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Chemical Reaction Optimization: a tutorial

https://doi.org/10.1007/s12293-012-0075-1
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/0-387-31909-3openalex-snapshot
Evolutionary Computation for Modeling and Optimization
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Differential Evolution: A Practical Approach to Global Optimization
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The Quadratic Assignment Problem
inferredcites →https://doi.org/10.1007/978-3-662-04448-3openalex-snapshot
Theoretical Aspects of Evolutionary Computing
inferredcites →https://doi.org/10.1007/978-3-662-04448-3_2openalex-snapshot
Evolutionary Algorithms and Constraint Satisfaction: Definitions, Survey, Methodology, and Research Directions
inferredcites →https://doi.org/10.1007/b101924openalex-snapshot
Project Scheduling: A Research Handbook
inferredcites →https://doi.org/10.1007/b99492openalex-snapshot
Ant colony optimization and Swarm intelligence : 5th International Workshop, ANTS 2006, Brussels, Belgium, September 4-7, 2006 : proceedings
inferredcites →https://doi.org/10.1007/s11036-006-7322-yopenalex-snapshot
Utilization and fairness in spectrum assignment for opportunistic spectrum access
inferredcites →https://doi.org/10.1016/j.ejor.2005.09.032openalex-snapshot
A survey for the quadratic assignment problem
inferredcites →https://doi.org/10.1017/cbo9780511804441openalex-snapshot
Convex Optimization
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Thermodynamics. An Advanced Treatment for Chemists and Physicists.
inferredcites →https://doi.org/10.1063/1.3060168openalex-snapshot
Thermodynamics: An Advanced Treatment for Chemists and Physicists
inferredcites →https://doi.org/10.1093/icon/1.1.147openalex-snapshot
Hong Kong/China
inferredcites →https://doi.org/10.1109/4235.585893openalex-snapshot
No free lunch theorems for optimization
inferredcites →https://doi.org/10.1109/4235.771163openalex-snapshot
Evolutionary programming made faster
inferredcites →https://doi.org/10.1109/cec.2010.5585933openalex-snapshot
Chemical Reaction Optimization for population transition in peer-to-peer live streaming
inferredcites →https://doi.org/10.1109/cec.2011.5949872openalex-snapshot
Evolutionary artificial neural network based on Chemical Reaction Optimization
inferredcites →https://doi.org/10.1109/glocom.2010.5684065openalex-snapshot
Chemical Reaction Optimization for Cognitive Radio Spectrum Allocation
inferredcites →https://doi.org/10.1109/glocom.2011.6133697openalex-snapshot
Network Coding Optimization Based on Chemical Reaction Optimization
inferredcites →https://doi.org/10.1109/icc.2010.5502406openalex-snapshot
Chemical Reaction Optimization for the Grid Scheduling Problem
inferredcites →https://doi.org/10.1109/infcom.2007.231openalex-snapshot
Evolutionary Approaches To Minimizing Network Coding Resources
inferredcites →https://doi.org/10.1109/mci.2010.936309openalex-snapshot
Memetic Computation—Past, Present & Future [Research Frontier
inferredcites →https://doi.org/10.1109/mis.2004.1265875openalex-snapshot
Nature-inspired computing
inferredcites →https://doi.org/10.1109/tevc.2005.844166openalex-snapshot
Multiobjective Evolutionary Optimization of DNA Sequences for Reliable DNA Computing
inferredcites →https://doi.org/10.1109/tevc.2006.880326openalex-snapshot
A Survey of Particle Swarm Optimization Applications in Electric Power Systems
inferredcites →https://doi.org/10.1109/tevc.2008.928176openalex-snapshot
Evolving Least Squares Support Vector Machines for Stock Market Trend Mining
inferredcites →https://doi.org/10.1109/tevc.2009.2033580openalex-snapshot
Chemical-Reaction-Inspired Metaheuristic for Optimization
inferredcites →https://doi.org/10.1109/tevc.2011.2132725openalex-snapshot
A Multi-Facet Survey on Memetic Computation
inferredcites →https://doi.org/10.1109/tmc.2008.70openalex-snapshot
Minimum Interference Channel Assignment in Multiradio Wireless Mesh Networks
inferredcites →https://doi.org/10.1109/tnn.2005.844858openalex-snapshot
Mutation-Based Genetic Neural Network
inferredcites →https://doi.org/10.1109/tpds.2011.35openalex-snapshot
Chemical Reaction Optimization for Task Scheduling in Grid Computing
inferredcites →https://doi.org/10.1126/science.220.4598.671openalex-snapshot
Optimization by Simulated Annealing
inferredcites →https://doi.org/10.1145/1562164.1562186openalex-snapshot
The status of the P versus NP problem
inferredcites →https://doi.org/10.1177/003754970107600201openalex-snapshot
A New Heuristic Optimization Algorithm: Harmony Search
inferredcites →https://doi.org/10.1201/9781420010749-33openalex-snapshot
Ant Colony Optimization
inferredcites →https://doi.org/10.5281/zenodo.1077119openalex-snapshot
Stock Portfolio Selection Using Chemical Reaction Optimization
inferredcites →https://doi.org/10.5860/choice.27-0936openalex-snapshot
Genetic algorithms in search, optimization, and machine learning

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Particle Guided Metaheuristic Algorithm for Global Optimization and Feature Selection Problems
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Chemical Reaction Algorithm For Expectation Maximization Clustering
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Memetic Algorithms: A Contemporary Introduction
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Bibliography
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Self‐Adaptive Re‐Organization Enables Polythiophene as an Extraordinary Cathode Material for Aluminum‐Ion Batteries with a Cycle Life of 100 000 Cycles
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Self‐Adaptive Re‐Organization Enables Polythiophene as an Extraordinary Cathode Material for Aluminum‐Ion Batteries with a Cycle Life of 100 000 Cycles
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A random chemical reaction optimization algorithm based on dual containers strategy for multi‐rotor UAV path planning in transmission line inspection
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Phylogenetic Tree Construction Using Chemical Reaction Optimization
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Framework for Evaluation of Swarm-Based Chemical Reaction Optimization Algorithm
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Design of Optimal PI Controllers Using the Chemical Reaction Optimization Algorithm for Indirect Power Control of a DFIG Model with MPPT
inferred← citeshttps://doi.org/10.1007/978-3-030-52856-0_13openalex-snapshot
Chemical Reaction Optimization for Solving Resource Constrained Project Scheduling Problem
inferred← citeshttps://doi.org/10.1007/978-3-030-91244-4_34openalex-snapshot
Solving Maximal Covering Location Problem Using Chemical Reaction Optimization
inferred← citeshttps://doi.org/10.1007/978-3-031-16210-7_50openalex-snapshot
A Memetic Approach for Routing Problem with Capacity and Time Constraints
inferred← citeshttps://doi.org/10.1007/978-3-031-44851-5_19openalex-snapshot
Autonomous Model-Based Inspection Planning for 3D Visual Coverage Tasks
inferred← citeshttps://doi.org/10.1007/978-3-319-03404-1_25openalex-snapshot
Chemical-Reaction Optimization Algorithm
inferred← citeshttps://doi.org/10.1007/978-3-319-03753-0_7openalex-snapshot
A Tree Based Chemical Reaction Optimization Algorithm for QoS Multicast Routing
inferred← citeshttps://doi.org/10.1007/978-3-319-07153-4_29-1openalex-snapshot
Memetic Algorithms
inferred← citeshttps://doi.org/10.1007/978-3-319-13356-0_43openalex-snapshot
Nature-Inspired Chemical Reaction Optimisation Algorithm for Handling Nurse Rostering Problem
inferred← citeshttps://doi.org/10.1007/978-3-319-17906-3_12openalex-snapshot
Optimization in Production Management: Economic Load Dispatch of Cyber Physical Power System Using Artificial Bee Colony
inferred← citeshttps://doi.org/10.1007/978-3-319-20472-7_25openalex-snapshot
A Hybrid Algorithm Based on Tabu Search and Chemical Reaction Optimization for 0-1 Knapsack Problem
inferred← citeshttps://doi.org/10.1007/978-3-319-26230-7_1openalex-snapshot
The Power of Natural Inspiration in Control Systems
inferred← citeshttps://doi.org/10.1007/978-3-319-91192-2_43openalex-snapshot
Chemical Reaction Optimization for Traveling Salesman Problem Over a Hypercube Interconnection Network
inferred← citeshttps://doi.org/10.1007/978-3-642-53962-6_38openalex-snapshot
A Novel Method Based on Chemical Reaction Optimization for Pairwise Sequence Alignment
inferred← citeshttps://doi.org/10.1007/978-3-642-53962-6_43openalex-snapshot
A Parallel Chemical Reaction Optimization for Multiple Choice Knapsack Problem
inferred← citeshttps://doi.org/10.1007/978-981-13-1501-5_37openalex-snapshot
Chemical Reaction Optimization Algorithm for Word Detection Using Pictorial Structure
inferred← citeshttps://doi.org/10.1007/978-981-13-1592-3_19openalex-snapshot
Association Rule Hiding Using Chemical Reaction Optimization
inferred← citeshttps://doi.org/10.1007/978-981-16-3246-4_14openalex-snapshot
Harmonic Estimator Using Design Atom Search Optimization Algorithm
inferred← citeshttps://doi.org/10.1007/978-981-96-7273-8_17openalex-snapshot
The Nelder-Mead Simplex Growth Optimizer Algorithm
inferred← citeshttps://doi.org/10.1007/978-981-96-8919-4_13openalex-snapshot
Bio-Inspired Approaches for Optimal Kidney Paired Donation (Infectious Risk Analysis)
inferred← citeshttps://doi.org/10.1007/978-981-99-8937-9_68openalex-snapshot
Breast Cancer Prediction Using Chemical Reaction Optimization and Classifier
inferred← citeshttps://doi.org/10.1007/s00366-021-01591-5openalex-snapshot
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The social team building optimization algorithm
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Chemical reaction optimization to disease diagnosis by optimizing hyper-planes classifiers
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Multithreaded scheduling for program segments based on chemical reaction optimizer
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Mobile robot path planning with obstacle avoidance using chemical reaction optimization
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Transportation scheduling optimization by a collaborative strategy in supply chain management with TPL using chemical reaction optimization
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Optimization of protein folding using chemical reaction optimization in HP cubic lattice model
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Tangent search algorithm for solving optimization problems
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A hybrid algorithm based on modified chemical reaction optimization and best-first search algorithm for solving minimum vertex cover problem
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SRIME: a strengthened RIME with Latin hypercube sampling and embedded distance-based selection for engineering optimization problems
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Deep learning for predicting essential proteins using topological features and gene ontology
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A novel meta-heuristic optimization algorithm inspired by water uptake and transport in plants
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Hybrid Archimedes optimization algorithm enhanced with mutualism scheme for global optimization problems
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Elk herd optimizer: a novel nature-inspired metaheuristic algorithm
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Artificial chemical reaction optimization of neural networks for efficient prediction of stock market indices
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Newton downhill optimizer with application to engineering optimization and breast cancer feature selection
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A novel chemical reaction optimization for the distributed permutation flowshop scheduling problem with makespan criterion
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Designing reduced congestion road networks via an elitist adaptive chemical reaction optimization
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Quadratic Interpolation Optimization (QIO): A new optimization algorithm based on generalized quadratic interpolation and its applications to real-world engineering problems
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DQNOA: A problem-adaptive deep Q-Network optimization algorithm for continuous and engineering problems
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Chemical reaction optimization for solving shortest common supersequence problem
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An improved chemical reaction optimization algorithm for solving the shortest common supersequence problem
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Metaheuristic algorithms: A benchmark-driven functional taxonomy and performance analysis
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Particle swarm optimization: A survey of innovations over the last 10 years
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A hybrid algorithm based on particle swarm and chemical reaction optimization
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Great Wall Construction Algorithm: A novel meta-heuristic algorithm for engineer problems
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Electric eel foraging optimization: A new bio-inspired optimizer for engineering applications
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Particle guided metaheuristic algorithm for global optimization and feature selection problems
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A boosted African vultures optimization algorithm combined with logarithmic weight inspired novel dynamic chaotic opposite learning strategy
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SLO-aware dynamic self-adaptation of resources
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A multi-faceted review of wind turbine optimization techniques: Metaheuristics and related issues
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A hybrid Particle Chemical Reaction Optimization for biological image matching based on lateral inhibition
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Chemical-reaction optimization for solving fuzzy job-shop scheduling problem with flexible maintenance activities
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An optimization model for a monopolistic firm serving an environmentally conscious market: Use of chemical reaction optimization algorithm
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Redesigning product line for integrated manufacturer-supplier ecosystem in a centralized supply chain: Case of an industrial consumer product
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Protein complex prediction in large protein–protein interaction network
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An empirical evaluation of evolutionary algorithms for unit test suite generation
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Adversarial game optimization: A game-theoretic metaheuristic for efficient complex optimization and engineering applications
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Leveraging social networks as an optimization approach
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Unmanned combat aerial vehicle path planning in complex environment using multi-strategy sparrow search algorithm with double-layer coding
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Decomposition-based chemical reaction optimization (CRO) and an extended CRO algorithms for multiobjective optimization
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Dynamic Hunting Leadership optimization: Algorithm and applications
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Neural population dynamics optimization algorithm: A novel brain-inspired meta-heuristic method
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Phototropic growth algorithm: A novel metaheuristic inspired from phototropic growth of plants
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Advances in Prairie dog optimization algorithm: a comprehensive review
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Collaborative privacy-preserving based on LP and ORP-DRL mechanism for task offloading in MEC
inferred← citeshttps://doi.org/10.1016/j.trpro.2023.11.261openalex-snapshot
Chemical Reaction Optimization for Electric Bus Scheduling
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Improving Reaction Yield Prediction with Chemical Atom-Level Reaction Learning
inferred← citeshttps://doi.org/10.1021/acs.joc.5c00303openalex-snapshot
Excellence in Industrial Organic Synthesis 2024
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Structural Tunability of Multicompartment Micelles as a Function of Lipophilic–Fluorophilic Block Length Ratio
inferred← citeshttps://doi.org/10.1021/acs.oprd.5c00049openalex-snapshot
Excellence in Industrial Organic Synthesis 2024
inferred← citeshttps://doi.org/10.1021/acscatal.5c07050openalex-snapshot
Efficient Machine Learning for Yield Prediction in Transition Metal-Catalyzed meta -C(sp 2 )–H Bond Activation and Other Reactions
inferred← citeshttps://doi.org/10.1038/s41598-024-70462-yopenalex-snapshot
A hybrid metaheuristic algorithm for antimicrobial peptide toxicity prediction
inferred← citeshttps://doi.org/10.1038/s41598-025-88080-7openalex-snapshot
Improved snow geese algorithm for engineering applications and clustering optimization
inferred← citeshttps://doi.org/10.1038/s41598-025-92983-wopenalex-snapshot
Hierarchical multi step Gray Wolf optimization algorithm for energy systems optimization
inferred← citeshttps://doi.org/10.1038/s42004-025-01434-0openalex-snapshot
An active representation learning method for reaction yield prediction with small-scale data
inferred← citeshttps://doi.org/10.1039/d2re00008copenalex-snapshot
The effect of chemical representation on active machine learning towards closed-loop optimization
inferred← citeshttps://doi.org/10.1061/(asce)cp.1943-5487.0000394openalex-snapshot
Roller Bearing Fault Diagnosis Method Based on Chemical Reaction Optimization and Support Vector Machine
inferred← citeshttps://doi.org/10.1061/(asce)up.1943-5444.0000709openalex-snapshot
Design of a Bike–Bus Network for a City of Half a Million Citizens
inferred← citeshttps://doi.org/10.1080/00207721.2018.1432780openalex-snapshot
A new effective operator for the hybrid algorithm for solving global optimisation problems
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A comparative study of meta-heuristics for local path planning of a mobile robot
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A Review on Optimization of Fuzzy Controller Parameters in Robotic Applications
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Chemical Reaction Optimization for Feature Combination in Bio-inspired Visual Attention
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Chemical reaction inspired approach for routing problems with hard time constraints
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Recent Advances in Grey Wolf Optimizer, its Versions and Applications: Review
inferred← citeshttps://doi.org/10.1109/access.2024.3524322openalex-snapshot
Atomic Energy Optimization: A Novel Meta-Heuristic Inspired by Energy Dynamics and Dissipation
inferred← citeshttps://doi.org/10.1109/aiccsa.2017.100openalex-snapshot
Chemical Reaction Optimization Metaheuristic for Solving Association Rule Mining Problem
inferred← citeshttps://doi.org/10.1109/cec.2012.6252925openalex-snapshot
Real-coded chemical reaction optimization with different perturbation functions
inferred← citeshttps://doi.org/10.1109/cec.2012.6253003openalex-snapshot
Chemical Reaction Optimization for the optimal power flow problem
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Sensor deployment for air pollution monitoring using public transportation system
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Chemical Reaction Optimization for the Fuzzy Rule learning problem
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Short adjacent repeat identification based on Chemical Reaction Optimization
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Optimal V2G scheduling of electric vehicles and Unit Commitment using Chemical Reaction Optimization
inferred← citeshttps://doi.org/10.1109/cec.2014.6900233openalex-snapshot
Chemical reaction optimization for the set covering problem
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An inter-molecular adaptive collision scheme for Chemical Reaction Optimization
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Adaptive chemical reaction optimization for global numerical optimization
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Investigation of network reconfiguration on the reliability and performance of distribution systems using CRO
inferred← citeshttps://doi.org/10.1109/fskd.2017.8393061openalex-snapshot
EBCRO: Hybrid chemical reaction with employed bee operator
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Chemical Reaction Optimization (CRO) of Deep Neural Network (DNN) Model for Characterization of Algae Drying Kinetics
inferred← citeshttps://doi.org/10.1109/iacs.2018.8355438openalex-snapshot
An improved chemical reaction optimization algorithm for solving traveling salesman problem
inferred← citeshttps://doi.org/10.1109/icccnt.2018.8494202openalex-snapshot
Handwritten Bangla Digit Recognition Using Chemical Reaction Optimization
inferred← citeshttps://doi.org/10.1109/icccnt51525.2021.9579914openalex-snapshot
Prediction of Diabetics Using Chemical Reaction Optimization
inferred← citeshttps://doi.org/10.1109/icccsp49186.2020.9315262openalex-snapshot
Multiobjective Computational RNA Design using Chemical Reaction Optimization
inferred← citeshttps://doi.org/10.1109/icccsp49186.2020.9315277openalex-snapshot
Dynamic Facility Layout Problem Using Chemical Reaction Optimization
inferred← citeshttps://doi.org/10.1109/iccitechn.2017.8281767openalex-snapshot
Optimization of collaborative transportation scheduling in supply chain management with TPL using chemical reaction optimization
inferred← citeshttps://doi.org/10.1109/icnsc.2016.7478973openalex-snapshot
Improved Chemical Reaction Optimization algorithm for 3D complex surface coverage
inferred← citeshttps://doi.org/10.1109/icsse.2019.8823332openalex-snapshot
Big Vibration Data Diagnosis of Bearing Fault Base on Feature Representation of Autoencoder and Optimal LSSVM-CRO Classifier Model
inferred← citeshttps://doi.org/10.1109/ictcs.2019.8923054openalex-snapshot
A Parallel Face Detection Method using Genetic & CRO Algorithms on Multi-core Platform
inferred← citeshttps://doi.org/10.1109/ijcnn.2014.6889548openalex-snapshot
A heuristic to generate initial feasible solutions for the Unit Commitment problem
inferred← citeshttps://doi.org/10.1109/jas.2017.7510454openalex-snapshot
Solving multi-area environmental economic dispatch by Pareto-based chemical-reaction optimization algorithm
inferred← citeshttps://doi.org/10.1109/jcsse.2013.6567320openalex-snapshot
Evolutionary training of a q-Gaussian radial basis functional-link nets for function approximation
inferred← citeshttps://doi.org/10.1109/jiot.2025.3631277openalex-snapshot
Digital Twin-Assisted Path Planning for AAV Swarm Based on Improved Polar Lights Optimization
inferred← citeshttps://doi.org/10.1109/mlcss57186.2022.00022openalex-snapshot
Generating Higher Order Mutants using PSO with Levy Flight(LFPSO) Algorithm
inferred← citeshttps://doi.org/10.1109/mwscas.2013.6674879openalex-snapshot
A variable-latency floating-point division in association with predicted quotient and fixed remainder
inferred← citeshttps://doi.org/10.1109/pais.2018.8598483openalex-snapshot
Frequent Itemsets Mining with Chemical Reaction Optimization Metaheuristic
inferred← citeshttps://doi.org/10.1109/tcbb.2019.2936570openalex-snapshot
RNA Secondary Structure Prediction with Pseudoknots Using Chemical Reaction Optimization Algorithm
inferred← citeshttps://doi.org/10.1109/tcbb.2022.3233473openalex-snapshot
Identification of Essential Protein Using Chemical Reaction Optimization and Machine Learning Technique
inferred← citeshttps://doi.org/10.1109/tcyb.2016.2607782openalex-snapshot
Community Detection Using Dual-Representation Chemical Reaction Optimization
inferred← citeshttps://doi.org/10.1109/tevc.2012.2227973openalex-snapshot
On the Convergence of Chemical Reaction Optimization for Combinatorial Optimization
inferred← citeshttps://doi.org/10.1109/tmag.2014.2325797openalex-snapshot
Orthogonal Multiobjective Chemical Reaction Optimization Approach for the Brushless DC Motor Design
inferred← citeshttps://doi.org/10.1109/tnsm.2023.3299358openalex-snapshot
Improved Chemical Reaction Optimization With Fitness-Based Quasi-Reflection Method for Scheduling in Hybrid Cloud-Fog Environment
inferred← citeshttps://doi.org/10.1109/tpwrs.2013.2277741openalex-snapshot
Optimal Multistage PMU Placement for Wide-Area Monitoring
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