Metaheuristic and Evolutionary Computation Algorithms and Applications 1st Edition by Hasmat Malik, Atif Iqbal, Puneet Joshi, Sanjay Agrawal, Farhad Ilahi Bakhsh ISBN 9789811575709 9811575703

Metaheuristic and Evolutionary Computation: Algorithms and Applications 1st Edition by Hasmat Malik, Atif Iqbal, Puneet Joshi, Sanjay Agrawal, Farhad Ilahi Bakhsh – Ebook PDF Instant Download/Delivery: 9789811575709, 9811575703 

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Product details:

ISBN 10:  9811575703 

ISBN 13: 9789811575709

Author:  Hasmat Malik, Atif Iqbal, Puneet Joshi, Sanjay Agrawal, Farhad Ilahi Bakhsh

This book addresses the principles and applications of metaheuristic approaches in engineering and related fields. The first part covers metaheuristics tools and techniques such as ant colony optimization and Tabu search, and their applications to several classes of optimization problems. In turn, the book’s second part focuses on a wide variety of metaheuristics applications in engineering and/or the applied sciences, e.g. in smart grids and renewable energy. In addition, the simulation codes for the problems discussed are included in an appendix for ready reference.

Intended for researchers aspiring to learn and apply metaheuristic techniques, and gathering contributions by prominent experts in the field, the book offers readers an essential introduction to metaheuristics, its theoretical aspects and applications.

Table of contents: 

1. Introduction: Optimization and Metaheuristics Algorithms

2. Metaheuristics Paradigms for Renewable Energy Systems: Advances in Optimization Algorithms

3. Tackling Power Quality Issues Using Metaheuristics

4. Meta-Heuristic Application in Suppression of Noise

5. A Review on Genetic Algorithm and Its Application in Power System Engineering

6. Different Variants of Particle Swarm Optimization Algorithms and Its Application: A Review

7. Applications of Metaheuristics in Power Electronics

8. Cuckoo Search Algorithm: A Review of Recent Variants and Engineering Applications

9. Energy Management System for Hybrid Energy System: Renewable Integration, Modeling and Optimization, Control Aspects and Conceptual Framework

10. Recent Advances and Application of Metaheuristic Algorithms: A Survey (2014–2020)

11. Introduction to Renewable Energy Market and Metaheuristic Algorithms for Condition Monitoring of Photovoltaic Parameter Estimation

12. Applications of Meta-heuristics in Renewable Energy Systems

13. Data-Driven Occupancy Detection Hybrid Model Using Particle Swarm Optimization Based Artificial Neural Network

14. A Maiden Application of Competitive Swarm Optimizer for Solution of Economic Load Dispatch with Parameter Estimation

15. Optimal Controller Parameter Tuning of PSS Using Sine-Cosine Algorithm

16. Application of Multi-objective Hybrid DE-PSO Optimization Technique for Network Congestion Management Through Distributed Energy Storage System

17. Optimization Solutions Using Particle Swarm Optimization in Power Systems

18. Switching Angles Computations Using PSO in Selective Harmonics Minimization PWM

19. ACO with Heuristic Desirability for Web Page Positioning Problem

20. Generating Functions of (p, q)-Analogue of I-Function Satisfying Truesdell’s Ascending and Descending Equation

21. Traffic Signal Control to Optimize Run Time for Energy Saving: A Smart City Paradigm

22. Analysis of Lead-Acid and Lithium-Ion Batteries as Energy Storage Technologies for the Grid-Connected Microgrid Using Dispatch Control Algorithm

23. Novel Application of Grid Search Algorithm for Optimization of Photovoltaic-Wind-Diesel Hybrid Systems with and Without Tracking Systems for Power Generation

24. Comparison of Meta-heuristic with Evolutionary and Local Search Methods for Feature Selection

25. Low Computational Artificial Intelligence Genetic Algorithm Assisted SLM PAPR Reduction Technique for Upcoming 5G Based Smart Hospital

26. Transmission Congestion Management Using Multi Objective Hybrid Flower Pollination and Particle Swarm Optimization Algorithm by Optimal Placement of TCSC

27. Input Voltage and Slip Power Control Schemes Based Performance Optimization of Grid-Connected Induction Generator

28. A Computational Intelligence Approach for Power Quality Monitoring

29. Diagonal Recurrent Neural Network Based Prediction Model for Sales Forecasting

30. Depth Estimation Using Convolutional Neural Network with Transfer Learning

31. Novel Application of Linear Scaling to Improve Accuracy of Optimized Artificial Neural Network Using Levenberg-Marquardt Algorithm in Prediction of Daily Nitrogen Oxide for Health Management

32. Metaheuristic Algorithm Based Hybrid Model for Identification of Building Sale Prices

33. Comparative Analysis of Optimal Scheduling of Multi-objective Non-convex Combined Heat and Power Units Using AI Techniques

34. Optimization Solutions for Demand Side Management

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Tags: Hasmat Malik, Atif Iqbal, Puneet Joshi, Sanjay Agrawal, Farhad Ilahi Bakhsh, Metaheuristic, Evolutionary Computation, Algorithms, Applications