Search and optimization by metaheuristics : techniques and algorithms inspired by nature /: techniques and algorithms inspired by nature. (2016)

• Record Type: Book
• Further Information: Note: Ke-Lin Du, M.N.S. Swamy.
• Authors: Du, K.-L; Swamy, M. N. S
• Contents: Preface -- Introduction -- Simulated Annealing -- Optimization by Recurrent Neural Networks -- Genetic Algorithms and Genetic Programming -- Evolutionary Strategies -- Differential Evolution -- Estimation of Distribution Algorithms -- Mimetic Algorithms -- Topics in EAs -- Particle Swarm Optimization -- Artificial Immune Systems -- Ant Colony Optimization -- Tabu Search and Scatter Search -- Bee Metaheuristics -- Harmony Search -- Biomolecular Computing -- Quantum Computing -- Other Heuristics-Inspired Optimization Methods -- Dynamic, Multimodal, and Constraint-Satisfaction Optimizations -- Multiobjective Optimization -- Appendix 1: Discrete Benchmark Functions -- Appendix 2: Test Functions -- Index.
• Publisher Details: Switzerland : Birkhäuser
• Publication Date: 2016
• Extent: 1 online resource (xxi, 434 pages), illustrations (some color)
• Subjects: 519.6; Mathematics; Mathematical optimization; Mathematical optimization; Computers -- Programming -- Algorithms; Mathematics -- Applied; Computers -- Computer Simulation; Computers -- Intelligence (AI) & Semantics; Numerical analysis; Optimization; Computer modelling & simulation; Artificial intelligence; Computer science; Algorithms; Computer simulation; Engineering; Computers -- Computer Science; Maths for scientists; Electronic books
• Languages: English
• ISBNs: 9783319411927; 3319411926; 3319411918; 9783319411910
• Related ISBNs: 9783319411910
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (SpringerLink, viewed August 1, 2016).
• 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.