MOEA Framework

Known as: MOEA 
The MOEA Framework is an open-source evolutionary computation library for Java that specializes in multi-objective optimization. It supports a… (More)
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Highly Cited
2014
Highly Cited
2014
Recently, MOEA/D (multi-objective evolutionary algorithm based on decomposition) has achieved great success in the field of… (More)
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Highly Cited
2013
Highly Cited
2013
Combining ant colony optimization (ACO) and the multiobjective evolutionary algorithm (EA) based on decomposition (MOEA/D), this… (More)
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Highly Cited
2010
Highly Cited
2010
In some expensive multiobjective optimization problems (MOPs), several function evaluations can be carried out in a batch way… (More)
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Highly Cited
2010
Highly Cited
2010
The use of Pareto dominance for fitness evaluation has been the mainstream in evolutionary multiobjective optimization for the… (More)
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2010
2010
MOEA/D is a generic multiobjective evolutionary optimization algorithm. MOEA/D needs a approach to decompose a multiobjective… (More)
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Highly Cited
2009
Highly Cited
2009
Partly due to lack of test problems, the impact of the Pareto set (PS) shapes on the performance of evolutionary algorithms has… (More)
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Highly Cited
2009
Highly Cited
2009
This paper describes the idea of MOEA/D and proposes a strategy for allocating the computational resource to different… (More)
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2008
2008
Many multiobjective evolutionary algorithms are based Pareto domination, among them NSGA II and SPEA 2 are two very popular ones… (More)
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Highly Cited
2007
Highly Cited
2007
Decomposition is a basic strategy in traditional multiobjective optimization. However, it has not yet been widely used in… (More)
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Highly Cited
2002
Highly Cited
2002
Educational Goals of Course(s): i. Explore and evaluate Multi-Objective Evolutionary algorithm (MOEA) space, Multi-Objective… (More)
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