Applications of multi-objective evolutionary algorithms (World Scientific, 2004)
Includes bibliographical references and index
An Introduction to Multi-Objective Evolutionary Algorithms and Their Applications -- Applications of Multi-Objective Evolutionary Algorithms in Engineering Design -- Optimal Design of Industrial Electromagnetic Devices: A Multiobjective Evolutionary Approach -- Groundwater Monitoring Design: A Case Study Combining Epsilon Dominance Archiving and Automatic Parameterization for the NSGA-II -- Using a Particle Swarm Optimizer with a Multi-Objective Selection Scheme to Design Combinational Logic Circuits -- Application of Multi-Objective Evolutionary Algorithms in Autonomous Vehicles Navigation -- Automatic Control System Design via a Multiobjective Evolutionary Algorithm -- The Use of Evolutionary Algorithms to Solve Practical Problems in Polymer Extrusion -- The Use of Evolutionary Algorithms to Solve Practical Problems in Polymer Extrusion -- City and Regional Planning via a MOEA: Lessons Learned -- A Multi-Objective Evolutionary Algorithm for the Covering Tour Problem --
- A Computer Engineering Benchmark Application for Multiobjective Optimizers -- Multiobjective Aerodynamic Design and Visualization of Supersonic Wings by Using Adaptive Range Multiobjective Genetic Algorithms -- Applications of a Multi-Objective Genetic Algorithm in Chemical and Environmental Engineering -- Multi-Objective Spectroscopic Data Analysis of Inertial Confinement Fusion Implosion Cores: Plasma Gradient Determination -- Application of Multiobjective Evolutionary Optimization Algorithms in Medicine -- On Machine Learning with Multiobjective Genetic Optimization -- Generalized Analysis of Promoters: A Method for DNA Sequence Description -- Multi-Objective Evolutionary Algorithms for Computer Science Applications -- Design of Fluid Power System Using a Multi Objective Genetic Algorithm -- Elimination of Exceptional Elements in Cellular Manufacturing Systems Using Multi-Objective Genetic Algorithms -- Single-Objective and Multi-Objective Evolutionary Flowshop Scheduling --
- Evolutionary Operators Based on Elite Solutions for Bi-Objective Combinatorial Optimization -- Multi-Objective Rectangular Packing Problem -- Multi-Objective Algorithms for Attribute Selection in Data Mining -- Financial Applications of Multi-Objective Evolutionary Algorithms: Recent Developments and Future Research Directions -- Evolutionary Multi-Objective Optimization Approach to Constructing Neural Network Ensembles for Regression -- Optimizing Forecast Model Complexity Using Multi-Objective Evolutionary Algorithms -- Even Flow Scheduling Problems in Forest Management -- Using Diversity to Guide the Search in Multi-Objective Optimization