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A survey of fitness landscape analysis for optimization
F Zou, D Chen, H Liu, S Cao, X Ji, Y Zhang - Neurocomputing, 2022 - Elsevier
Over past few decades, as a powerful analytical tool to characterize the fitness landscape of
a problem, fitness landscape analysis (FLA) has been widely concerned and utilized for all …
a problem, fitness landscape analysis (FLA) has been widely concerned and utilized for all …
New hard benchmark for flowshop scheduling problems minimising makespan
In this work a new benchmark of hard instances for the permutation flowshop scheduling
problem with the objective of minimising the makespan is proposed. The new benchmark …
problem with the objective of minimising the makespan is proposed. The new benchmark …
Satellite downlink scheduling problem: A case study
The synthetic aperture radar (SAR) technology enables satellites to efficiently acquire high
quality images of the Earth surface. This generates significant communication traffic from the …
quality images of the Earth surface. This generates significant communication traffic from the …
ParadisEO-MO: From fitness landscape analysis to efficient local search algorithms
This paper presents a general-purpose software framework dedicated to the design, the
analysis and the implementation of local search metaheuristics: ParadisEO-MO. A …
analysis and the implementation of local search metaheuristics: ParadisEO-MO. A …
A novel evaluation function for higher acceptance rates and more profitable metaheuristic-based online virtual network embedding
Virtual network embedding (VNE) is a challenging combinatorial optimization problem that
has been widely addressed through metaheuristics. However, one key element for the …
has been widely addressed through metaheuristics. However, one key element for the …
A matrix-cube-based estimation of distribution algorithm for no-wait flow-shop scheduling with sequence-dependent setup times and release times
B Qian, ZQ Zhang, R Hu, HP **… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The no-wait flow-shop scheduling problem (NFSSP) with sequence-dependent setup times
(SDSTs) and release times (RTs) is applicable in many areas, such as steel production, food …
(SDSTs) and release times (RTs) is applicable in many areas, such as steel production, food …
Towards landscape-aware automatic algorithm configuration: preliminary experiments on neutral and rugged landscapes
The proper setting of algorithm parameters is a well-known issue that gave rise to recent
research investigations from the (offline) automatic algorithm configuration perspective …
research investigations from the (offline) automatic algorithm configuration perspective …
Multi-objectivization, fitness landscape transformation and search performance: A case of study on the hp model for protein structure prediction
Multi-objectivization represents a current and promising research direction which has led to
the development of more competitive search mechanisms. This concept involves the …
the development of more competitive search mechanisms. This concept involves the …
Local optima networks of the permutation flowshop scheduling problem: Makespan vs. total flow time
Local Optima Networks were proposed to understand the structure of combinatorial
landscapes at a coarse-grained level. We consider a compressed variant of such networks …
landscapes at a coarse-grained level. We consider a compressed variant of such networks …
NILS: a neutrality-based iterated local search and its application to flowshop scheduling
This paper presents a new methodology that exploits specific characteristics from the fitness
landscape. In particular, we are interested in the property of neutrality, that deals with the fact …
landscape. In particular, we are interested in the property of neutrality, that deals with the fact …