Multiobjective Optimization Based on Rough Set Theory: Methodology and Application - Image 1

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LAP Lambert Academic Publishing Multiobjective Optimization Based on Rough Set Theory: Methodology and Application

Name: Multiobjective Optimization Based on Rough Set Theory: Methodology and Application
Brand: LAP Lambert Academic Publishing
Price: 48.0 GBP
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Mathematics

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Description

In this book we present a new optimization algorithm, the proposed algorithm operates in two phases: in the first one, multiobjective version of genetic algorithm is used as search engine in order to generate approximate true Pareto front. This algorithm based on concept of co-evolution and repair algorithm for handling nonlinear constraints. Also it maintains a finite-sized archive of non-dominated solutions which gets iteratively updated in the presence of new solutions based on the concept of ε-dominance. Then, in the second stage, rough set theory is adopted as local search engine in order to improve the spread of the solutions found so far. The results, provided by the proposed algorithm for benchmark problems, are promising when compared with exiting well-known algorithms. Also, our results suggest that our algorithm is better applicable for solving real-world application problems (Economic Environmental Dispatch of Power Systems).

Product Specifications

Brand: LAP Lambert Academic Publishing
Format: paperback
ASIN: 3659846856
Category: Books > Subjects > Science, Nature & Maths > Mathematics
Domain: Amazon UK
Release Date: 22 February 2016
Listed Since: 16 March 2016

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LAP Lambert Academic Publishing Multiobjective Optimization Based on Rough Set Theory: Methodology and Application

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