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Optimization and Computing ­using Intelligent ­Data-Driven Approaches for ­Decision-Making
Optimization Applications (Intelligent Data-Driven Systems and Artificial Intelligence)
By Irfan Ali (Edited by), Umar Muhammad Modibbo (Edited by), Asaju La’aro Bolaji (Edited by), Harish Garg (Edited by)

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Format
Hardback, 322 pages
Published
26 December 2024

This book comprehensively discusses nature‑inspired algorithms, deep learning methods, applications of mathematical programming, and artificial intelligence techniques. It further covers important topics such as the use of machine learning and the Internet of Things and multi‑objective optimization under Fermatean hesitant fuzzy and uncertain environment.

This book:

  • Addresses solving practical problems such as supply chain management, smart manufacturing, and healthcare analytics using intelligent computing and discusses solving the fuzzy inference system in ant colony optimization for traveling salesman problem
  • Presents an overview of artificial intelligence (AI) and explainable AI decision‑making (XAIDM) and illustrates a data‑driven optimization concept for modeling environmental and economic sustainability
  • Discusses machine learning‑based multi‑objective optimization technique for load balancing in integrated fog‑cloud environment
  • Explains the use of heuristics and metaheuristics in supply chain networks and the use of fuzzy optimization in sustainable development goals
  • Discusses sustainable transit of hazardous waste, green fractional transportation system, perishable inventory, M‑estimation of functional regression operator, and intuitionistic fuzzy sets applications

The text is primarily written for graduate students and academic researchers in diverse fields, including operations research, mathematics, statistics, computer science, information and communication technology, and industrial engineering.

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Product Description

This book comprehensively discusses nature‑inspired algorithms, deep learning methods, applications of mathematical programming, and artificial intelligence techniques. It further covers important topics such as the use of machine learning and the Internet of Things and multi‑objective optimization under Fermatean hesitant fuzzy and uncertain environment.

This book:

The text is primarily written for graduate students and academic researchers in diverse fields, including operations research, mathematics, statistics, computer science, information and communication technology, and industrial engineering.

Show more
Product Details
EAN
9781032621661
ISBN
1032621664
Publisher
Dimensions
23.4 x 15.6 x 1.9 centimeters (0.64 kg)
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