Intelligent and Evolutionary Systems : The 20th Asia Pacific Symposium, IES 2016, Canberra, Australia, November 2016, Proceedings / / edited by George Leu, Hemant Kumar Singh, Saber Elsayed

• Pubblicazione: Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017
• Edizione: 1st ed. 2017.
• Descrizione fisica: 1 online resource (XIV, 510 p.)
• Disciplina: 005.8
• Soggetto topico: Computational intelligence; Artificial intelligence; Computational Intelligence; Artificial Intelligence
• Persona (resp. second.): LeuGeorge; SinghHemant Kumar; ElsayedSaber
• Nota di bibliografia: Includes bibliographical references and index.
• Nota di contenuto: From the Content,- An Evolutionary Optimization approach for Path Planning of Arrival Aircraft for Optimal Sequencing -- A Game-Theoretic Approach to the Analysis of Traffic Assignment -- Simulation of Darwin’s and Lamarck’s Theories of Evolution Using.
• Sommario/riassunto: Over the last two decades the field of Intelligent Systems delivered to human kind significant achievements, while also facing major transformations. 20 years ago, automation and knowledge-based AI were still the dominant paradigms fueling the efforts of both researchers and practitioners. Later, 10 years ago, statistical machine intelligence was on the rise, heavily supported by the digital computing, and led to the unprecedented advances in and dependence on digital technology. However, the resultant intelligent systems remained designer-based endeavors and thus, were limited in their true learning and development abilities. Today, the challenge is to have in place intelligent systems that can develop themselves on behalf of their creators, and gain abilities with no or limited supervision in the tasks they are meant to perform. Cognitive development systems, and the supporting cognitive computing are on the rise today, promising yet other significant achievements for the future of human kind. This book captures this unprecedented evolution of the field of intelligent systems, presenting a compilation of studies that covers all research directions in the field over the last two decades, offering to the reader a broad view over the field, while providing a solid foundation from which outstanding new ideas may emerge.
• Titolo autorizzato: Intelligent and Evolutionary Systems
• ISBN: 3-319-49049-4
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910150402403321
• Lo trovi qui: Univ. Federico II
• Serie: Proceedings in Adaptation, Learning and Optimization, . 2363-6084 ; ; 8