AI and swarm : evolutionary approach to emergent intelligence /: evolutionary approach to emergent intelligence. (2019)

• Record Type: Book
• Further Information: Note: Hitoshi Iba.
• Authors: Iba, Hitoshi
• Contents: Introduction ; What is AI? – Strong AI VS Weak AI; What is emergence?; Cellular automaton and edge of chaos AI, Alife and Emergent computation ; Evolutionary computation; How to make a bit? – Exploration vs. exploitation; Wire world: A computer implemented as a cellular automation; Langton’s ant Meta-heuristics ; Ant colony optimization (ACO); Particle swarm optimization (PSO); Artificial Bee Colony optimization (ABC); Firefly algorithms; Cuckoo search; Harmony search (HS); Cat swarm optimization (CSO); Meta–heuristics revisited Emergent Properties and swarm intelligence ; Reaction-Diffusion Computing; Queuing theory and traffic jams; Silicon Traffic and Rule 184; Segregation and immigration: What is right? Complex adaptive systems ; Diffusion-Limited Aggregation (DLA); How do snowflakes form?; Why do fish patterns change?; BZ reaction and its oscillation; Why do we have mottled snakes? Theory of Murray Emergence of intelligence ; Evolution of cooperation and defection; Evolutionary psychology and mind theory; How does slime solve a maze problem? Slime intelligence; Swarm robots Conclusion References
• Edition: 1st
• Publisher Details: Boca Raton : CRC Press
• Publication Date: 2019
• Extent: 1 online resource, illustrations (black and white, and colour)
• Subjects: 006.3; Artificial intelligence; Swarm intelligence; Evolutionary computation; Self-organizing systems
• Languages: English
• ISBNs: 9780429648434; 9780429651076; 9780429645792; 9780429027598
• Related ISBNs: 9780367136314
• Notes: Note: Includes bibliographical references and indexes.; Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.