Constraint-handling in nature-inspired numerical optimization: past, present and future

E Mezura-Montes, CAC Coello - Swarm and Evolutionary Computation, 2011 - Elsevier
In their original versions, nature-inspired search algorithms such as evolutionary algorithms
and those based on swarm intelligence, lack a mechanism to deal with the constraints of a …

A Review of Constraint‐Handling Techniques for Evolution Strategies

O Kramer - Applied Computational Intelligence and Soft …, 2010 - Wiley Online Library
Evolution strategies are successful global optimization methods. In many practical numerical
problems constraints are not explicitly given. Evolution strategies have to incorporate …

Evolutionary multi-objective optimization: some current research trends and topics that remain to be explored

CA Coello Coello - Frontiers of Computer Science in China, 2009 - Springer
This paper provides a short review of some of the main topics in which the current research
in evolutionary multi-objective optimization is being focused. The topics discussed include …

Interior search algorithm (ISA): a novel approach for global optimization

AH Gandomi - ISA transactions, 2014 - Elsevier
This paper presents the interior search algorithm (ISA) as a novel method for solving
optimization tasks. The proposed ISA is inspired by interior design and decoration. The …

Infeasibility driven evolutionary algorithm for constrained optimization

T Ray, HK Singh, A Isaacs, W Smith - Constraint-handling in evolutionary …, 2009 - Springer
Real life optimization problems often involve one or more constraints and in most cases, the
optimal solutions to such problems lie on constraint boundaries. The performance of an …

[HTML][HTML] Optimization of fused deposition modelling (FDM) process parameters using bacterial foraging technique

SK Panda, S Padhee, S Anoop Kumar… - Intelligent information …, 2009 - scirp.org
Fused deposition modelling (FDM) is a fast growing rapid prototy** (RP) technology due
to its ability to build functional parts having complex geometrical shapes in reasonable build …

An efficient derivative-free optimization algorithm inspired by avian life-saving manoeuvres

M Shahrouzi, A Kaveh - Journal of Computational Science, 2022 - Elsevier
A novel meta-heuristic algorithm is introduced that is inspired by aerial esca** strategies
of a bird to avoid being captured by the hunter. The esca** bird chooses its life-saving …

Differential evolution in constrained numerical optimization: an empirical study

E Mezura-Montes, ME Miranda-Varela… - Information …, 2010 - Elsevier
Motivated by the recent success of diverse approaches based on differential evolution (DE)
to solve constrained numerical optimization problems, in this paper, the performance of this …

An enhanced NSGA-II for solving berth allocation and quay crane assignment problem with stochastic arrival times

B Ji, H Huang, SY Samson - IEEE Transactions on Intelligent …, 2022 - ieeexplore.ieee.org
The berth allocation and quay crane assignment problem (BACAP) is an important port
operation planning problem. To obtain an effective and reliable schedule of berth and quay …

Co-design of an unmanned cable shovel for structural and control integrated optimization: A highly heterogeneous constrained multi-objective optimization algorithm

Y Pang, Z Hu, S Zhang, G Guo, X Song, Z Kan - Applied Energy, 2024 - Elsevier
Unmanned cable shovel is an intelligence-based large machine used for excavating in open-
pit coal mines, with significant implications for the security and development of energy …