PSO and DE application in Groundwater Hydrology

ISBN-13: 9783659580420 / Angielski / Miękka / 2014 / 300 str.

Rastogi Ashok Kumar;Cyriac Rosemary;Muniswami Vidhya

Opis

Particle swarm optimization is an upcoming evolutionary algorithm used extensively in water resources engineering. In groundwater hydrology in this book it is used to optimize cost of installing pumping wells to meet the groundwater demand in agriculture, municipal and industrial sectors. Its variants are also applied for optimal cost comparisons. Differential evolution is relatively more recent evolutionary meta-heuristic which is suitable for non-linear, non-differential discrete objective functions. Constraints are incorporated by penalty function. Inverse modeling is essential for aquifer system parameter estimation. Transmissivity, aquifer recharge and storage coefficient are assessed for a confined aquifer by DE. Problems in both sections require simulation-optimization modeling where aquifer system simulation engages finite element technique which is covered in the book apart from details of PSO and DE optimizers.

O autorze

Prof Rastogi obtained Ph.D. Degree in Civil Engg. from the Univ. of Birmingham UK in 1983. He has special interest in groundwater systems planning and management, aquifer remediation, pollutants movement in the subsurface, sea water intrusion and inverse modeling. Guided several M.Tech. and Ph.D. students and is teaching at IIT Bombay for 29 yrs.