Evolutionary Algorithms and Agricultural Systems

Language: English

Published by Springer, Springer Nov 2001, 2001

0792375750 / 9780792375753

Series: Book 144 of 260 - The Springer International Series in Engineering and Computer Science

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This item is printed on demand - Print on Demand Titel. Neuware -Evolutionary Algorithms and Agricultural Systems deals with the practical application of evolutionary algorithms to the study and management of agricultural systems. The rationale of systems research methodology is introduced, and examples listed of real-world applications. It is the integration of these agricultural systems models with optimization techniques, primarily genetic algorithms, which forms the focus of this book. The advantages are outlined, with examples of agricultural models ranging from national and industry-wide studies down to the within-farm scale. The potential problems of this approach are also discussed, along with practical methods of resolving these problems.Agricultural applications using alternate optimization techniques (gradient and direct-search methods, simulated annealing and quenching, and the tabu search strategy) are also listed and discussed. The particular problems and methodologies of these algorithms, including advantageous features that may benefit a hybrid approach or be usefully incorporated into evolutionary algorithms, are outlined. From consideration of this and the published examples, it is concluded that evolutionary algorithms are the superior method for the practical optimization of models of agricultural and natural systems. General recommendations on robust options and parameter settings for evolutionary algorithms are given for use in future studies.Evolutionary Algorithms and Agricultural Systems will prove useful to practitioners and researchers applying these methods to the optimization of agricultural or natural systems, and would also be suited as a text for systems management, applied modeling, or operations research.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 120 pp. Englisch.…

Seller Inventory # 9780792375753

Title
Evolutionary Algorithms and Agricultural Systems
Author
David G. Mayer
Publisher
Springer, Springer Nov 2001
Publication year
2001
Condition
Neu
Binding
Buch
Language
English
ISBN 10
0792375750
ISBN 13
9780792375753
Item weight
354 grams
Dimensions
241x160x12 mm
Series
Book 144 of 260: The Springer International Series in Engineering and Computer Science

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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