Advances in Metaheuristics for Hard Optimization

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Siarry, Patrick (Επιμελητής έκδοσης), Michalewicz, Zbigniew (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2008.
• Σειρά: Natural Computing Series,
• Θέματα: Mathematics.; Computers.; Artificial intelligence.; Mathematical optimization.; Operations research.; Management science.; Engineering design.; Optimization.; Artificial Intelligence (incl. Robotics).; Operations Research, Management Science.; Engineering Design.; Theory of Computation.

Many advances have been made recently in metaheuristic methods, from theory to applications. The editors, both leading experts in this field, have assembled a team of researchers to contribute 21 chapters organized into parts on simulated annealing, tabu search, ant colony algorithms, general-purpos...

Πίνακας περιεχομένων:

• Comparison of Simulated Annealing, Interval Partitioning and Hybrid Algorithms in Constrained Global Optimization
• Four-bar Mechanism Synthesis for n Desired Path Points Using Simulated Annealing
• “MOSS-II” Tabu/Scatter Search for Nonlinear Multiobjective Optimization
• Feature Selection for Heterogeneous Ensembles of Nearest-neighbour Classifiers Using Hybrid Tabu Search
• A Parallel Ant Colony Optimization Algorithm Based on Crossover Operation
• An Ant-bidding Algorithm for Multistage Flowshop Scheduling Problem: Optimization and Phase Transitions
• Dynamic Load Balancing Using an Ant Colony Approach in Micro-cellular Mobile Communications Systems
• New Ways to Calibrate Evolutionary Algorithms
• Divide-and-Evolve: a Sequential Hybridization Strategy Using Evolutionary Algorithms
• Local Search Based on Genetic Algorithms
• Designing Efficient Evolutionary Algorithms for Cluster Optimization: A Study on Locality
• Aligning Time Series with Genetically Tuned Dynamic Time Warping Algorithm
• Evolutionary Generation of Artificial Creature’s Personality for Ubiquitous Services
• Some Guidelines for Genetic Algorithm Implementation in MINLP Batch Plant Design Problems
• Coevolutionary Genetic Algorithm to Solve Economic Dispatch
• An Evolutionary Approach to Solve a Novel Mechatronic Multiobjective Optimization Problem
• Optimizing Stochastic Functions Using a Genetic Algorithm: An Aeronautic Military Application
• Learning Structure Illuminates Black Boxes – An Introduction to Estimation of Distribution Algorithms
• Making a Difference to Differential Evolution
• Hidden Markov Models Training Using Population-based Metaheuristics
• Inequalities and Target Objectives for Metaheuristic Search – Part I: Mixed Binary Optimization.