produce+the+next.+This+paper+discusses+how+computer+generated+art+and+design+can+become+more+creatively+human-like+with+respect+to+both+process+and+outcome.+As+an+example+of+a+step+in+this+direction%2C+we+present+an+algorithm+that+overcomes+the+above+limitation+by+employing+an+automatic+fitness+function.+The+goal+is+to+evolve+abstract+portraits+of+Darwin%2C+using+our+2nd+generation+fitness+function+which+rewards+genomes+that+not+just+produce+a+likeness+of+Darwin+but+exhibit+certain+strategies+characteristic+of+human+artists.+We+note+that+in+human+creativity%2C+change+is+less+choosing+amongst+randomly+generated+variants+and+more+capitalizing+on+the+associative+structure+of+a+conceptual+network+to+hone+in+on+a+vision.+We+discuss+how+to+achieve+this+fluidity+algorithmically.&rft.date=2009&rft.type=Journal+(Paginated)&rft.type=PeerReviewed&rft.format=application%2Fpdf&rft.identifier=http%3A%2F%2Fcogprints.org%2F6767%2F1%2Fdipaola_gabora_2009.pdf&rft.identifier=++DiPaola%2C+Dr.+Steven+and+Gabora%2C+Dr.+Liane+M.+++(2009)+Incorporating+characteristics+of+human+creativity+into+an+evolutionary+art+algorithm+(journal+article).++%5BJournal+(Paginated)%5D+++++&rft.relation=http%3A%2F%2Fcogprints.org%2F6767%2F