Metaheuristic Search Concepts A Tutorial with Applications to Production and Logistics /

The book gives an introduction to metaheuristics for students and practitioners. It requires no prior knowledge of the field, as the basic concepts are developed step by step from the bottom up using the knapsack problem and therefore allowing the user to concentrate on the main ideas of metaheurist...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Zäpfel, Günther (Συγγραφέας), Braune, Roland (Συγγραφέας), Bögl, Michael (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2010.
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
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003 DE-He213
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007 cr nn 008mamaa
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020 |a 9783642113437  |9 978-3-642-11343-7 
024 7 |a 10.1007/978-3-642-11343-7  |2 doi 
040 |d GrThAP 
050 4 |a TS155-TS194 
072 7 |a KJMV  |2 bicssc 
072 7 |a BUS087000  |2 bisacsh 
082 0 4 |a 658.5  |2 23 
100 1 |a Zäpfel, Günther.  |e author. 
245 1 0 |a Metaheuristic Search Concepts  |h [electronic resource] :  |b A Tutorial with Applications to Production and Logistics /  |c by Günther Zäpfel, Roland Braune, Michael Bögl. 
264 1 |a Berlin, Heidelberg :  |b Springer Berlin Heidelberg,  |c 2010. 
300 |a X, 316 p.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
347 |a text file  |b PDF  |2 rda 
505 0 |a Preliminaries -- The Knapsack Problem and Straightforward Optimization Methods -- Search Heuristics -- Metaheuristics -- Metaheuristics in General -- Metaheuristics Based on Solution Construction -- Metaheuristics Based on Solution Modification -- Metaheuristics Based on Solution Recombination -- Summarizing Remarks on Metaheuristics -- Applications -- Metaheuristics in Machine Scheduling -- Metaheuristics in Vehicle Routing -- Summary. 
520 |a The book gives an introduction to metaheuristics for students and practitioners. It requires no prior knowledge of the field, as the basic concepts are developed step by step from the bottom up using the knapsack problem and therefore allowing the user to concentrate on the main ideas of metaheuristics. The concepts are then expanded to concrete algorithms, which are described in detail. Then a systematization of the algorithms is established and compared with existing classification schemes from literature. The last part of the book deals with the application of popular metaheuristics to two optimization problems from the field of production and logistics, namely the Job Shop Scheduling and the Vehicle Routing Problem, based on examples. 
650 0 |a Business. 
650 0 |a Production management. 
650 0 |a Operations research. 
650 0 |a Decision making. 
650 0 |a Mathematical optimization. 
650 1 4 |a Business and Management. 
650 2 4 |a Operations Management. 
650 2 4 |a Optimization. 
650 2 4 |a Operation Research/Decision Theory. 
700 1 |a Braune, Roland.  |e author. 
700 1 |a Bögl, Michael.  |e author. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks 
776 0 8 |i Printed edition:  |z 9783642113420 
856 4 0 |u http://dx.doi.org/10.1007/978-3-642-11343-7  |z Full Text via HEAL-Link 
912 |a ZDB-2-SBE 
950 |a Business and Economics (Springer-11643)