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Metaphor-based metaheuristics, a call for action: the elephant in the room
by
Dorigo, Marco
, Sevaux, Marc
, Ruiz, Rubén
, Stützle, Thomas
, Campelo, Felipe
, Sörensen, Kenneth
, Camacho Villalón, Christian L.
, Aranha, Claus
in
Algorithms
/ Artificial Intelligence
/ Behavior
/ Communications Engineering
/ Computer Communication Networks
/ Computer Science
/ Computer Systems Organization and Communication Networks
/ Mathematical and Computational Engineering
/ Metaphor
/ Methods
/ Networks
/ Operations Research
/ Optimization
/ Terminology
2022
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Metaphor-based metaheuristics, a call for action: the elephant in the room
by
Dorigo, Marco
, Sevaux, Marc
, Ruiz, Rubén
, Stützle, Thomas
, Campelo, Felipe
, Sörensen, Kenneth
, Camacho Villalón, Christian L.
, Aranha, Claus
in
Algorithms
/ Artificial Intelligence
/ Behavior
/ Communications Engineering
/ Computer Communication Networks
/ Computer Science
/ Computer Systems Organization and Communication Networks
/ Mathematical and Computational Engineering
/ Metaphor
/ Methods
/ Networks
/ Operations Research
/ Optimization
/ Terminology
2022
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Do you wish to request the book?
Metaphor-based metaheuristics, a call for action: the elephant in the room
by
Dorigo, Marco
, Sevaux, Marc
, Ruiz, Rubén
, Stützle, Thomas
, Campelo, Felipe
, Sörensen, Kenneth
, Camacho Villalón, Christian L.
, Aranha, Claus
in
Algorithms
/ Artificial Intelligence
/ Behavior
/ Communications Engineering
/ Computer Communication Networks
/ Computer Science
/ Computer Systems Organization and Communication Networks
/ Mathematical and Computational Engineering
/ Metaphor
/ Methods
/ Networks
/ Operations Research
/ Optimization
/ Terminology
2022
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Metaphor-based metaheuristics, a call for action: the elephant in the room
Journal Article
Metaphor-based metaheuristics, a call for action: the elephant in the room
2022
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Overview
Taking inspiration from natural behaviors to devise new optimization algorithms has played an important role in the history of the field of metaheuristics (Sörensen et al. 2017). Unfortunately, in the last two decades we have been witnessing a new trend by which dozens of metaphor-based metaheuristics based on the most diverse possible set of natural, artificial, social, and sometimes even supernatural phenomena and behaviors are proposed, without a clear motivation beyond the desire of their authors to publish their papers.
Publisher
Springer US,Springer Nature B.V,Springer
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