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 2020-11-01 to 2024-11-01.)

Article	Citations
A new taxonomy of global optimization algorithms	47
Similarity in metaheuristics: a gentle step towards a comparison methodology	45
Solving combinatorial optimisation problems using oscillator based Ising machines	42
Classifying Metaheuristics: Towards a unified multi-level classification system	39
Computational graph pangenomics: a tutorial on data structures and their applications	28
Reservoir computing quality: connectivity and topology	21
Spiking neural P systems: main ideas and results	17
Improvement in learning enthusiasm-based TLBO algorithm with enhanced exploration and exploitation properties	14
Evolutionary algorithms and submodular functions: benefits of heavy-tailed mutations	13
An Island Model based on Stigmergy to solve optimization problems	9
The influence of fitness landscape characteristics on particle swarm optimisers	8
Heuristic search of (semi-)bent functions based on cellular automata	8
Analyzing randomness effects on the reliability of exploratory landscape analysis	8
Actively revealing card attack on card-based protocols	7
Visualizations for rule-based machine learning	7
Solving subset sum by spiking neural P systems with astrocytes producing calcium	7
Enhancing differential evolution algorithm through a population size adaptation strategy	6
Improving convergence in swarm algorithms by controlling range of random movement	6
Stock market trend detection and automatic decision-making through a network-based classification model	6
MRT-lattice Boltzmann hybrid model for the double diffusive mixed convection with thermodiffusion effect	6
Exact Markov chain-based runtime analysis of a discrete particle swarm optimization algorithm on sorting and OneMax	5
Productive fitness in diversity-aware evolutionary algorithms	5
Evolving ensembles of heuristics for the travelling salesman problem	5
Automatic design of arithmetic operation spiking neural P systems	5
Cellular automata rules solving the wireless sensor network coverage problem	5

Fast reconfiguration of robot swarms with uniform control signals	5
Committed-format AND protocol using only random cuts	5
Bio-inspired modelling as a practical tool to manage giant panda population dynamics in captivity	5
Pure and mixed lexicographic-paretian many-objective optimization: state of the art	5
On sampling error in genetic programming	5
Classical and quantum algorithms for constructing text from dictionary problem	5
A general framework for enhancing relaxed Pareto dominance methods in evolutionary many-objective optimization	4
Geometric tiles and powers and limitations of geometric hindrance in self-assembly	4
Estimation of minimum viable population for giant panda ecosystems with membrane computing models	4
On the class of hybrid adaptive evolutionary algorithms (chavela)	4
Understanding measure-driven algorithms solving irreversibly ill-conditioned problems	4
MOEA/D with gradient-enhanced kriging for expensive multiobjective optimization	4
A tutorial on the formal framework for spiking neural P systems	3
State-deterministic $$5'\rightarrow 3'$$ Watson-Crick automata	3
Exponential separation between quantum and classical ordered binary decision diagrams, reordering method and hierarchies	3
Estimates of the collective immunity to COVID-19 derived from a stochastic cellular automaton based framework	3
A GIS-aided cellular automata system for monitoring and estimating graph-based spread of epidemics	3
Absolute versus stochastic stability of the artificial bee colony in synchronous and sequential modes	3
Multiobjective evolutionary algorithm IDEA and k-means clustering for modeling multidimenional medical data based on fuzzy cognitive maps	3
A classification of S-boxes generated by orthogonal cellular automata	3
GPU simulations of spiking neural P systems on modern web browsers	3
Gamesourcing: an unconventional tool to assist the solution of the traveling salesman problem	3
Saving computational budget in Bayesian network-based evolutionary algorithms	3
A framework for designing of genetic operators automatically based on gene expression programming and differential evolution	3
Enumeration of maximal cycles generated by orthogonal cellular automata	3
A roadmap for solving optimization problems with estimation of distribution algorithms	3
Multi-region symbolic regression: combining functions under a multi-objective approach	3
Counting infinitely by oritatami co-transcriptional folding	3
Feature selection algorithm based on P systems	3
On the use of $$(1,\lambda )$$-evolution strategy as efficient local search mechanism for discrete optimization: a behavioral analysis	3
Large population sizes and crossover help in dynamic environments	2
Is integration of mechanisms a way to enhance a nature-inspired algorithm?	2
Spiking neural P systems and their semantics in Haskell	2
$$5'\rightarrow 3'$$ Watson–Crick automata languages-without sensing parameter	2
Fast elitist ABC for makespan optimisation in interval JSP	2
Protein structure prediction with energy minimization and deep learning approaches	2
A reversible system based on hybrid toggle radius-4 cellular automata and its application as a block cipher	2
About reversibility in sP colonies and reaction systems	2
The effect of jumping modes on various automata models	2
The fractal geometry of fitness landscapes at the local optima level	2
On the right combination of altruism and randomness in the motion of homogeneous distributed autonomous agents	2
Gauge-invariance in cellular automata	2
Self-healing turing-universal computation in morphogenetic systems	2
Handling Sudoku puzzles with irregular learning cellular automata	2
Deep learning networks with rough-refinement optimization for food quality assessment	2
Turning machines: a simple algorithmic model for molecular robotics	2
A comparison of distance metrics for the multi-objective pathfinding problem	2
Evolutionary feature selection approaches for insolvency business prediction with genetic programming	2
Cellular automata and Kan extensions	2
ALCH: An imperative language for chemical reaction network-controlled tile assembly	2

Computational limitations of affine automata and generalized affine automata	2
Population-induced phase transitions and the verification of chemical reaction networks	2
Models to classify the difficulty of genetic algorithms to solve continuous optimization problems	2
Verification and computation in restricted Tile Automata	2
Face illumination normalization based on generative adversarial network	1
Planar Rosa: a family of quasiperiodic substitution discrete plane tilings with 2n-fold rotational symmetry	1
CA-NN: a cellular automata neural network for handwritten pattern recognition	1
Linear cuts in Boolean networks	1
Distance-based affective states in cellular automata pedestrian simulation	1
On the power of membrane dissolution in polarizationless P systems with active membranes	1
Impossibility of strict assembly of infinite fractals by oritatami	1
On the generative capacity of matrix insertion-deletion systems of small sum-norm	1
Solving quantum circuit compilation problem variants through genetic algorithms	1
One-dimensional pattern generation by cellular automata	1
Dominance-based variable analysis for large-scale multi-objective problems	1
Complexity of limit cycles with block-sequential update schedules in conjunctive networks	1
Modernizing quantum annealing II: genetic algorithms with the inference primitive formalism	1
On computing the Lyapunov exponents of reversible cellular automata	1
Complexity-theoretic aspects of expanding cellular automata	1
Analysis of inter and intra-front operations in multi-modal multi-objective optimization problems	1
Preface	1
Single semi-contextual insertion-deletion systems	1
DNA origami words, graphical structures and their rewriting systems	1
Synchronization of elementary cellular automata	1
Population diversity and inheritance in genetic programming for symbolic regression	1
Tissue P systems with evolutional communication rules with two objects in the left-hand side	1
Preface	1
Correction: Cellular automata simulations of the sintering behavior of ceramics driven by surface energy reduction	1
System reduction: an approach based on probabilistic cellular automata	1
Optimal safe driving dynamics for autonomous interacting vehicles	1
Morphogenetic computing: computability and complexity results	1
Precise makespan optimization via hybrid genetic algorithm for scientific workflow scheduling problem	1