Bioinspired Heuristics for Optimization

✍ Scribed by El-Ghazali Talbi, Amir Nakib

• Publisher: Springer International Publishing
• Year: 2019
• Tongue: English
• Leaves: 314
• Series: Studies in Computational Intelligence 774
• Edition: 1st ed.
• Category: Library

✦ Synopsis

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.

✦ Table of Contents

Front Matter ....Pages i-viii
Possibilistic Framework for Multi-objective Optimization Under Uncertainty (Oumayma Bahri, Nahla Benamor, El-Ghazali Talbi)....Pages 1-26
Solving the Uncapacitated Single Allocation p-Hub Median Problem on GPU (A. Benaini, A. Berrajaa, J. Boukachour, M. Oudani)....Pages 27-42
Phase Equilibrium Description of a Supercritical Extraction System Using Metaheuristic Optimization Algorithms (Ivan Amaya, Cristian Jiménez, Rodrigo Correa)....Pages 43-60
Intrusion Detection System Based on a Behavioral Approach (Mehdi Moukhafi, Seddik Bri, Khalid El Yassini)....Pages 61-75
A New Hybrid Method to Solve the Multi-objective Optimization Problem for a Composite Hat-Stiffened Panel (Ahmad El Samrout, Oussama Braydi, Rafic Younes, Francois Trouchu, Pascal Lafon)....Pages 77-88
Storage Yard Management: Modelling and Solving (Gustavo Campos Menezes, Geraldo Robson Mateus, Martín Gómez Ravetti)....Pages 89-108
Multi-capacitated Location Problem: A New Resolution Method Combining Exact and Heuristic Approaches Based on Set Partitioning (Mohammed El Amrani, Youssef Benadada, Bernard Gendron)....Pages 109-121
Application of Genetic Algorithm for Solving Bilevel Linear Programming Problems (M. Ait Laamim, A. Makrizi, E. H. Essoufi)....Pages 123-136
Adapted Bin-Packing Algorithm for the Yard Optimization Problem (Chafik Razouk, Youssef Benadada, Jaouad Boukachour)....Pages 137-152
Hidden Markov Model Classifier for the Adaptive ACS-TSP Pheromone Parameters (Safae Bouzbita, Abdellatif El Afia, Rdouan Faizi)....Pages 153-169
CHN and Min-Conflict Heuristic to Solve Scheduling Meeting Problems (Adil Bouhouch, Chakir Loqman, Abderrahim El Qadi)....Pages 171-184
A Probabilistic Finite State Machine Design of Particle Swarm Optimization (Abdellatif El Afia, Malek Sarhani, Oussama Aoun)....Pages 185-201
Algorithm Selector and Prescheduler in the ICON Challenge (François Gonard, Marc Schoenauer, Michèle Sebag)....Pages 203-219
A Metaheuristic Approach to Compute Pure Nash Equilibria (Niels Elgers, Nguyen Dang, Patrick De Causmaecker)....Pages 221-233
Hybrid Genetic Algorithms to Solve the Multidimensional Knapsack Problem (Abdellah Rezoug, Mohamed Bader-El-Den, Dalila Boughaci)....Pages 235-250
Solving the Home Health Care Problem with Temporal Precedence and Synchronization (Sophie Lasfargeas, Caroline Gagné, Aymen Sioud)....Pages 251-267
Automatically Generating Assessment Tests Within Higher Education Context Thanks to Genetic Approach (R. Ciguené, C. Joiron, G. Dequen)....Pages 269-282
Ant Colony Optimization for Optimal Low-Pass Filter Sizing (Loubna Kritele, Bachir Benhala, Izeddine Zorkani)....Pages 283-299
Maximum a Posteriori Based Evolutionary Algorithm (Asmaa Ghoumari, Amir Nakib, Patrick Siarry)....Pages 301-314

✦ Subjects

Engineering; Computational Intelligence; Artificial Intelligence (incl. Robotics)