Multi-objective optimization of a residential air source heat pump with small-diameter tubes using genetic algorithms

2016 ◽  
Vol 67 ◽  
pp. 134-142 ◽  
Author(s):  
M. Beshr ◽  
V. Aute ◽  
R. Radermacher
Keyword(s):  
Genetic Algorithms ◽  
Heat Pump ◽  
Small Diameter ◽  
Multi Objective Optimization ◽  
Multi Objective ◽  
Air Source Heat Pump

How Genetic Algorithms Handle Pareto-Optimality in Design and Manufacturing

2007 ◽  
pp. 465-482
Author(s):  
N. Chakraborti
Keyword(s):  
Genetic Algorithms ◽  
Evolutionary Algorithms ◽  
Pareto Optimality ◽  
Multi Objective Optimization ◽  
Recent Past ◽  
Multi Objective ◽  
Manufacturing Sectors ◽  
Design And Manufacturing ◽  
Basic Concepts

An informal analysis is provided for the basic concepts associated with multi-objective optimization and the notion of Pareto-optimality, particularly in the context of genetic algorithms. A number of evolutionary algorithms developed for this purpose are also briefly introduced, and finally, a number of paradigm examples are presented from the materials and manufacturing sectors, where multi-objective genetic algorithms have been successfully utilized in the recent past.

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