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Into a Deeper Understanding of Evolutionary Computing: Exploration, Exploitation, and Parameter Control : Volume 2 / by Abdul Hanif Abdul Halim, Swagatam Das, Idris Ismail.
Springer eBooks EBA - Intelligent Technologies and Robotics Collection 2024 Available online
View online- Format:
- Book
- Author/Creator:
- Abdul Halim, Abdul Hanif.
- Series:
- Emergence, Complexity and Computation, 2194-7295 ; 51
- Language:
- English
- Subjects (All):
- Computational intelligence.
- Artificial intelligence.
- Computational Intelligence.
- Artificial Intelligence.
- Local Subjects:
- Computational Intelligence.
- Artificial Intelligence.
- Physical Description:
- 1 online resource (467 pages)
- Edition:
- 1st ed. 2024.
- Place of Publication:
- Cham : Springer Nature Switzerland : Imprint: Springer, 2024.
- Summary:
- This book delves into fundamental and advanced strategies for enhancing evolutionary and metaheuristic algorithms, focusing on the vital balance between exploration and exploitation search mechanisms. As technological advancements increase optimization complexity, effectively managing this balance becomes crucial for achieving optimal solutions within reasonable computational resources. The book's distinctive structure organizes content according to optimization stages, offering a comprehensive discussion of various approaches supported by extensive literature.
- Contents:
- Location size and capacity
- Algorithm Parameters Tuning and Control
- Conclusion and Future Prospects.
- Notes:
- Description based on publisher supplied metadata and other sources.
- ISBN:
- 9783031755774
- 3031755774
- OCLC:
- 1498717000
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