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Modeling Hydra Behavior Using Methods Founded in Behavior-Based Robotics

Modeling Hydra Behavior Using Methods Founded in ... - SAIS

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38 Chapter 7. Results and discussionTransfer functionThe TF of B3 share the same task as the one of B2, namely to evoke a CP or an LP,whichever is applicable. Eqs. 7.9 and 7.10 were applied to determ<strong>in</strong>e response type also<strong>in</strong> this case. Similar to B2, the time for the applicable response was set to t + L l , wheret is the time for activation of the AC, and L l is the latency as determ<strong>in</strong>ed above. Also <strong>in</strong>this case, the duration of a CP was set to 10 s, and the duration of an LP to 60 s.7.1.4 B4: Feed<strong>in</strong>gThe feed<strong>in</strong>g behavior of <strong>Hydra</strong> is activated by the presence of GSH and, as discussed<strong>in</strong> Section 5.1.3, both activation threshold and duration of the response depend on thenutritional state of the animal. Throughout the feed<strong>in</strong>g response, there is a total <strong>in</strong>hibitionof other behaviors [52].Applicability clauseAlso for B4, an event-driven AC was used. The activation threshold and duration ofresponse were determ<strong>in</strong>ed with respect to measured data from experimental studies of theanimal.The threshold for activation of the feed<strong>in</strong>g behavior <strong>in</strong> <strong>Hydra</strong> depends on time ofstarvation. In [31], a quantitative study of this relationship was conducted. The results<strong>in</strong>dicates an exponential decrease <strong>in</strong> the feed<strong>in</strong>g threshold, T f , for an <strong>in</strong>crease <strong>in</strong> starvationtime. In a least square function fitt<strong>in</strong>g to the measured data, Eq. 7.12 was obta<strong>in</strong>ed. Theresults are shown <strong>in</strong> Fig. 7.8.T f =1.29 · 104, (7.12)Mh1.95where M h is <strong>in</strong>creased by 1 per second while the animal is not feed<strong>in</strong>g, see Eq. 6.5.The duration of B4 have been studied <strong>in</strong> [33], and <strong>in</strong>dicates a gradual recovery ofthe ability to respond follow<strong>in</strong>g a prior feed<strong>in</strong>g response. The follow<strong>in</strong>g relation wasdeterm<strong>in</strong>ed for the ability of feed<strong>in</strong>g durationD f = 1800 ( 1 − e −0.2x) , (7.13)where x = M h3600. Fig. 7.9 shows the gradual recovery.Activation of the AC occurs if M c > T f , while the AC is reset if t B4 > D f , or if M c = 0,where t B4 is the time for which B4 has been active and D f is the ability of duration of thefeed<strong>in</strong>g response at the time of activation of B4. Thus, feed<strong>in</strong>g occurs until repletion oruntil the presence of food is no longer detected by the sensory system.

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