Journal
SADHANA-ACADEMY PROCEEDINGS IN ENGINEERING SCIENCES
Volume 45, Issue 1, Pages -Publisher
SPRINGER INDIA
DOI: 10.1007/s12046-019-1258-y
Keywords
MOPSO; local search; leader selection; water distribution system
Categories
Funding
- Council of Scientific and Industrial Research (CSIR) [22(0723)/17/EMR-II]
- New Delhi, India
Ask authors/readers for more resources
Application of the multi-objective particle swarm optimisation (MOPSO) algorithm to design of water distribution systems is described. An earlier MOPSO algorithm is augmented with (a) local search, (b) a modified strategy for assigning the leader and (c) a modified mutation scheme. For one of the benchmark problems described in the literature, the effect of each of these features on the algorithm performance is demonstrated. The augmented MOPSO algorithm (called MOPSO+) is applied to five benchmark problems, and in each case, non-dominated solutions not reported earlier are found. In addition, for the purpose of comparing Pareto fronts (sets of non-dominated solutions) obtained by different algorithms, a new criterion is suggested, and its usefulness is pointed out with an example. Finally, some suggestions regarding future research directions are made.
Authors
I am an author on this paper
Click your name to claim this paper and add it to your profile.
Reviews
Recommended
No Data Available