Multiobjective evolutionary algorithms: A survey of the state of the art

A Zhou, BY Qu, H Li, SZ Zhao, PN Suganthan… - Swarm and evolutionary …, 2011 - Elsevier
A multiobjective optimization problem involves several conflicting objectives and has a set of
Pareto optimal solutions. By evolving a population of solutions, multiobjective evolutionary …

A survey of scheduling problems with no-wait in process

A Allahverdi - European Journal of Operational Research, 2016 - Elsevier
Scheduling involving no-wait in process plays an important role in industries such as plastic,
chemical, and pharmaceutical. Moreover, many scheduling problems in other industries …

A discrete artificial bee colony algorithm for the lot-streaming flow shop scheduling problem

QK Pan, MF Tasgetiren, PN Suganthan, TJ Chua - Information sciences, 2011 - Elsevier
In this paper, a discrete artificial bee colony (DABC) algorithm is proposed to solve the lot-
streaming flow shop scheduling problem with the criterion of total weighted earliness and …

Investigating the effect of dataset size, metrics sets, and feature selection techniques on software fault prediction problem

C Catal, B Diri - Information Sciences, 2009 - Elsevier
Software quality engineering comprises of several quality assurance activities such as
testing, formal verification, inspection, fault tolerance, and software fault prediction. Until …

[PDF][PDF] Multi-objective optimization of production scheduling with evolutionary computation: A review

R Ojstersek, M Brezocnik… - International Journal of …, 2020 - researchgate.net
The focus of production optimization is moving increasingly from mass production to mass
customization. The production planning and scheduling of such production systems is very …

A novel differential evolution algorithm for bi-criteria no-wait flow shop scheduling problems

QK Pan, L Wang, B Qian - Computers & Operations Research, 2009 - Elsevier
This paper presents a novel discrete differential evolution (DDE) algorithm for solving the no-
wait flow shop scheduling problems with makespan and maximum tardiness criteria. First …

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 …

Multi-objective production scheduling: a survey

D Lei - The International Journal of Advanced Manufacturing …, 2009 - Springer
The real life scheduling problems often have several conflicting objectives. The solutions of
these problems can provide deeper insights to the decision maker than those of single …

Some scheduling problems with general position-dependent and time-dependent learning effects

Y Yin, D Xu, K Sun, H Li - Information Sciences, 2009 - Elsevier
In scheduling problems with learning effects, most of the research is based on specific
learning functions. In this paper, we develop a general model with learning effects where the …

Particle swarm optimization with preference order ranking for multi-objective optimization

Y Wang, Y Yang - Information Sciences, 2009 - Elsevier
A new optimality criterion based on preference order (PO) scheme is used to identify the
best compromise in multi-objective particle swarm optimization (MOPSO). This scheme is …