Chapter
Apr 26, 2012
Multiobjective Differential Evolution and Differential Evolution for Irrigation Planning
Authors: Piyush Gupta [email protected], A. Vasan [email protected], and K. Srinivasa Raju [email protected]Author Affiliations
Publication: World Environmental and Water Resources Congress 2009: Great Rivers
Abstract
The present paper discusses the applicability of Multiobjective Differential Evolution (MODE) and single objective Differential Evolution (DE) to a case study of Mahi Bajaj Sagar Project, Rajasthan, India. Three objectives, namely, net benefits, agricultural production and labour employment are analyzed in the multiobjective framework using MODE. Four variations (strategies) of Differential Evolution, namely, DE/rand/1/bin, DE/rand/1/exp, DE/best/1/bin and DE/best/1/exp are explored. Population size, crossover and mutation probabilities and number of generations are the parameters that are required as input to MODE. In order to have a better insight on the performance of the strategies, DE in single objective framework is also employed with the same four strategies for all the three objectives with the above settings. In addition, a comparative analysis is also made for all the four strategies in both single and multiobjective framework.
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© 2009 American Society of Civil Engineers.
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Published online: Apr 26, 2012
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ASCE Technical Topics:
- Agriculture
- Business management
- Case studies
- Construction engineering
- Construction management
- Developing countries
- Employment
- Engineering fundamentals
- Irrigation
- Irrigation engineering
- Labor
- Mathematics
- Methodology (by type)
- Personnel management
- Practice and Profession
- Probability
- Project management
- Research methods (by type)
- Water and water resources
Authors
Affiliations
Civil Engineering Group, Birla Institute of Technology and Science, Pilani, Rajasthan 333031, India. E-mail: [email protected]
Civil Engineering Group, Birla Institute of Technology and Science-Pilani, Hyderabad campus, Andhra Pradesh, India. E-mail: [email protected]
Civil Engineering Group, Birla Institute of Technology and Science-Pilani, Hyderabad campus, Andhra Pradesh, India. E-mail: [email protected]
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