Swarm intelligence an approach from natural to artificial
SWARM INTELLIGENCE This important authored book presents valuable new insights by exploring the boundaries shared by cognitive science, social psychology, artificial life, artificial intelligence, and evolutionary computation by applying these insights to solving complex engineering problems. Motiva...
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| Format: | Elektronisch E-Book |
| Sprache: | English |
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Hoboken, NJ Beverly, MA
Wiley
2023
Hoboken, NJ Beverly, MA Scrivener Publishing 2023 |
| Schriftenreihe: | Concise introductions to AI and data science
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| 520 | |a SWARM INTELLIGENCE This important authored book presents valuable new insights by exploring the boundaries shared by cognitive science, social psychology, artificial life, artificial intelligence, and evolutionary computation by applying these insights to solving complex engineering problems. Motivated by the capability of the biologically inspired algorithms, "Swarm Intelligence: An Approach from Natural to Artificial" focuses on ant, cat, crow, elephant, grasshopper, water wave and whale optimization, swarm cyborg and particle swarm optimization, and presents recent developments and applications concerning optimization with swarm intelligence techniques. The goal of the book is to offer a wide spectrum of sample works developed in leading research throughout the world about innovative methodologies of swarm intelligence and foundations of engineering swarm intelligent systems; as well as applications and interesting experiences using particle swarm optimization, which is at the heart of computational intelligence. Discussed in the book are applications of various swarm intelligence models to operational planning of energy plants, modeling, and control of robots, organic computing, techniques of cloud services, bioinspired optimization, routing protocols for next-generation networks inspired by collective behaviors of insect societies and cybernetic organisms. Audience The book is directed to researchers, practicing engineers, and students in computational intelligence who are interested in enhancing their knowledge of techniques and swarm intelligence. | ||
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| spelling | Kaswan, Kuldeep Singh VerfasserIn aut Swarm intelligence an approach from natural to artificial Kuldeep Singh Kaswan, Jagjit Singh Dhatterwal and Avadhesh Kumar Hoboken, NJ Beverly, MA Wiley 2023 Hoboken, NJ Beverly, MA Scrivener Publishing 2023 ©2023 1 online resource. Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Concise introductions to AI and data science Includes bibliographical references and index. - Description based on online resource; title from digital title page (viewed on April 25, 2023) SWARM INTELLIGENCE This important authored book presents valuable new insights by exploring the boundaries shared by cognitive science, social psychology, artificial life, artificial intelligence, and evolutionary computation by applying these insights to solving complex engineering problems. Motivated by the capability of the biologically inspired algorithms, "Swarm Intelligence: An Approach from Natural to Artificial" focuses on ant, cat, crow, elephant, grasshopper, water wave and whale optimization, swarm cyborg and particle swarm optimization, and presents recent developments and applications concerning optimization with swarm intelligence techniques. The goal of the book is to offer a wide spectrum of sample works developed in leading research throughout the world about innovative methodologies of swarm intelligence and foundations of engineering swarm intelligent systems; as well as applications and interesting experiences using particle swarm optimization, which is at the heart of computational intelligence. Discussed in the book are applications of various swarm intelligence models to operational planning of energy plants, modeling, and control of robots, organic computing, techniques of cloud services, bioinspired optimization, routing protocols for next-generation networks inspired by collective behaviors of insect societies and cybernetic organisms. Audience The book is directed to researchers, practicing engineers, and students in computational intelligence who are interested in enhancing their knowledge of techniques and swarm intelligence. Swarm intelligence Dhatterwal, Jagjit Singh VerfasserIn aut Kumar, Avadhesh VerfasserIn aut 1119865069 Erscheint auch als Druck-Ausgabe 1119865069 TUM01 ZDB-30-ORH TUM_PDA_ORH https://learning.oreilly.com/library/view/-/9781119865063/?ar X:ORHE Aggregator lizenzpflichtig Volltext |
| spellingShingle | Kaswan, Kuldeep Singh Dhatterwal, Jagjit Singh Kumar, Avadhesh Swarm intelligence an approach from natural to artificial Swarm intelligence |
| title | Swarm intelligence an approach from natural to artificial |
| title_auth | Swarm intelligence an approach from natural to artificial |
| title_exact_search | Swarm intelligence an approach from natural to artificial |
| title_full | Swarm intelligence an approach from natural to artificial Kuldeep Singh Kaswan, Jagjit Singh Dhatterwal and Avadhesh Kumar |
| title_fullStr | Swarm intelligence an approach from natural to artificial Kuldeep Singh Kaswan, Jagjit Singh Dhatterwal and Avadhesh Kumar |
| title_full_unstemmed | Swarm intelligence an approach from natural to artificial Kuldeep Singh Kaswan, Jagjit Singh Dhatterwal and Avadhesh Kumar |
| title_short | Swarm intelligence |
| title_sort | swarm intelligence an approach from natural to artificial |
| title_sub | an approach from natural to artificial |
| topic | Swarm intelligence |
| topic_facet | Swarm intelligence |
| url | https://learning.oreilly.com/library/view/-/9781119865063/?ar |
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