Innovative Computational Intelligence: A Rough Guide to 134 Clever Algorithms

Part I. Introduction

1. Introduction to Computational Intelligence
Bo Xing, Wen-Jing Gao

Part II. Biology-based CI Algorithms

2. Bacteria Inspired Algorithms
Bo Xing, Wen-Jing Gao

3. Bat Inspired Algorithms
Bo Xing, Wen-Jing Gao

4. Bee Inspired Algorithms
Bo Xing, Wen-Jing Gao

5. Biogeography-based Optimization Algorithm
Bo Xing, Wen-Jing Gao

6. Cat Swarm Optimization Algorithm
Bo Xing, Wen-Jing Gao

7. Cuckoo Inspired Algorithms
Bo Xing, Wen-Jing Gao

8. Luminous Insect Inspired Algorithms
Bo Xing, Wen-Jing Gao

9. Fish Inspired Algorithms
Bo Xing, Wen-Jing Gao

10. Frog Inspired Algorithms
Bo Xing, Wen-Jing Gao

11. Fruit Fly Optimization Algorithm
Bo Xing, Wen-Jing Gao

12. Group Search Optimizer Algorithm
Bo Xing, Wen-Jing Gao

13. Invasive Weed Optimization Algorithm
Bo Xing, Wen-Jing Gao

14. Music Inspired Algorithms
Bo Xing, Wen-Jing Gao

15. Imperialist Competitive Algorithm
Bo Xing, Wen-Jing Gao

16. Teaching–Learning-based Optimization Algorithm
Bo Xing, Wen-Jing Gao

17. Emerging Biology-based CI Algorithms
Bo Xing, Wen-Jing Gao

Part III. Physics-based CI Algorithms

18. Big Bang–Big Crunch Algorithm
Bo Xing, Wen-Jing Gao

19. Central Force Optimization Algorithm
Bo Xing, Wen-Jing Gao

20. Charged System Search Algorithm
Bo Xing, Wen-Jing Gao

21. Electromagnetism-like Mechanism Algorithm
Bo Xing, Wen-Jing Gao

22. Gravitational Search Algorithm
Bo Xing, Wen-Jing Gao

23. Intelligent Water Drops Algorithm
Bo Xing, Wen-Jing Gao

24. Emerging Physics-based CI Algorithms
Bo Xing, Wen-Jing Gao

Part IV. Chemistry-based CI Algorithms

25. Chemical-Reaction Optimization Algorithm
Bo Xing, Wen-Jing Gao

26. Emerging Chemistry-based CI Algorithms
Bo Xing, Wen-Jing Gao

Part V. Mathematics-based CI Algorithms

27. Base Optimization Algorithm
Bo Xing, Wen-Jing Gao

28. Emerging Mathematics-based CI Algorithms
Bo Xing, Wen-Jing Gao

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