Optimization Techniques and their Applications to Mine Systems
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Product details:
- Edition number 1
- Publisher CRC Press
- Date of Publication 12 March 2025
- ISBN 9781032060996
- Binding Paperback
- No. of pages404 pages
- Size 254x178 mm
- Weight 750 g
- Language English
- Illustrations 178 Illustrations, black & white; 14 Halftones, black & white; 160 Line drawings, black & white; 4 Line drawings, color; 114 Tables, black & white 695
Categories
Short description:
This book describes the fundamental and theoretical concepts of optimization algorithms, along with their potential applications and implementation strategies in mining engineering. Reliability analysis of mine systems, inventory management in mines, and applications of non-linear optimization are discussed with examples and numerical problems.
MoreLong description:
This book describes the fundamental and theoretical concepts of optimization algorithms in a systematic manner, along with their potential applications and implementation strategies in mining engineering. It explains basics of systems engineering, linear programming, and integer linear programming, transportation and assignment algorithms, network analysis, dynamic programming, queuing theory and their applications to mine systems. Reliability analysis of mine systems, inventory management in mines, and applications of non-linear optimization in mines are discussed as well. All the optimization algorithms are explained with suitable examples and numerical problems in each of the chapters.
Features include:
• Integrates operations research, reliability, and novel computerized technologies in single volume, with a modern vision of continuous improvement of mining systems.
• Systematically reviews optimization methods and algorithms applied to mining systems including reliability analysis.
• Gives out software-based solutions such as MATLAB®, AMPL, LINDO for the optimization problems.
• All discussed algorithms are supported by examples in each chapter.
• Includes case studies for performance improvement of the mine systems.
This book is aimed primarily at professionals, graduate students, and researchers in mining engineering.
Table of Contents:
1.Introduction to Mining Systems, 2. Basics of Probability and Statistics, 3.Linear Programming and Its Applications to Mining Systems,4. Transportation and Assignment Model and Its Applications to Mining Systems, 5.Integer Linear Programming and Its Applications to Mining Systems, 6.Dynamic Programming and Its Applications to Mining Systems, 7.Network Analysis in Project Planning and Its Applications to Mining Systems, 8.Reliability Analysis of Mining Systems, 9.Inventory Management in Mines, 10.Queuing Theory and Its Application in Mines, 11.Non-linear Optimization Algorithms and Their Applications to Mining Systems, Bibliography
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