Multiobjective optimization methodology : a jumping gene approach /: a jumping gene approach. (©2012)

• Record Type: Book
• Further Information: Note: K.S. Tang [and others].
• Other Names: Tang, K. S, 1967-
• Contents: Introduction; Background on Genetic Algorithms; Organization of Chapters; References; ; Overview of Multiobjective Optimization ; Classification of Optimization Methods; Multiobjective Algorithms; References; ; Jumping Gene Computational Approach ; Biological Background; Overview of Computational Gene Transposition; Jumping Gene Genetic Algorithms; Real-Coding Jumping Operations; Simulation Results; References; ; Theoretical Analysis of Jumping Gene Operations ; Overview of Schema Models; Exact Schema Theorem for Jumping Gene Transposition; Theorems of Equilibrium and Dynamical Analysis; Simulation Results and Analysis; Discussion; References; ; Performance Measures on Jumping Gene; Convergence Metric: Generational Distance; Convergence Metric: Deb and Jain Convergence Metric; Diversity Metric: Spread; Diversity Metric: Extreme Nondominated Solution Generation; Binary ε-Indicator Statistical Test Using Performance Metrics Jumping Gene Verification and Results References; ; Radio-To-Fiber Repeater Placement in Wireless Local-Loop Systems; Introduction; Path Loss Model; Mathematical Formulation; Chromosome Representation; Jumping Gene Transposition; Chromosome Repairing; Results and Discussion; References; ; Resource Management in WCDMA ; Introduction; Mathematical Formulation; Chromosome Representation; Initial Population; Jumping Gene Transposition; Mutation; Ranking Rule; Results and Discussion; Discussion of Real-Time Implementation; References; ; Base Station Placement in WLANs ; Introduction; Path Loss Model; Mathematical Formulation; Chromosome Representation; Jumping Gene Transposition; Chromosome Repairing; Results and Discussion; References; ; Conclusions ; Reference Appendices; Appendix A: Proofs of Lemmas in Chapter 4; Appendix B: Benchmark Test Functions; Appendix C: Chromosome Representation; Appendix D: Design of the Fuzzy PID Controller
• Publisher Details: Boca Raton : CRC Press
• Publication Date: 2012
• Copyright Date: 2012
• Extent: 1 online resource (xi, 235 pages), illustrations
• Subjects: 519.6; Biotechnology -- Mathematical models; Genetic algorithms; Mathematical optimization; Multiple criteria decision making; Statistics as Topic; Biotechnology; Models, Theoretical; Genetics; MATHEMATICS -- Applied; MATHEMATICS -- Probability & Statistics -- General; Biotechnology -- Mathematical models; Genetic algorithms; Mathematical optimization; Multiple criteria decision making; Electronic books
• Languages: English
• ISBNs: 9781439899212; 1439899215
• Related ISBNs: 1439899193; 9781439899199
• Notes: Note: Includes bibliographical references.; Note: Print version record.
• 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.