Swarm Intelligence

Swarm Intelligence

by Aboul Ella Hassanien, Eid Emary
Released September 2018
Publisher(s): CRC Press
ISBN: 9781498741071

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Book description

This book delivers in-depth coverage of bat, artificial fish swarm, firefly, cuckoo search, flower pollination, artificial bee colony, wolf search, and gray wolf optimization algorithms. The text begins by addressing basic concepts related to swarm intelligence, such as randomness and chaos theory. It then describes the various swarm intelligence optimization methods, standardizing the variants, hybridizations, and algorithms whenever possible. The book not only details the similarities, differences, weaknesses, and strengths of each method, but also depicts real-world applications, emphasizing variable selection and fitness function design.

Table of contents

  1. Front Cover
  2. Contents (1/2)
  3. Contents (2/2)
  4. List of Figures
  5. List of Tables
  6. Preface
  7. 1. Introduction (1/3)
  8. 1. Introduction (2/3)
  9. 1. Introduction (3/3)
  10. 2. Bat Algorithm (BA) (1/6)
  11. 2. Bat Algorithm (BA) (2/6)
  12. 2. Bat Algorithm (BA) (3/6)
  13. 2. Bat Algorithm (BA) (4/6)
  14. 2. Bat Algorithm (BA) (5/6)
  15. 2. Bat Algorithm (BA) (6/6)
  16. 3. Artificial Fish Swarm (1/5)
  17. 3. Artificial Fish Swarm (2/5)
  18. 3. Artificial Fish Swarm (3/5)
  19. 3. Artificial Fish Swarm (4/5)
  20. 3. Artificial Fish Swarm (5/5)
  21. 4. Cuckoo Search Algorithm (1/5)
  22. 4. Cuckoo Search Algorithm (2/5)
  23. 4. Cuckoo Search Algorithm (3/5)
  24. 4. Cuckoo Search Algorithm (4/5)
  25. 4. Cuckoo Search Algorithm (5/5)
  26. 5. Firefly Algorithm (FFA) (1/6)
  27. 5. Firefly Algorithm (FFA) (2/6)
  28. 5. Firefly Algorithm (FFA) (3/6)
  29. 5. Firefly Algorithm (FFA) (4/6)
  30. 5. Firefly Algorithm (FFA) (5/6)
  31. 5. Firefly Algorithm (FFA) (6/6)
  32. 6. Flower Pollination Algorithm (1/3)
  33. 6. Flower Pollination Algorithm (2/3)
  34. 6. Flower Pollination Algorithm (3/3)
  35. 7. Artificial Bee Colony Optimization (1/8)
  36. 7. Artificial Bee Colony Optimization (2/8)
  37. 7. Artificial Bee Colony Optimization (3/8)
  38. 7. Artificial Bee Colony Optimization (4/8)
  39. 7. Artificial Bee Colony Optimization (5/8)
  40. 7. Artificial Bee Colony Optimization (6/8)
  41. 7. Artificial Bee Colony Optimization (7/8)
  42. 7. Artificial Bee Colony Optimization (8/8)
  43. 8. Wolf-Based Search Algorithms (1/3)
  44. 8. Wolf-Based Search Algorithms (2/3)
  45. 8. Wolf-Based Search Algorithms (3/3)
  46. 9. Bird's-Eye View (1/3)
  47. 9. Bird's-Eye View (2/3)
  48. 9. Bird's-Eye View (3/3)
  49. Back Cover

Product information

  • Title: Swarm Intelligence
  • Author(s): Aboul Ella Hassanien, Eid Emary
  • Release date: September 2018
  • Publisher(s): CRC Press
  • ISBN: 9781498741071