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Design and applications of nature in...

Singh, Dipti.

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Design and applications of nature inspired optimization = contribution of women leaders in the field /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Design and applications of nature inspired optimization/ edited by Dipti Singh, Vanita Garg, Kusum Deep.
其他題名:	contribution of women leaders in the field /
其他作者:	Singh, Dipti.
出版者:	Cham :Springer International Publishing : : 2022.,
面頁冊數:	x, 204 p. :ill. (chiefly color), digital ;24 cm.
內容註:	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.
Contained By:	Springer Nature eBook
標題:	Mathematical optimization. -
電子資源:	https://doi.org/10.1007/978-3-031-17929-7
ISBN:	9783031179297

Design and applications of nature inspired optimization = contribution of women leaders in the field /
Design and applications of nature inspired optimizationcontribution of women leaders in the field /[electronic resource] :edited by Dipti Singh, Vanita Garg, Kusum Deep. - Cham :Springer International Publishing :2022. - x, 204 p. :ill. (chiefly color), digital ;24 cm. - Women in engineering and science,2509-6435. - Women in engineering and science..

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.

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. Provides a detailed overview of nature inspired optimization techniques from prominent women in the field; Presents well-defined variables and objective functions and their constraints of various real-life problems in nature inspired optimization; Includes methodology and criteria for presentation of the solutions obtained.

ISBN: 9783031179297

Standard No.: 10.1007/978-3-031-17929-7doiSubjects--Topical Terms:

517763
Mathematical optimization.

LC Class. No.: QA402.5

Dewey Class. No.: 006.38

Design and applications of nature inspired optimization = contribution of women leaders in the field /
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520 $a 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. Provides a detailed overview of nature inspired optimization techniques from prominent women in the field; Presents well-defined variables and objective functions and their constraints of various real-life problems in nature inspired optimization; Includes methodology and criteria for presentation of the solutions obtained.
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