Multi-objective optimization in computational intelligence : theory and practice / Lam Thu Bui, Sameer Alam [editors].
"Multi-objective optimization (MO) is a fast-developing field in computational intelligence research. Giving decision makers more options to choose from using some post-analysis preference information, there are a number of competitive MO techniques with an increasingly large number of MO real-...
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| Format: | Ebook |
| Language: | English |
| Published: |
Hershey :
Information Science Reference,
c2008.
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| Series: | Premier reference source.
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| Online Access: | IGI Global e-Book Collection |
Table of Contents:
- Section 1. Fundamentals:
- 1. An Introduction to Multi-Objective Optimization / Lam Thu Bui, Sameer Alam
- 2. Multi-Objective Particles Swarm Optimization Approaches / Konstantinos E. Parsopoulos, Michael N. Vrahatis
- 3. Generalized Differential Evolution for Constrained Multi-Objective Optimization / Saku Kukkonen, Lampinen Jouni
- 4. Towards a More Efficient Multi-Objective Particle Swarm Optimizer / Luis V. Santana-Quintero, Noel Ramírez-Santiago, Carlos A. Coello Coello
- 5. Multi-Objective Optimization Using Artificial Immune Systems / Licheng Jiao, Maoguo Gong, Wenping Ma, Ronghua Shang
- 6. Lexicographic Goal Programming and Assessment Tools for a Combinatorial Production Problem / Seamus M. McGovern, Surendra M. Gupta
- 7. Evolutionary Population Dynamics and Multi-Objective Optimisation Problems / Andrew Lewis, Sanaz Mostaghim, Marcus Randall
- Section 2. Applications:
- 8. Multi-Objective Evolutionary Algorithms for Sensor Network Design / Ramesh Rajagopalan, Chilukuri K. Mohan, Kishan G. Mehrotra, Pramod K. Varshney
- 9. Evolutionary Multi-Objective Optimization for DNA Sequence Design / Soo-Yong Shin, In-Hee Lee, Byoung-Tak Zhang
- 10. Computational Intelligence to Speed-Up Multi-Objective Design Space Exploration of Embedded Systems / Giuseppe Ascia, Vincenzo Catania, Alessandro G. Di Nuovo, Maurizio Palesi, Davide Patti
- 11. Walking with EMO: Multi-Objective Robotics for Evolving Two, Four, and Six-Legged Locomotion / Jason Teo, Lynnie D. Neri, Minh H. Nguyen, Hussein A. Abbass
- 12. Evolutionary Multi-Objective Optimization in Energy Conversion Systems: From Component Detail to System Configuration / Andrea Toffolo
- 13. Evolutionary Multi-Objective Optimization for Assignment Problems / Mark P. Kleeman, Gary B. Lamont
- 14. Evolutionary Multi-Objective Optimization in Military Applications / Mark P. Kleeman, Gary B. Lamont.