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Evolutionary algorithm

Known as: EA (disambiguation), Artificial evolution, AE 
In artificial intelligence, an evolutionary algorithm (EA) is a subset of evolutionary computation, a generic population-based metaheuristic… Expand
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Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Review
2019
Review
2019
The growing interest in both the automation of machine learning and deep learning has inevitably led to the development of a wide… Expand
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Review
2018
Review
2018
Parameter control is aimed at realizing performance gains through a dynamic choice of the parameters which determine the behavior… Expand
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Highly Cited
2009
Highly Cited
2009
This is a progress report describing my research during the last one and a half year, performed during part A of my Ph.D. study… Expand
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Highly Cited
2007
Highly Cited
2007
  • Q. Zhang, H. Li
  • IEEE Transactions on Evolutionary Computation
  • 2007
  • Corpus ID: 7312933
Decomposition is a basic strategy in traditional multiobjective optimization. However, it has not yet been widely used in… Expand
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Highly Cited
2002
Highly Cited
2002
List of Figures. List of Tables. Preface. Foreword. 1. Basic Concepts. 2. Evolutionary Algorithm MOP Approaches. 3. MOEA Test… Expand
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Highly Cited
2001
Highly Cited
2001
The Strength Pareto Evolutionary Algorithm (SPEA) (Zitzler and Thiele 1999) is a relatively recent technique for finding or… Expand
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Highly Cited
2001
Highly Cited
2001
  • K. Deb
  • Wiley-Interscience series in systems and…
  • 2001
  • Corpus ID: 61111397
From the Publisher: Evolutionary algorithms are relatively new, but very powerful techniques used to find solutions to many real… Expand
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Highly Cited
1999
Highly Cited
1999
Evolutionary algorithms (EAs) are often well-suited for optimization problems involving several, often conflicting objectives… Expand
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Highly Cited
1998
Highly Cited
1998
Since 1985 various evolutionary approaches to multiobjective optimization have been developed, capable of searching for multiple… Expand
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Highly Cited
1996
Highly Cited
1996
Introduction PART I: A COMPARISON OF EVOLUTIONARY ALGORITHMS 1. Organic Evolution and Problem Solving 2. Specific Evolutionary… Expand
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