Record ID | ia:fundamentalsofco0000enge |
Source | Internet Archive |
Download MARC XML | https://archive.org/download/fundamentalsofco0000enge/fundamentalsofco0000enge_marc.xml |
Download MARC binary | https://www.archive.org/download/fundamentalsofco0000enge/fundamentalsofco0000enge_meta.mrc |
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050 00 $aQ337.3$b.E54 2005
082 00 $a006.3$222
100 1 $aEngelbrecht, Andries P.
245 10 $aFundamentals of computational swarm intelligence /$cA.P. Engelbrecht.
260 $aHoboken, NJ :$bWiley,$c2005.
300 $axxxv, 599 p. :$bill. ;$c25 cm.
504 $aIncludes bibliographical references (p. [571]-572) and index.
505 0 $a1. Introduction -- 2. Optimization problems and methods -- 3. Unconstrained optimization -- 4. Constrained optimization -- 5. Multi-solution problems -- 6. Multi-objective optimization -- 7. Dynamic optimization problems -- 8. Introduction to evolutionary computation -- 9. Evolutionary computation paradigms -- 10. Coevolution -- 11. Introduction -- 12. Basic particles swarm optimization -- 13. Particle trajectories -- 14. Convergence proofs -- 15. Single-solution particle swarm optimization -- 16. Niching with particle swarm optimization -- 17. Constrained optimization using particle swarm optimization -- 18. Multi-objective optimization with particle swarms -- 19. Dynamic environments with particle swarm optimization -- 20. Discrete particle swarm optimization -- 21. Particle swarm optimization applications -- 22. Introduction -- 23. Ant colony optimization meta-heuristic -- 24. General frameworks for ant colony optimization algorithms -- 25. Ant colony optimization algorithms -- 26. Ant colony optimization applications -- 27. Collective decision-making -- 28. Ant colony optimization convergence -- 29. Cometery organization and brood care -- 30. Division of labor -- 31. Final remarks.
650 0 $aSwarm intelligence.
650 0 $aComputational intelligence.
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