Bioinspired Heuristics for Optimization 1st edition by El Ghazali Talbi, Amir Nakib 3319951033 9783319951034

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Product details:

ISBN-10 :  3319951033 

ISBN-13 :  9783319951034

Author:   El-Ghazali Talbi, Amir Nakib 

This book presents recent research on bioinspired heuristics for optimization. Learning- based and black-box optimization exhibit some properties of intrinsic parallelization, and can be used for various optimizations problems. Featuring the most relevant work presented at the 6th International Conference on Metaheuristics and Nature Inspired Computing, held at Marrakech (Morocco) from 27th to 31st October 2016, the book presents solutions, methods, algorithms, case studies, and software. It is a valuable resource for research academics and industrial practitioners.

Bioinspired Heuristics for Optimization 1st Table of contents:

1. Possibilistic Framework for Multi-objective Optimization Under Uncertainty
2. Solving the Uncapacitated Single Allocation p-Hub Median Problem on GPU
3. Phase Equilibrium Description of a Supercritical Extraction System Using Metaheuristic Optimization Algorithms
4. Intrusion Detection System Based on a Behavioral Approach
5. A New Hybrid Method to Solve the Multi-objective Optimization Problem for a Composite Hat-Stiffened Panel
6. Storage Yard Management: Modelling and Solving
7. Multi-capacitated Location Problem: A New Resolution Method Combining Exact and Heuristic Approaches Based on Set Partitioning
8. Application of Genetic Algorithm for Solving Bilevel Linear Programming Problems
9. Adapted Bin-Packing Algorithm for the Yard Optimization Problem
10. Hidden Markov Model Classifier for the Adaptive ACS-TSP Pheromone Parameters
11. CHN and Min-Conflict Heuristic to Solve Scheduling Meeting Problems
12. A Probabilistic Finite State Machine Design of Particle Swarm Optimization
13. Algorithm Selector and Prescheduler in the ICON Challenge
14. A Metaheuristic Approach to Compute Pure Nash Equilibria
15. Hybrid Genetic Algorithms to Solve the Multidimensional Knapsack Problem
16. Solving the Home Health Care Problem with Temporal Precedence and Synchronization
17. Automatically Generating Assessment Tests Within Higher Education Context Thanks to Genetic Approach
18. Ant Colony Optimization for Optimal Low-Pass Filter Sizing
19. Maximum a Posteriori Based Evolutionary Algorithm

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Tags: Bioinspired, Heuristics, Optimization, El Ghazali Talbi, Amir Nakib