Meta Heuristic Techniques in Software Engineering and Its Applications
METASOFT 2022
Swagatam Das editor Mihir Narayan Mohanty editor Mitrabinda Ray editor Bichitrananda Patra editor
Format:Paperback
Publisher:Springer International Publishing AG
Published:19th Oct '23
Should be back in stock very soon
This paperback is available in another edition too:
- Hardback£129.99(9783031117121)
This book discusses an integration of machine learning with metaheuristic techniques that provide more robust and efficient ways to address traditional optimization problems. Modern metaheuristic techniques, along with their main characteristics and recent applications in artificial intelligence, software engineering, data mining, planning and scheduling, logistics and supply chains, are discussed in this book and help global leaders in fast decision making by providing quality solutions to important problems in business, engineering, economics and science. Novel ways are also discovered to attack unsolved problems in software testing and machine learning. The discussion on foundations of optimization and algorithms leads beginners to apply current approaches to optimization problems. The discussed metaheuristic algorithms include genetic algorithms, simulated annealing, ant algorithms, bee algorithms and particle swarm optimization. New developments on metaheuristics attract researchers and practitioners to apply hybrid metaheuristics in real scenarios.
ISBN: 9783031117695
Dimensions: unknown
Weight: unknown
358 pages
1st ed. 2022