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Optimization and Computing using Intelligent Data-Driven Approaches for Decision-Making : Optimization Applications Hardback
Edited by Irfan (Aligarh Muslim University, India) Ali, Umar Muhammad (Modibbo Adama University, Yola, Nigeria) Modibbo, Asaju La’aro (Federal University Wukari, Nigeria) Bolaji, Harish Garg
Part of the Intelligent Data-Driven Systems and Artificial Intelligence series
Hardback
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, multi-objective optimization under Hesitant Fermatean 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 Travelling Salesman ProblemsPresents an overview of AI and Explainable AI Decision-Making XAIDM and illustrates a data-driven optimization concept for modelling 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.
Information
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Pre-Order
- Format:Hardback
- Pages:448 pages, 55 Tables, black and white; 45 Line drawings, black and white; 8 Halftones, black and whi
- Publisher:Taylor & Francis Ltd
- Publication Date:27/11/2024
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Category:
- Mathematical modelling
- Electrical engineering
- Automatic control engineering
- Communications engineering / telecommunications
- Environmental science, engineering & technology
- Computing: general
- Algorithms & data structures
- Computer networking & communications
- Computer architecture & logic design
- Artificial intelligence
- ISBN:9781032621661
Information
-
Pre-Order
- Format:Hardback
- Pages:448 pages, 55 Tables, black and white; 45 Line drawings, black and white; 8 Halftones, black and whi
- Publisher:Taylor & Francis Ltd
- Publication Date:27/11/2024
-
Category:
- Mathematical modelling
- Electrical engineering
- Automatic control engineering
- Communications engineering / telecommunications
- Environmental science, engineering & technology
- Computing: general
- Algorithms & data structures
- Computer networking & communications
- Computer architecture & logic design
- Artificial intelligence
- ISBN:9781032621661