Evolutionary Constrained Optimization

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Datta, Rituparna (Επιμελητής έκδοσης), Deb, Kalyanmoy (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New Delhi : Springer India : Imprint: Springer, 2015.
• Σειρά: Infosys Science Foundation Series,
• Θέματα: Engineering.; Artificial intelligence.; Mathematical optimization.; Computational intelligence.; Mechanical engineering.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).; Mechanical Engineering.; Optimization.

This book makes available a self-contained collection of modern research addressing the general constrained optimization problems using evolutionary algorithms. Broadly the topics covered include constraint handling for single and multi-objective optimizations; penalty function based methodology; mu...

Πίνακας περιεχομένων:

• A Critical Review of Adaptive Penalty Techniques in Evolutionary Computation
• Ruggedness Quantifying for Constrained Continuous Fitness Landscapes
• Trust Regions in Surrogate-Assisted Evolutionary Programming for Constrained Expensive Black-Box Optimization
• Ephemeral Resource Constraints in Optimization
• Incremental Approximation Models for Constrained Evolutionary Optimization
• Efficient Constrained Optimization by the ε Constrained Differential Evolution with Rough Approximation
• Analyzing the Behaviour of Multi-Recombinative Evolution Strategies Applied to a Conically Constrained Problem
• Locating Potentially Disjoint Feasible Regions of a Search Space with a Particle Swarm Optimizer
• Ensemble of Constraint Handling Techniques for Single Objective Constrained Optimization
• Evolutionary Constrained Optimization: A Hybrid Approach.