Evolutionary algorithms for the optimal management of coastal groundwater: A comparative study toward future challenges

H Ketabchi, B Ataie-Ashtiani - Journal of Hydrology, 2015 - Elsevier
This paper surveys the literature associated with the application of evolutionary algorithms
(EAs) in coastal groundwater management problems (CGMPs). This review demonstrates …

Equity, social welfare, and economic benefit efficiency in the optimal allocation of coastal groundwater resources

E Valipour, H Ketabchi, R Safari shali… - Water Resources …, 2023 - Springer
There is increasing concern about groundwater scarcity, environmental problems, and its
socio-economic consequences. Therefore, questions have been raised about new …

Performance comparison of multiple and single surrogate models for pumping optimization of coastal aquifers

V Christelis, G Kopsiaftis… - Hydrological Sciences …, 2019 - Taylor & Francis
Single and multiple surrogate models were compared for single-objective pumping
optimization problems of a hypothetical and a real-world coastal aquifer. Different instances …

Dynamic impact for ant colony optimization algorithm

J Skackauskas, T Kalganova, I Dear… - Swarm and Evolutionary …, 2022 - Elsevier
This paper proposes an extension method for Ant Colony Optimization (ACO) algorithm
called Dynamic Impact. Dynamic Impact is designed to improve convergence and solution …

Surrogate-based pumping optimization of coastal aquifers under limited computational budgets

V Christelis, RG Regis, A Mantoglou - Journal of Hydroinformatics, 2018 - iwaponline.com
The computationally expensive variable density and salt transport numerical models hinder
the implementation of simulation-optimization routines for coastal aquifer management. To …

Study neighborhood field optimization algorithm on nonlinear sorptive barrier design problems

X Zhang, Z Wu - Neural Computing and Applications, 2017 - Springer
Using a simulation-based approach, sorptive barrier design can be expressed as a
nonlinear and mixed-integer optimization problem, and metaheuristic searching algorithms …

Multi-objective spatial forest planning using self-organization

DG Fotakis - Ecological Informatics, 2015 - Elsevier
The spatial and temporal aspects of forest planning are taken into consideration in this
paper in a forest harvest scheduling problem that is treated with the following two conflicting …

Genetic Algorithms: a mature bio-inspired optimization technique for difficult problems

KL Katsifarakis, YN Kontos - … : Algorithms and Applications in Science and …, 2020 - Springer
This chapter is dedicated to the method of genetic algorithms. Aiming at offering the
essentials and at encouraging prospective users, it includes:(a) Description of the basic idea …

Optimal irrigation water management for adaptation to climate change

PE Georgiou, DK Karpouzos - International Journal of …, 2017 - inderscienceonline.com
In this paper, an optimisation model is developed to determine the optimal crop pattern and
allocation of irrigation water under full and deficit irrigation conditions for adaptation to …

A new benchmark optimization problem of adaptable difficulty: theoretical considerations and practical testing

DK Karpouzos, KL Katsifarakis - Operational Research, 2021 - Springer
In this paper, we present a new benchmark problem for testing both local and global
optimization techniques. This problem is based on ideas from groundwater hydraulics and …