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Adaptation, optimality, and function Adaptive vs. Adaptation •• Traits Traits are are adaptive adaptive ifif they they are are beneficial beneficial to to an an organism organism in in the the here here and and now now •• Traits Traits are are adaptations adaptations ifif they they are are the the product product of of natural natural selection selection –– They They benefited benefited the the ancestors ancestors of of the the organism organism and and figured figured in in their their selection selection •• All All combinations combinations are are possible possible –– Some Some traits traits are are both both adaptive adaptive and and adaptations adaptations –– Some Some traits traits are are neither neither adaptive adaptive nor nor adaptations adaptations –– Some Some traits traits are are adaptive adaptive but but not not adaptations adaptations –– Some Some traits traits are are not not adaptive adaptive but but adaptations adaptations Biological niches change •• Traits Traits that that were were adaptive adaptive may may cease cease to to be be –– Vestigial Vestigial organs organs such such as as the the appendix appendix •• Traits Traits that that were were adaptations adaptations may may come come to to serve serve aa different different adaptive adaptive role role –– Preadaptations Preadaptations or or exaptations exaptations Teleology and functions •• For For Aristotle, Aristotle, natural natural phenomena phenomena were were teleological teleological –– Events Events happened happened to to produce produce results results •• The The scientific scientific revolution revolution seemed seemed to to remove remove purpose purpose from from the the world world –– Events Events happened happened solely solely because because of of prior prior causes causes •• But But teleological teleological talk talk is is preserved preserved in in the the language language of of functions functions –– The The heart’s heart’s function function is is to to pump pump the the blood blood –– The The kidney’s kidney’s function function is is to to filter filter and and remove remove waste waste –– The The function function of of the the ribosome ribosome is is to to synthesize synthesize proteins proteins Functions and natural selection •• One One strategy: strategy: explain explain the the function function of of something something in in terms terms of of what what itit was was selected selected for for –– Treat Treat itit as as an an adaptation adaptation –– Function Function explained explained etiologically etiologically •• Another Another strategy: strategy: explain explain the the function function of of something something in in terms terms of of what what role role itit is is playing playing today today –– Treat Treat itit as as adaptive adaptive –– Function Function treated treated as as aa propensity propensity •• Third Third alternative: alternative: explain explain the the function function in in terms terms of of the the contribution contribution something something makes makes to to an an operating operating system system –– Detach Detach function function from from natural natural selection selection –– Function Function in in terms terms of of contributions contributions to to the the operations operations of of aa mechanism mechanism When is a trait an adaptation? •• To To be be an an adaptation, adaptation, aa trait trait must must have have figured figured in in the the reproductive reproductive success success of of ancestors, ancestors, thereby thereby providing providing an an explanation explanation of of the the presence presence of of the the trait trait in in current current organisms organisms •• How How common common are are adaptations? adaptations? –– Adaptationism: Adaptationism: the the default default assumption assumption when when identifying identifying aa trait trait is is that that itit is is an an adaptation adaptation to to some some selection selection forces forces •• Heuristic Heuristic for for evolutionary evolutionary biology—find biology—find the the selection selection forces forces which which selected selected the the trait trait and and made made itit an an adaptation adaptation –– Alternative: Alternative: only only some some traits traits are are adaptations adaptations Adaptationism: Three accounts •• Empirical Empirical adaptationism adaptationism –– Most Most biological biological traits traits are are adaptations adaptations •• Natural Natural selection selection is is the the primary primary shaper shaper of of the the traits traits of of organisms organisms •• Explanatory Explanatory adaptationism adaptationism –– Apparent Apparent design design is is biology’s biology’s central central problem problem and and natural natural selection selection is is the the fundamental fundamental answer answer •• Methodological Methodological adaptationism adaptationism –– As As aa strategy, strategy, view view traits traits as as adaptations—optimal adaptations—optimal designs designs promoted promoted by by natural natural selection selection Spandrels of San Marco •• Spandrels Spandrels are are an an inevitable inevitable consequence consequence of of mounting mounting aa dome dome on on top top of of rounded rounded arches arches •• Once Once spandrels spandrels existed, existed, they they became became places places on on which which to to present present art art •• BUT, BUT, they they were were not not included included in in the the design design as as aa place place to to put put art art Gould and Lewontin’s Critique of Adaptationism •• Traits Traits might might be be adaptive adaptive without without being being adaptations adaptations •• Traits Traits can can evolve evolve without without being being adaptations adaptations –– As As consequences consequences of of other other traits traits that that are are adaptive adaptive –– As As conserved conserved traits traits due due to to existing existing bauplan bauplan –– As As product product of of developmental developmental constraints constraints •• Adaptationist Adaptationist explanations explanations run run the the risk risk of of being being justjustso so stories stories –– Typically Typically are are not not empirically empirically vindicated vindicated Optimizing and Game Theory •• Find Find the the item item amongst amongst all all the the alternatives alternatives that that optimally optimally meets meets stated stated criteria criteria •• Search Search the the state state space space for for the the best best solution solution –– Search Search costs costs resources, resources, so so must must factor factor in in the the cost cost of of searching searching –– Search Search until until reach reach aa maximum maximum value value of of •• Outcome Outcome –– cost cost of of searching searching •• Evolution Evolution interpreted interpreted as as aa search search for for optimal optimal solutions solutions –– Generate Generate many many variants variants –– Those Those that that solve solve the the problem problem best best leave leave more more offspring offspring –– Win Win the the competition competition in in the the long-run long-run Satisficing: Herbert Simon •• •• •• Human Human rationality rationality is is bounded bounded Set Set aa criterion criterion for for aa decision decision being being “good “good enough” enough” Search Search until until an an option option is is found found that that meets meets this this criteria, criteria, then then stop stop •• Apply Apply to to nature: nature: –– “It “It appears appears probable probable that, that, however however adaptive adaptive the the behavior behavior of of organisms organisms in in learning learning and and choice choice situations, situations, this this adaptiveness adaptiveness falls falls far far short short of of the the ideal ideal ‘maximizing’ ‘maximizing’ postulated postulated in in economic economic theory. theory. Evidently, Evidently, organisms organisms adapt adapt well well enough enough to to ‘satisfice’; ‘satisfice’; they they do do not, not, in in general, general, ‘optimize’.” ‘optimize’.” Canalization: C. H. Waddington •• State State space space of of possible possible designs designs •• Development Development is is aa trajectory trajectory through through such such aa space space •• Options Options are are limited limited –– Once Once aa given given decision decision is is made made in in the the development development of of an an organism, organism, the the range range of of state state space space to to which which itit can can go go is is constrained constrained •• Development Development is is canalized—it canalized—it is is limited limited to to the the options options available available in in the the particular particular canal canal itit has has entered entered Boolean Attractor Networks: Stuart Kauffman A B C B C A 0 0 0 0 1 0 1 0 0 1 1 1 000 010 001 100 A C B A B C 0 0 0 0 0 0 0 1 1 0 1 1 1 0 1 1 0 1 1 1 1 1 1 1 110 011 101 111 Generative Entrenchment: William Wimsatt •• Three Three designs designs for for aa lock lock –– Standard Standard (no (no clues clues for for any any partial partial answers) answers) 10 = »» .5 .5 xx 10 1010 = 5,000,000,000 5,000,000,000 tries tries to to crack crack –– Cracker’s Cracker’s delight delight (each (each wheel wheel clicks clicks when when in in the the right right position) position) »» 55 xx 10 10 == 50 50 tries tries to to crack crack –– Developmental Developmental lock lock (Cracker’s (Cracker’s delight delight when when solved solved from from left left to to right, right, otherwise otherwise clicks clicks are are misleading) misleading) Ernst von Baer »» Wheels Wheels to to the the right right are are dependent dependent on on settings settings of of wheels wheels to to the the left left Testing for adaptations •• Even Even ifif the the critics critics of of adaptationism adaptationism are are right, right, there there are are adaptations adaptations •• Challenge: Challenge: how how to to test test the the claim claim that that aa trait trait is is an an adaptation adaptation –– Both Both the the selection selection forces forces and and alternative alternative traits traits are are usually usually hypothesized hypothesized –– Seek Seek best best explanation explanation for for the the observed observed phenomena phenomena •• Problem: Problem: to to many many free free parameters parameters –– Can Can always always fit fit the the phenomena phenomena •• Using Using the the comparative comparative method method to to achieve achieve further further constraint constraint Comparative Method •• Comparisons Comparisons with with other other branches branches in in the the phylogenetic phylogenetic tree tree can can provide provide evidence evidence regarding regarding aa claims claims as as to to what what has has been been selected selected (and (and so so is is an an adaptation adaptation •• Do Do the the proposed proposed selection selection events events fit fit the the phylogenetic phylogenetic pattern? pattern? –– IfIf two two alternatives alternatives (one (one vs. vs. two two horned horned rhinoceroses) rhinoceroses) are are both both evolutionarily evolutionarily stable stable strategies, strategies, then then neither neither can can be be invaded invaded by by the the other other •• But But the the one-horned one-horned species species evolved evolved from from the the two-horned two-horned one one •• Are Are there there regular regular relationships relationships between between changes changes in in traits traits and and changes changes in in habitat habitat in in aa lineage? lineage?