On that basis, an artificial immune system that rests upon the self-organizing map is implemented and demonstrated by simulations. From this approach emerged artificial neural networks, genetic algorithms and recently artificial immune systems. Comparing artificial immune systems and genetic algorithms, close computational similarities can be found. Computational Intelligence aims at creating problem-solving strategies which are inspired by biological systems. From this perspective, the question emerges whether the interrelations between the nervous, endocrine and immune system can yield new or more general computational systems that can be used for problem-solving as well. In the present work, an approach to combine artificial neural networks and artificial immune systems is introduced together with a biological foundation of the computational processes shared by both paradigms. Furthermore, research showed the biological nervous and endocrine systems to be so intertwined that science now speaks of one single system, the neuroendocrine system.
An Approach to Combine Artificial Immune Systems and Neural Networks. A Dynamic Artificial Immune System Based on the Self-Organizing Map
|Формат:|| Страниц 172|
Книга по Требованию
Разнообразие метрических средств характеризации шекспировского героя (Марк Антоний в трагедии...
Количество переносов в данном монологе составляет 7 случаев. Кроме того, нами отмечены 3 случая элизии he le ers, ha h give , o he и в случая редуцированных форм слов: li k'd и o' h'. Душевное волнение, жажда битвы накладывают свой отпечаток на речь и она становится синтаксически менее правильной. Рассмотрим другой монолог, посвященный той же теме: Hear me, quee : he s ro g ecessi y of ime comma ds Our services awhile; bu my full hear Remai s i use wi h you. Our I aly Shi es o'er wi h civil swords: Sex us Pompeius Makes his approaches o he por of Rome; Equali y of wo domes ic powers Breed scrupulous fac io ; he ha ed, grow o s re g h, Are ewly grow o love. he co dem 'd Pompey, Rich i his fa her's ho our, creeps apace I o he hear s of such as have o hrived Upo he prese s a e, whose umbers hrea e ; A d quie ess, grow sick of res , would purge By a y despera e cha ge. My more par icular, A d ha which mos wi h you should safe my goi g, Is Fulvia's dea h. Здесь мы видим совершенно другую ситуацию: Антоний убеждает Клеопатру в необходимости своего отъезда, он строит свою речь синтаксически правильно, хотя ритмика и достаточно большое отклонение от иктовых позиций говорят о душевном волнении и нерешительности.
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