Cover image for Applied Genetic Algorithm and Its Variants Case Studies and New Developments
Title:
Applied Genetic Algorithm and Its Variants Case Studies and New Developments
Author:
Dey, Nilanjan. editor.
ISBN:
9789819934287
Edition:
1st ed. 2023.
Physical Description:
XI, 245 p. 100 illus., 71 illus. in color. online resource.
Series:
Springer Tracts in Nature-Inspired Computing,
Contents:
Variants of Genetics Algorithm and their Applications -- Genetic Algorithms Applications for Challenging Real-World Problems: Some Recent Advances and Future Trends -- Genetic Algorithm for Route Optimization -- Design weight minimization of a reinforced concrete beam through genetic algorithm and its variants -- IGA: an improved genetic algorithm for real-optimization problem -- Application of Genetic Algorithm based controllers in Wind Energy Systems for Smart Energy Management -- Application of Genetic Algorithm in Predicting Mental Illness: A Case Study of Schizophrenia -- Comparison of Biological Inspired Algorithm with Socio Inspired Technique on Load Frequency Control of Multisource Single Area Power system -- Genetic Algorithm and Accelerating Fuzzification for Optimum Sizing and Topology Design of Real-Size Tall Building Systems -- Evaluation of Underwater Images using Genetic Algorithm Monitored Preprocessing and Morphological Segmentation.
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