A Comprehensive Survey of Evolutionary-Based Multiobjective Optimization Techniques

1999 ◽  
Vol 1 (3) ◽  
pp. 269-308 ◽  
Author(s):  
Carlos A. Coello Coello
Keyword(s):  
Multiobjective Optimization ◽  
Optimization Techniques ◽  
Comprehensive Survey

scholarly journals Using a Product’s Sustainability Space as a Design Exploration Tool

2019 ◽  
Vol 5 ◽  
Author(s):  
Christopher A. Mattson ◽  
Andrew T. Pack ◽  
Vicky Lofthouse ◽  
Tracy Bhamra
Keyword(s):  
Multiobjective Optimization ◽  
Environmental Sustainability ◽  
Social Sustainability ◽  
Optimization Techniques ◽  
Decision Makers ◽  
Alternative View ◽  
Water Wells ◽  
Sustainable Product Development ◽  
Exploration Tool ◽  
Sustainable Product

Sustainable design is often practiced and assessed through the consideration of three essential areas: economic sustainability, environmental sustainability, and social sustainability. For even the simplest of products, the complexities of these three areas and their tradeoffs cause decision-making transparency to be lost in most practical situations. The existing field of multiobjective optimization offers a natural framework to define and explore a given design space. In this paper, a method for defining a product’s sustainability space (defined by economic, environmental, and social sustainability objectives) is outlined and used to explore the tradeoffs within the space, thus offering both the design team and the decision makers a means of better understanding the sustainability tradeoffs. This paper concludes that sustainable product development can indeed benefit from tradeoff characterization using multiobjective optimization techniques – even when using only basic models of sustainability. Interestingly, the unique characteristics of the three essential sustainable development areas lead to an alternative view of some traditional multiobjective optimization concepts, such as weak-Pareto optimality. The sustainable redesign of a machine to drill boreholes for water wells is presented as a practical example for method demonstration and discussion.

scholarly journals DESIGN OF HIGH SPEED PROPROTORS USING MULTIOBJECTIVE OPTIMIZATION TECHNIQUES

1994 ◽  
Vol 23 (2) ◽  
pp. 155-172 ◽  
Author(s):  
A. CHATTOPADHYAY ◽  
T. R. McCARTHY
Keyword(s):  
Multiobjective Optimization ◽  
High Speed ◽  
Optimization Techniques
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