Nature-Inspired Methods for Metaheuristics Optimization Algorithms and Applications in Science and Engineering
This book gathers together a set of chapters covering recent development in optimization methods that are inspired by nature. The first group of chapters describes in detail different meta-heuristic algorithms, and shows their applicability using some test or real-world problems. The second part of...
Other Authors: | , |
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Format: | eBook |
Language: | English |
Published: |
Cham
Springer International Publishing
2020, 2020
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Edition: | 1st ed. 2020 |
Series: | Modeling and Optimization in Science and Technologies
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Subjects: | |
Online Access: | |
Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- 10. Application of artificial immune system in Optimal Design of Irrigation Canal
- 11. Biogeography Based Optimization for Water Pump Switching Problem
- 12. Introduction to Invasive Weed Optimization Method
- 13. Single-Level Production Planning in Petrochemical Industries using Novel Computational Intelligence Algorithms
- 14. A Multi-Agent platform to support knowledge based modelling in engineering Design
- Part II. Applications: 15. Synthesis of reference trajectories for humanoid robot supported by genetic algorithm
- 16. Linked Simulation Optimization Model for Evaluation of Optimal Bank Protection Measures
- 17. A GA Based Iterative Model for Identification of Unknown Groundwater Pollution Sources Considering Noisy Data
- 18. Efficiency of Binary Coded Genetic Algorithm in Stability Analysis of an Earthen Slope
- 19. Corridor allocation as a constrained optimization problem using a permutation-based multi-objective genetic algorithm
- Part I. Algorithms: 1. Genetic algorithms: A mature bio-inspired optimization technique for difficult problems
- 2. Introduction to Genetic Algorithm with a Simple Analogy
- 3. Interactive genetic algorithm to collect user perceptions. Application to the design of stemmed glasses
- 4. Differential Evolution and its application in Identification of Virus Release Location in a Sewer Line
- 5. Artificial Bee Colony Algorithm and An Application to Software Defect Prediction
- 6. Firefly Algorithm and its Applications in Engineering Optimization
- 7. Introduction to Shuffled Frog Leaping Algorithm and its Sensitivity to the Parameters of the Algorithm
- 8. Groundwater Management using Coupled Analytic Element based Transient Groundwater Flow and Optimization Model
- 9. Investigation of Bacterial Foraging Algorithm applied for PV parameter estimation, Selective harmonic elimination in inverters and optimal power flow for stability
- 20. The constrained single-row facility layout problem with repairing mechanisms
- 21. Geometric size optimization of annular step fin array for heat transfer by natural convection
- 22. Optimal control of saltwater intrusion in coastal aquifers using analytical approximation based on density dependent flow correction
- 23. Dynamic Nonlinear Active Noise Control. A Multi-Objective Evolutionary Computing Approach
- 24. Scheduling of Jobs on Dissimilar Parallel Machine using Computational Intelligence Algorithms
- 25. Branch-and-Bound Method for Just-in-Time Optimization of Radar Search Patterns
- 26. Optimization of the GIS based DRASTIC model for Groundwater Vulnerability Assessment