OOIR: Observatory of International Research

Papers

(The median citation count of Natural Computing is 1. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-04-01 to 2024-04-01.)

Article	Citations
Similarity in metaheuristics: a gentle step towards a comparison methodology	38
Classifying Metaheuristics: Towards a unified multi-level classification system	35
A new taxonomy of global optimization algorithms	35
Solving combinatorial optimisation problems using oscillator based Ising machines	29
Computational graph pangenomics: a tutorial on data structures and their applications	22
Reservoir computing quality: connectivity and topology	16
Improvement in learning enthusiasm-based TLBO algorithm with enhanced exploration and exploitation properties	13
Evolutionary algorithms and submodular functions: benefits of heavy-tailed mutations	10
Combining hyper-heuristics to evolve ensembles of priority rules for on-line scheduling	9
An Island Model based on Stigmergy to solve optimization problems	8
Spiking neural P systems: main ideas and results	8
An evaluation of k-means as a local search operator in hybrid memetic group search optimization for data clustering	8
Heuristic search of (semi-)bent functions based on cellular automata	6
Comparison of synchronous and asynchronous parallelization of extreme surrogate-assisted multi-objective evolutionary algorithm	6
MRT-lattice Boltzmann hybrid model for the double diffusive mixed convection with thermodiffusion effect	6
Ensemble learning based on fitness Euclidean-distance ratio differential evolution for classification	6
Visualizations for rule-based machine learning	6
Protein structure prediction in an atomic model with differential evolution integrated with the crowding niching method	6
Actively revealing card attack on card-based protocols	6
Analyzing randomness effects on the reliability of exploratory landscape analysis	5
The influence of fitness landscape characteristics on particle swarm optimisers	5
Fast reconfiguration of robot swarms with uniform control signals	5
Cellular automata rules solving the wireless sensor network coverage problem	5
On sampling error in genetic programming	5
An enhanced monarch butterfly optimization with self-adaptive crossover operator for unconstrained and constrained optimization problems	4

Enhancing differential evolution algorithm through a population size adaptation strategy	4
Stock market trend detection and automatic decision-making through a network-based classification model	4
The representational entity in physical computing	4
Committed-format AND protocol using only random cuts	4
Pure and mixed lexicographic-paretian many-objective optimization: state of the art	4
Classical and quantum algorithms for constructing text from dictionary problem	4
Gamesourcing: an unconventional tool to assist the solution of the traveling salesman problem	3
A framework for designing of genetic operators automatically based on gene expression programming and differential evolution	3
State-deterministic $$5'\rightarrow 3'$$ Watson-Crick automata	3
Attractor landscapes in Boolean networks with firing memory: a theoretical study applied to genetic networks	3
A general framework for enhancing relaxed Pareto dominance methods in evolutionary many-objective optimization	3
Exact Markov chain-based runtime analysis of a discrete particle swarm optimization algorithm on sorting and OneMax	3
On the class of hybrid adaptive evolutionary algorithms (chavela)	3
Solving subset sum by spiking neural P systems with astrocytes producing calcium	3
A comparison of multi-objective optimization algorithms for weight setting problems in traffic engineering	3
Productive fitness in diversity-aware evolutionary algorithms	3
Geometric tiles and powers and limitations of geometric hindrance in self-assembly	3
Multi-region symbolic regression: combining functions under a multi-objective approach	2
Models to classify the difficulty of genetic algorithms to solve continuous optimization problems	2
Turning machines: a simple algorithmic model for molecular robotics	2
The fractal geometry of fitness landscapes at the local optima level	2
Saving computational budget in Bayesian network-based evolutionary algorithms	2
Spiking neural P systems and their semantics in Haskell	2
Benchmarking the performance of genetic algorithms on constrained dynamic problems	2
Feature selection algorithm based on P systems	2
Population-induced phase transitions and the verification of chemical reaction networks	2
Multiobjective evolutionary algorithm IDEA and k-means clustering for modeling multidimenional medical data based on fuzzy cognitive maps	2
Automatic design of arithmetic operation spiking neural P systems	2
MOEA/D with gradient-enhanced kriging for expensive multiobjective optimization	2
Understanding measure-driven algorithms solving irreversibly ill-conditioned problems	2
Powering DNA strand-displacement reactions with a continuous flow reactor	2
Gauge-invariance in cellular automata	2
ALCH: An imperative language for chemical reaction network-controlled tile assembly	2
Self-healing turing-universal computation in morphogenetic systems	2
Computational limitations of affine automata and generalized affine automata	2
Evolving ensembles of heuristics for the travelling salesman problem	2
About reversibility in sP colonies and reaction systems	2
Exponential separation between quantum and classical ordered binary decision diagrams, reordering method and hierarchies	2
Improving convergence in swarm algorithms by controlling range of random movement	2
Counting infinitely by oritatami co-transcriptional folding	2
Is integration of mechanisms a way to enhance a nature-inspired algorithm?	2
$$5'\rightarrow 3'$$ Watson–Crick automata languages-without sensing parameter	2
Enumeration of maximal cycles generated by orthogonal cellular automata	2
A memetic algorithm for restoring feasibility in scheduling with limited makespan	2
Impossibility of strict assembly of infinite fractals by oritatami	1
A comparison of distance metrics for the multi-objective pathfinding problem	1
Complexity-theoretic aspects of expanding cellular automata	1
Population diversity and inheritance in genetic programming for symbolic regression	1
On the generative capacity of matrix insertion-deletion systems of small sum-norm	1
Tissue P systems with evolutional communication rules with two objects in the left-hand side	1

Hairpin completions and reductions: semilinearity properties	1
CA-NN: a cellular automata neural network for handwritten pattern recognition	1
A GIS-aided cellular automata system for monitoring and estimating graph-based spread of epidemics	1
A roadmap for solving optimization problems with estimation of distribution algorithms	1
Deep learning networks with rough-refinement optimization for food quality assessment	1
The effect of jumping modes on various automata models	1
A reversible system based on hybrid toggle radius-4 cellular automata and its application as a block cipher	1
Planar Rosa: a family of quasiperiodic substitution discrete plane tilings with 2n-fold rotational symmetry	1
DNA origami words, graphical structures and their rewriting systems	1
Cellular automata and Kan extensions	1
Verification and computation in restricted Tile Automata	1
On the right combination of altruism and randomness in the motion of homogeneous distributed autonomous agents	1
A study of model and hyper-parameter selection strategies for classifier ensembles: a robust analysis on different optimization algorithms and extended results	1
Absolute versus stochastic stability of the artificial bee colony in synchronous and sequential modes	1
A classification of S-boxes generated by orthogonal cellular automata	1
Face illumination normalization based on generative adversarial network	1
Preface	1
Evolutionary feature selection approaches for insolvency business prediction with genetic programming	1
GPU simulations of spiking neural P systems on modern web browsers	1
Complexity of limit cycles with block-sequential update schedules in conjunctive networks	1
Morphogenetic computing: computability and complexity results	1
A multi-level AI-based scheduler to increase adaptiveness in time-constrained mobile communication environments	1
On the power of membrane dissolution in polarizationless P systems with active membranes	1
Estimates of the collective immunity to COVID-19 derived from a stochastic cellular automaton based framework	1
Search space reduction of asynchrony immune cellular automata	1
A tutorial on the formal framework for spiking neural P systems	1