TY  - GEN
AU  - Kulkarni, Anand J
AU  - Kulkarni,Ananda J
AU  - Satapathy,Suresh Chandra
TI  - Optimization in machine learning and applications
SN  - 9789811509933
U1  - 006.31 
PY  - 2020///
CY  - Singapore
PB  - Springer Nature
KW  - Machine Learning
KW  - Computational Intelligence
KW  - Optimization
KW  - Mathematical Optimization
KW  - Algorithm Analysis
N1  - Includes bibliography
N2  - This book discusses one of the major applications of artificial intelligence: the use of machine learning to extract useful information from multimodal data. It discusses the optimization methods that help minimize the error in developing patterns and classifications, which further helps improve prediction and decision-making. The book also presents formulations of real-world machine learning problems, and discusses AI solution methodologies as standalone or hybrid approaches. Lastly, it proposes novel metaheuristic methods to solve complex machine learning problems. Featuring valuable insights, the book helps readers explore new avenues leading toward multidisciplinary research discussions
ER  -