Swarm intelligence : principles, advances, and applications /: principles, advances, and applications. (2015)

• Record Type: Book
• Further Information: Note: Aboul Ella Hassanien, Eid Alamry.
• Authors: Hassanien, Aboul Ella; Alamry, Eid
• Contents: Introduction; Sources of Inspiration; Random Variables; Pseudo-Random Number Generation; Random Walk; Chaos; Chapter Conclusion; Bibliography Bat Algorithm; Bat Algorithm (BA); BA Variants; Bat Hybridizations; BA in Real-World Applications; Chapter Conclusion; Bibliography Artificial Fish Swarm Algorithm; Fish Swarm Optimization; Artificial Fish Swarm Algorithm (AFSA) Variants; AFSA Hybridizations; Fish Swarm in Real-World Applications; Chapter Conclusion; Bibliography Cuckoo Search Algorithm; Cuckoo Search (CS); CS Variants; CS Hybridizations; CS in Real-World Applications; Chapter Conclusion; Bibliography Firefly Algorithm; Firefly Algorithm (FFA); FFA Variant; FFA Hybridizations; Firefly in Real-World Applications; Chapter Conclusion; Bibliography Flower Pollination Algorithm; Flower Pollination Algorithm (FPA); FPA Variants; FPA: Hybridizations; Real-World Applications of the FPA; FPA in Feature Selection; Chapter Conclusion; Bibliography Artificial Bee Colony Optimization; Artificial Bee Colony (ABC); ABC Variants; ABC Hybridizations; ABC in Real-World Applications; Chapter Conclusion; Bibliography Wolf-Based Search Algorithms; Wolf Search Algorithm (WSA); Wolf Search Optimizers in Real-World Applications; Chapter Conclusion; Bibliography Bird's-Eye View; Criteria (1) Classification According to Swarm Guide; Criteria (2) Classification According to the Probability Distribution Used; Criteria (3) Classification According to the Number of Behaviors Used; Criteria (4) Classification According to Exploitation of Positional Distribution of Agents; Criteria (5) Number of Control Parameters; Criteria (6) Classification According to Either Generation of Completely New Agents per Iteration; Criteria (7) Classification Based on Exploitation of Velocity Concept in the Optimization; Criteria (8) Classification According to the Type of Exploration/Exploitation Used; Chapter Conclusion
• Edition: 1st
• Publisher Details: Boca Raton : CRC Press
• Publication Date: 2015
• Extent: 1 online resource, illustrations (black and white)
• Subjects: 006.3824; Swarm intelligence
• Languages: English
• ISBNs: 9781498741071
• Related ISBNs: 9781498741064
• Notes: Note: Description based on CIP data; item 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.