Optimization and Computing using Intelligent Data-Driven Approaches for Decision-Making

£52.99

Optimization and Computing using Intelligent Data-Driven Approaches for Decision-Making

Artificial Intelligence Applications

Mathematical modelling Electrical engineering Automatic control engineering Communications engineering / telecommunications Information technology: general topics Algorithms and data structures Computer networking and communications Computer architecture and logic design Artificial intelligence

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Collection: Intelligent Data-Driven Systems and Artificial Intelligence

Language: English

Published by: CRC Press

Published on: 26th December 2024

Format: LCP-protected ePub

ISBN: 9781040164709


Book Overview

This book comprehensively discusses nature-inspired algorithms, deep learning methods, applications of mathematical programming and artificial intelligence techniques. It will further cover important topics such as linking green supply chain management practices with competitiveness, industry 4.0, and social responsibility.

Key Topics Covered

This book:

  • Addresses solving practical problems such as supply chain management, take-off, and healthcare analytics using intelligent computing
  • Presents a comparative analysis of machine learning algorithms for power consumption prediction
  • Discusses a machine learning-based multi-objective optimization technique for load balancing in an integrated fog cloud environment
  • Illustrates a data-driven optimization concept for modeling environmental and economic sustainability
  • Explains the use of heuristics and metaheuristics in supply chain networks and the use of fuzzy optimization in sustainable development goals

Intended Audience

The text is primarily written for graduate students, and academic researchers in diverse fields including electrical engineering, electronics and communications engineering, mathematics and statistics, computer science and engineering.

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