Design and Applications of Nature Inspired Optimization
Contribution of Women Leaders in the Field
(Sprache: Englisch)
This book gives a detailed information of various real-life applications from various fields using nature inspired optimization techniques. These techniques are proven to be efficient and robust in many difficult problems in literature. The authors provide...
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Klappentext zu „Design and Applications of Nature Inspired Optimization “
This book gives a detailed information of various real-life applications from various fields using nature inspired optimization techniques. These techniques are proven to be efficient and robust in many difficult problems in literature. The authors provide detailed information about real-life problems and how various nature inspired optimizations are applied to solve these problems. The authors discuss techniques such as Biogeography Based Optimization, Glow Swarm Optimization, Elephant herd Optimization Algorithm, Cuckoo Search Algorithm, Ant Colony Optimization, and Grey Wolf Optimization etc. These algorithms are applied to a wide range of problems from the field of engineering, finance, medicinal etc. As an important part of the Women in Science and Engineering book series, the work highlights the contribution of women leaders in nature inspired optimization, inspiring women and men, girls and boys to enter and apply themselves to the field.Inhaltsverzeichnis zu „Design and Applications of Nature Inspired Optimization “
AN OVERVIEW OF SWARM INTELLIGENCE BASED ALGORITHMS.- Particle Swarm Optimization and its Applications in the Manufacturing Industry.- Role of Machine Learning in Bioprocess Engineering: Current Perspectives and Future Directions.- Advanced Selection Operation for Differential Evolution Algorithm.- Profit Optimization of Two-Unit Briquetting System using grey wolf Optimization algorithm.- Solving Portfolio optimization using Sine-cosine Algorithm embedded mutation operations.- Detecting Group Shilling Profiles in Recommender Systems: A Hybrid Clustering and Grey Wolf Optimizer Technique.- SINGLE IMAGE REFLECTION REMOVAL USING DEEP LEARNING.- Social media analysis: A tool for popularity prediction using machine learning classifiers.Autoren-Porträt
Dr. Dipti Singh, received her PhD from the Indian Institute of Technology, Roorkee studying Optimization Techniques. She currently works at the Department of Applied Mathematics, Gautam Buddha University. She does research in Applied Mathematics. Her area of interest is applications of soft computing techniques in various disciplines of engineering. Her current project is 'forecasting and Analysis of Solid Waste and its Management in India.
Bibliographische Angaben
- 2023, 1st ed. 2022, X, 204 Seiten, 58 farbige Abbildungen, Masse: 15,5 x 23,5 cm, Gebunden, Englisch
- Herausgegeben: Dipti Singh, Vanita Garg, Kusum Deep
- Verlag: Springer, Berlin
- ISBN-10: 3031179285
- ISBN-13: 9783031179280
Sprache:
Englisch
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