Artificial Cognitive Architecture with Self-Learning and Self-Optimization Capabilities Case Studies in Micromachining Processes /

This book introduces three key issues: (i) development of a gradient-free method to enable multi-objective self-optimization; (ii) development of a reinforcement learning strategy to carry out self-learning and finally, (iii) experimental evaluation and validation in two micromachining processes (i....

Full description

Bibliographic Details
Main Author: Beruvides, Gerardo (Author)
Corporate Author: SpringerLink (Online service)
Format: e-Book
Language:English
Published: Cham : Springer International Publishing : 2019.
Imprint: Springer,
Edition:1st ed. 2019.
Series:Springer Theses, Recognizing Outstanding Ph.D. Research,
Subjects:
Control engineering.
Computational intelligence.
Manufactures.
Artificial intelligence.
Control and Systems Theory.
Computational Intelligence.
Machines, Tools, Processes.
Artificial Intelligence.
Online Access:Full-text access
Table of Contents:
  • Introduction
  • Modeling Techniques for Micromachining Processes
  • Cross Entropy Multi-Objectve Optimization Algorithm
  • Artificial Cognitive Architecture Design and Implementation.

Similar Items