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An Approach to Solve MMKP: Using Genetic Algorithm

 

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  • Product Description
 

It is indeed that there is a large class of interesting problems for which no reasonably fast algorithms have been developed. Many of these problems are optimization problems that arise frequently in many practical applications. For the last few decades genetic algorithm has been playing a significant role in optimization problems. It is being used in structural optimization, functional optimization, database query optimization, parametric optimization and so on. The MMKP (Multi-dimensional Multiple Choice Knapsack Problem), a complex variant of 0-1 Classical Knapsack Problem, is an NP-Hard problem that cannot be solved in polynomial time. So the thesis is to present a genetic algorithmic approach for finding near optimal solutions of the MMKP with reduced computational complexity even with better challenging performance against some recent Heuristic Solutions such as M- HEU (Modified Heuristic) and MU-HEU (Multiple Upgrade Heuristic).It is also suitable for real-time applications. This book will be helpful for those who are related with Computer Science and working with optimization problems.

Product Specifications
SKU :COC28776
AuthorShubhashis Kumar Shil
LanguageEnglish
BindingPaperback
Number of Pages76
Publishing Year5/26/2010
ISBN978-3838368139
Edition1 st
Book TypeComputing & information technology
Country of ManufactureIndia
Product BrandLAP LAMBERT Academic Publishing
Product Packaging InfoBox
In The Box1 Piece
Product First Available On ClickOnCare.com2015-07-29 00:00:00
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