This book presents a cutting-edge research procedure in the Nature-Inspired Computing (NIC) domain and its connections with computational intelligence areas in real-world engineering applications. It introduces readers to a broad range of algorithms, such as genetic algorithms, particle swarm optimization, the firefly algorithm, flower pollination algorithm, collision-based optimization algorithm, bat algorithm, ant colony optimization, and multi-agent systems. In turn, it provides an overview of meta-heuristic algorithms, comparing the advantages and disadvantages of each.
Moreover, the book provides a brief outline of the integration of nature-inspired computing techniques and various computational intelligence paradigms, and highlights nature-inspired computing techniques in a range of applications, including: evolutionary robotics, sports training planning, assessment of water distribution systems, flood simulation and forecasting, traffic control, gene expression analysis, antenna array design, and scheduling/dynamic resource management.
- ISBN:
- 9789811392658
- 9789811392658
-
Category:
- Artificial intelligence
- Format:
- Paperback
- Publication Date:
-
07-09-2020
- Publisher:
- Springer Verlag, Singapore
- Country of origin:
- Singapore
- Pages:
- 275
- Dimensions (mm):
- 235x155mm
- Weight:
- 0.44kg
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