Data-Driven Evolutionary Optimization - Integrating Evolutionary Computation, Mach...

Intended for researchers and practitioners alike, this book covers carefully selected yet broad topics in optimization, machine learning, and metaheuristics. Written by world-leading academic researchers who are extremely experienced in industrial applications, this self-contained book is the first of its kind that provides comprehensive background knowledge, particularly practical guidelines, and state-of-the-art techniques.  New algorithms are carefully explained, further elaborated with pseudocode or flowcharts, and full working source code is made freely available.

This is followed by a presentation of a variety of data-driven single- and multi-objective optimization algorithms that seamlessly integrate modern machine learning such as deep learning and transfer learning with evolutionary and swarm optimization algorithms. Applications of data-driven optimization ranging from aerodynamic design, optimization of industrial processes, to deep neural architecture search are included.

https://rapidgator.net/file/f800e9c192d21a1ade58731acb406bf1/...Data-Driven.Evolutionary.Optimization.-.Integrating.Evolutionary.Computation.Machine.Learning.and.Data.Science.rar

https://nitro.download/view/4CE61FF6292D9E6/...Data-Driven.Evolutionary.Optimization.-.Integrating.Evolutionary.Computation.Machine.Learning.and.Data.Science.rar