Differential Evolution: A Handbook for Global Permutation-Based Combinatorial Optimization

This is the first book devoted entirely to Differential Evolution (DE) for global permutative-based combinatorial optimization. Since its original development, DE has mainly been applied to solving problems characterized by continuous parameters. This means that only a subset of real-world problems...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Άλλοι συγγραφείς: Onwubolu, Godfrey C. (Επιμελητής έκδοσης), Davendra, Donald (Επιμελητής έκδοσης)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2009.
Σειρά:Studies in Computational Intelligence, 175
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
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245 1 0 |a Differential Evolution: A Handbook for Global Permutation-Based Combinatorial Optimization  |h [electronic resource] /  |c edited by Godfrey C. Onwubolu, Donald Davendra. 
264 1 |a Berlin, Heidelberg :  |b Springer Berlin Heidelberg,  |c 2009. 
300 |a XVIII, 214 p. 105 illus.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
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490 1 |a Studies in Computational Intelligence,  |x 1860-949X ;  |v 175 
505 0 |a Motivation for Differential Evolution for Permutative—Based Combinatorial Problems -- Differential Evolution for Permutation—Based Combinatorial Problems -- Forward Backward Transformation -- Relative Position Indexing Approach -- Smallest Position Value Approach -- Discrete/Binary Approach -- Discrete Set Handling. 
520 |a This is the first book devoted entirely to Differential Evolution (DE) for global permutative-based combinatorial optimization. Since its original development, DE has mainly been applied to solving problems characterized by continuous parameters. This means that only a subset of real-world problems could be solved by the original, classical DE algorithm. This book presents in detail the various permutative-based combinatorial DE formulations by their initiators in an easy-to-follow manner, through extensive illustrations and computer code. It is a valuable resource for professionals and students interested in DE in order to have full potentials of DE at their disposal as a proven optimizer. All source programs in C and Mathematica programming languages are downloadable from the website of Springer. 
650 0 |a Engineering. 
650 0 |a Artificial intelligence. 
650 0 |a Applied mathematics. 
650 0 |a Engineering mathematics. 
650 1 4 |a Engineering. 
650 2 4 |a Appl.Mathematics/Computational Methods of Engineering. 
650 2 4 |a Artificial Intelligence (incl. Robotics). 
650 2 4 |a Applications of Mathematics. 
700 1 |a Onwubolu, Godfrey C.  |e editor. 
700 1 |a Davendra, Donald.  |e editor. 
710 2 |a SpringerLink (Online service) 
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776 0 8 |i Printed edition:  |z 9783540921509 
830 0 |a Studies in Computational Intelligence,  |x 1860-949X ;  |v 175 
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950 |a Engineering (Springer-11647)