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. Ed(S): Chiong, Raymond; Dhakal, Sandeep - Natural Intelligence for Scheduling, Planning and Packing Problems - 9783642260612 - V9783642260612
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Natural Intelligence for Scheduling, Planning and Packing Problems

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Description for Natural Intelligence for Scheduling, Planning and Packing Problems paperback. Natural intelligence based approaches for scheduling, planning and packing are discussed as a means to draw inspiration from nature. Evolutionary algorithms, ant colony optimisation and raindrop optimisation are among the solutions presented. Editor(s): Chiong, Raymond; Dhakal, Sandeep. Series: Studies in Computational Intelligence. Num Pages: 329 pages, 60 black & white tables, biography. BIC Classification: KJT; PBF; PBW; UYQ. Category: (P) Professional & Vocational. Dimension: 234 x 156 x 18. Weight in Grams: 534.

Scheduling, planning and packing are ubiquitous problems that can be found in a wide range of real-world settings. These problems transpire in a large variety of forms, and have enormous socio-economic impact. For many years, significant work has been devoted to automating the processes of scheduling, planning and packing using different kinds of methods. However, poor scaling and the lack of flexibility of many of the conventional methods coupled with the fact that most of the real-world problems across the application areas of scheduling, planning and packing nowadays tend to be of large scale, dynamic and full of complex dependencies ... Read more

This volume, "Natural Intelligence for Scheduling, Planning and Packing Problems", is a collection of numerous natural intelligence based approaches for solving various kinds of scheduling, planning and packing problems. It comprises 12 chapters which present many methods that draw inspiration from nature, such as evolutionary algorithms, neural-fuzzy system, particle swarm algorithms, ant colony optimisation, extremal optimisation, raindrop optimisation, and so on. Problems addressed by these chapters include freight transportation, job shop scheduling, flowshop scheduling, electrical load forecasting, vehicle routing, two-dimensional strip packing, network configuration and forest planning, among others. Along with solving these problems, the contributing authors present a lively discussion of the various aspects of the nature-inspired algorithms utilised, providing very useful and important new insights into the research areas.

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Product Details

Format
Paperback
Publication date
2012
Publisher
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Germany
Number of pages
329
Condition
New
Series
Studies in Computational Intelligence
Number of Pages
329
Place of Publication
Berlin, Germany
ISBN
9783642260612
SKU
V9783642260612
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15

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