Ant Colony Optimization: Overview and Recent Advances

M. Dorigo,T. Stützle

Published 2018 in Handbook of Metaheuristics

ABSTRACT

No abstract is available for this paper.

PUBLICATION RECORD

Publication year
2018
Venue
Handbook of Metaheuristics
Publication date
2018-09-21
Fields of study
Computer Science
Identifiers
DOI 10.1007/978-1-4419-1665-5_8
External record
Open on Semantic Scholar
Source metadata
Semantic Scholar

CITATION MAP

EXTRACTION MAP

CLAIMS

No claims are published for this paper.

CONCEPTS

No concepts are published for this paper.

REFERENCES

A new indicator-based many-objective ant colony optimizer for continuous search spaces
2017cited by this paper
Ant Colony Optimization With Local Search for Dynamic Traveling Salesman Problems
2017cited by this paper
A survey of swarm intelligence for dynamic optimization: Algorithms and applications
2017cited by this paper
Adaptive Multimodal Continuous Ant Colony Optimization
2017cited by this paper
Theory of swarm intelligence: tutorial at GECCO 2017
2017cited by this paper
Computers And Intractability A Guide To The Theory Of Np Completeness
2016cited by this paper
The irace package: Iterated racing for automatic algorithm configuration
2016cited by this paper
Enhancing IACOR Local Search by Mtsls1-BFGS for Continuous Global Optimization
2015cited by this paper
Ant algorithms with immigrants schemes for the dynamic vehicle routing problem
2015cited by this paper
Ant Colony Optimization for Mixed-Variable Optimization Problems
2014cited by this paper
An ACO Algorithm to Solve an Extended Cutting Stock Problem for Scrap Minimization in a Bar Mill
2014cited by this paper
Estimation-based metaheuristics for the single vehicle routing problem with stochastic demands and customers
2014cited by this paper
Comparative evaluation of platforms for parallel Ant Colony Optimization
2014cited by this paper
Scheduling a Galvanizing Line by Ant Colony Optimization
2014cited by this paper
A unified ant colony optimization algorithm for continuous optimization
2014cited by this paper
Experimental Analysis of Pheromone-Based Heuristic Column Generation Using irace
2013cited by this paper
Runtime analysis of ant colony optimization on dynamic shortest path problems
2013cited by this paper
Improving Ant Colony Optimization performance on the GPU using CUDA
2013cited by this paper
Ant colony optimization with immigrants schemes for the dynamic travelling salesman problem with traffic factors
2013cited by this paper
Enhancing data parallelism for Ant Colony Optimization on GPUs
2013cited by this paper
Theoretical analysis of two ACO approaches for the traveling salesman problem
2012cited by this paper
Coupling ant colony systems with strong local searches
2012cited by this paper
An experimental analysis of design choices of multi-objective ant colony optimization algorithms
2012cited by this paper
Running time analysis of Ant Colony Optimization for shortest path problems
2012cited by this paper
The Automatic Design of Multiobjective Ant Colony Optimization Algorithms
2012cited by this paper
Pheromone-Based Heuristic Column Generation for Vehicle Routing Problems with Black Box Feasibility
2012cited by this paper
A hybrid Ant algorithm for the set covering problem
2011influential reference
Supplementary Material of The Automatic Design of Multi-Objective Ant Colony Optimization Algorithms
2011cited by this paper
An incremental ant colony algorithm with local search for continuous optimization
2011cited by this paper
Runtime analysis of the 1-ANT ant colony optimizer
2011cited by this paper
Theoretical analysis of two ACO approaches for the traveling salesman problem
2011cited by this paper
Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems
2011cited by this paper
High Performance Algorithms and Software in Nonlinear Optimization
2011cited by this paper
Runtime analysis of the 1-ANT ant colony optimizer
2011cited by this paper
The Travelling Salesman Problem
2011cited by this paper
New ideas for applying ant colony optimization to the set covering problem
2010cited by this paper
An analysis of communication policies for homogeneous multi-colony ACO algorithms
2010cited by this paper
Principles and applications of swarm intelligence for adaptive routing in telecommunications networks
2010cited by this paper
Parallel Ant Colony Optimization on Graphics Processing Units
2010cited by this paper
Beam-ACO for the travelling salesman problem with time windows
2010cited by this paper
Beam-ACO Based on Stochastic Sampling for Makespan Optimization Concerning the TSP with Time Windows
2009cited by this paper
Special issue on ant colony optimization
2009cited by this paper
Ant colony optimization for multicasting in static wireless ad-hoc networks
2009cited by this paper
Multiple objective ant colony optimisation
2009cited by this paper
Analysis of different MMAS ACO algorithms on unimodal functions and plateaus
2009cited by this paper
Ant colony optimization for the two-dimensional loading vehicle routing problem
2009cited by this paper
Estimation-based ant colony optimization and local search for the probabilistic traveling salesman problem
2009cited by this paper
A survey on metaheuristics for stochastic combinatorial optimization
2009cited by this paper
Ant colony optimization for continuous domains
2008cited by this paper
An ant colony optimization algorithm for DNA sequencing by hybridization
2008cited by this paper
cAnt-Miner: An Ant Colony Classification Algorithm to Cope with Continuous Attributes
2008cited by this paper
Iterated Greedy Algorithms for a Real-World Cyclic Train Scheduling Problem
2008cited by this paper
Routing Protocols for Next-Generation Networks Inspired by Collective Behaviors of Insect Societies: An Overview
2008cited by this paper
Runtime Analysis of Ant Colony Optimization with Best-So-Far Reinforcement
2008cited by this paper
Two-Level ACO for Haplotype Inference Under Pure Parsimony
2008cited by this paper
The Traveling Salesman Problem: A Case Study in Local Optimization
2008cited by this paper
Combining two pheromone structures for solving the car sequencing problem with Ant Colony Optimization
2008cited by this paper
Time dependent vehicle routing problem with a multi ant colony system
2008cited by this paper
First steps to the runtime complexity analysis of ant colony optimization
2008cited by this paper
Beam-ACO for Simple Assembly Line Balancing
2008cited by this paper
Integration of ACO in a Constraint Programming Language
2008cited by this paper
Ant colony optimization for real-world vehicle routing problems
2007cited by this paper
The Traveling Salesman Problem: A Computational Study
2007cited by this paper
Ant colony system for a VRP with multiple time windows and multiple visits
2007cited by this paper
Ant Colony Optimization with Cunning Ants
2007cited by this paper
Classification With Ant Colony Optimization
2007cited by this paper
A Bayesian Network Model for Information Retrieval from Greek Texts
2007cited by this paper
On the runtime analysis of the 1-ANT ACO algorithm
2007cited by this paper
An ant colony optimization approach to flexible protein–ligand docking
2007cited by this paper
An ant colony optimization algorithm for continuous optimization: application to feed-forward neural network training
2007cited by this paper
A taxonomy and an empirical analysis of multiple objective ant colony optimization algorithms for the bi-criteria TSP
2007cited by this paper
Mathematical runtime analysis of ACO algorithms: survey on an emerging issue
2007cited by this paper
A simple and effective iterated greedy algorithm for the permutation flowshop scheduling problem
2007cited by this paper
Ant Colony Optimization for Multi-Objective Optimization Problems
2007cited by this paper
Ant colony optimization
2006influential reference
Ant Colony Optimization and the minimum spanning tree problem
2006cited by this paper
cAS: Ant Colony Optimization with Cunning Ants
2006cited by this paper
A study of ACO capabilities for solving the maximum clique problem
2006cited by this paper
An Enhanced Aggregation Pheromone System for Real-Parameter Optimization in the ACO Metaphor
2006cited by this paper
A 3-flip neighborhood local search for the set covering problem
2006cited by this paper
Runtime Analysis of a Simple Ant Colony Optimization Algorithm
2006cited by this paper
PLANTS: Application of Ant Colony Optimization to Structure-Based Drug Design
2006cited by this paper
Parallel Ant Colony Optimization for the Traveling Salesman Problem
2006cited by this paper
Iterated Ants: An Experimental Study for the Quadratic Assignment Problem
2006cited by this paper
Parallel Cooperative Savings Based Ant Colony Optimization - Multiple Search and Decomposition Approaches
2006cited by this paper
On the Finite-Time Dynamics of Ant Colony Optimization
2006cited by this paper
Combined Discrete-event Simulation and Ant Colony Optimisation Approach for Selecting Optimal Screening Policies for Diabetic Retinopathy
2006cited by this paper
Parallel Problem Solving from Nature - PPSN IX: 9th International Conference, Reykjavik, Iceland, September 9-13, 2006, Proceedings
2006cited by this paper
Ant colony optimization theory: A survey
2005cited by this paper
I Computational Complexity
2005influential reference
An ant colony optimisation algorithm for the 2D and 3D hydrophobic polar protein folding problem
2005cited by this paper
Beam-ACO - hybridizing ant colony optimization with beam search: an application to open shop scheduling
2005cited by this paper
AntHocNet: an adaptive nature-inspired algorithm for routing in mobile ad hoc networks
2005cited by this paper
Using Ant Agents to Combine Reactive and Proactive Strategies for Routing in Mobile Ad-hoc Networks
2005cited by this paper
Hybrid Metaheuristics for the Vehicle Routing Problem with Stochastic Demands
2005cited by this paper
An External Partial Permutations Memory for Ant Colony Optimization
2005cited by this paper
Optimization
2005influential reference
Adaptive Parallel Ant Colony Algorithm
2005cited by this paper
Ant Colony System for a Dynamic Vehicle Routing Problem
2005cited by this paper
Search bias in ant colony optimization: on the role of competition-balanced systems
2005cited by this paper

CITED BY

Optimal power flow of hybrid wind/solar/thermal energy integrated power systems considering renewable energy uncertainty via an enhanced weighted mean of vectors algorithm
2026cites this paper
TIDE: Tuning-Integrated Dynamic Evolution for LLM-Based Automated Heuristic Design
2026cites this paper
Optimization of fleet search on network of regions
2026cites this paper
ACO-GA-Based Optimization to Enhance Global Path Planning for Autonomous Navigation in Grid Environments
2026cites this paper
A Comparison of Metaheuristic Methods for the Vehicle Routing Problem
2026cites this paper
Enabling Population-Based Architectures for Neural Combinatorial Optimization
2026cites this paper
DROD: An intelligent method for dual-stage radiation-shielding optimization design of nuclear reactor
2026cites this paper
A continuous-review retrial inventory system with repair options for defective items
2026cites this paper
M2O: A Movement-Optimization Mechanism for Self-Reconfigurable Modular Robotic Systems
2026cites this paper
Partition-informed Ant Colony Optimization for min-max multiple TSP
2026cites this paper
Advanced electronic noses for future robotic olfaction
2026cites this paper
Research on optimization of delivery route for express delivery based on ant colony algorithm
2026cites this paper
Tuning metaheuristic parameters with the use of Large Language Models
2026cites this paper
Applying the Ensemble and Metaheuristic Algorithm to Predict the Flexural Characteristics of Ice
2026cites this paper
Pemodelan dan Simulasi Path Planning Robot Mobil Menggunakan Metode Ant System Pada Lingkungan Terstruktur
2026cites this paper
Deep fusion of fragmented process knowledge for process route planning
2026cites this paper
Gradient-based adaptive PID-SMC control tuned by ant colony optimization for autonomous underwater vehicle.
2026cites this paper
Optimal Traffic Relief Road Design using Bilevel Programming and Greedy Seeded Simulated Annealing: A Case Study of Kinshasa
2025cites this paper
Ant Colony Optimization for Jakarta Historical Tours: A Comparative Analysis of GPS and Map Image Approaches
2025cites this paper
Addressing Climate Change and Port Emissions : An In-Depth Analysis and Optimization of Maritime Trajectory Reconstruction using Hybrid AI Methodologies
2025cites this paper
Optimized computational framework for hydrogen blending in natural gas pipeline networks: analyzing hydrogen injection algorithms and operational parameters
2025cites this paper
Research on the Prediction of Event Medal Distribution Based on XGBoost and Dynamic Markov Chain
2025cites this paper
Game theory and ant colony optimization for efficient routing in wireless multi-hop networks
2025cites this paper
Multi-Day Scheduling for Electric Vehicle Routing: A Novel Model and Comparison Of Metaheuristics
2025cites this paper
Multiagent Actor-Critic Generative AI for Query Resolution and Analysis
2025cites this paper
A genetic algorithm (GA) with graph reconstruction and Boolean_OR Crossover for minimum 2-edge connected m-dominating set problem
2025cites this paper
Assessing the forest ecosystem’s vulnerability to human and natural variables in the UNESCO Global Geopark Dak Nong, Vietnam, using the combined ACO-ANFIS model
2025cites this paper
Learning automata-enabled ant colony optimization for group influence maximization in social networks: a two-stage approach
2025cites this paper
GRIMP: A Genetic Algorithm for Compression‐Based Descriptive Pattern Mining
2025cites this paper
Pheromone-Focused Ant Colony Optimization algorithm for path planning
2025cites this paper
A Hybrid Optimization Algorithm with Multi-Strategy Integration and Multi-Subpopulation Cooperation for Engineering Problem Solving
2025cites this paper
Bridging higher-order logic and efficient computations for a rigorous analysis of idealised pathfinding ants
2025cites this paper
Optimizing Power Forecasting with ACO-Tuned BiGRU Neural Networks
2025cites this paper
Introducing a hybrid intrusion detection method for IoT-cloud environments based on ResNeXt and improved Ebola optimization search algorithm
2025cites this paper
Formation of Territorial Communities in Context of Radar-Based Drone Control
2025cites this paper
Feasibility analysis and optimal sizing of islanded hybrid energy system by using bio-inspired algorithms
2025cites this paper
Solving an Optimization Problem of Image View Layout with Priority using Heuristic Approach
2025cites this paper
Bio-inspired mechanism promotes cooperation in spatial public goods games
2025cites this paper
A Robust Shard Inspection Framework With Efficient Throughput and Energy Consumption for Secure Geolocation-Based Sharded Blockchains
2025cites this paper
An optimized hierarchical path planning method based on deep reinforcement learning for mobile robots
2025cites this paper
Metaheuristic Optimization for Energy Efficiency and Lifetime Extension in Wireless Sensor Networks: A Comprehensive Survey
2025cites this paper
Automated robotic deconstruction sequence planning from scan-to-BIM data for reinforced concrete structure reuse
2025cites this paper
An intelligent decision-making framework for territorial spatial layout coupling simulation and optimization: a case study of Hui’an County
2025cites this paper
Enhancing the precision of male fertility diagnostics through bio inspired optimization techniques
2025cites this paper
SIT-ia: A Software-Hardware System to Improve Male Sorting Efficacy for the Sterile Insect Technique
2025influential citation
Dual-Signaling ACO for Highly Dynamic and Distributed Environments: Proactive Pheromone Injection for Adaptive Load Balancing
2025influential citation
Decision-Making in the Age of AI: A Review of Theoretical Frameworks, Computational Tools, and Human-Machine Collaboration
2025cites this paper
A novel hybrid genetic algorithm with moodie young heuristic and simulated annealing for multi-objective assembly line balancing
2025cites this paper
Design method for the pylon-cable-tendon system of extradosed bridges based on cost optimization
2025cites this paper
A Novel Hybrid Grey Wolf Whale Optimization for Effectual Job Scheduling and Resource Distribution in Dynamic Cloud Computing
2025cites this paper
Seismic performance-based design optimization of 2D steel chevron-braced frames using ACO algorithm and nonlinear pushover analysis
2025cites this paper
Nature-Inspired Algorithms in Internet of Vehicles: A Survey and Analysis
2025influential citation
Automated design of state transition rules in ant colony optimization by genetic programming: a comprehensive investigation
2025influential citation
Search Diversification in ACO Algorithms and Its Application
2025influential citation
A Cooperative Ant Colony System for Multiobjective Multirobot Task Allocation With Precedence Constraints
2025cites this paper
Enhanced leukemia prediction using hybrid ant colony and ant lion optimization for gene selection and classification
2025cites this paper
Beam pattern optimization using Pareto-enhanced particle swarm with cross-variance optimization (PPS-CVO) algorithm
2025cites this paper
Optimization of photovoltaics/wind turbine/fuel cell hybrid power system design for different regions in Libya
2025cites this paper
Advanced Battery Optimization with Dynamic Node Selection Using EWR-LEACH
2025cites this paper
Swarm Intelligence Algorithms for Optimization Problems a Survey of Recent Advances and Applications
2025cites this paper
Tower crane location optimization problem: a comprehensive metaheuristic algorithm approach
2025cites this paper
Evolution of Swarm Intelligence: A Systematic Review of Particle Swarm and Ant Colony Optimization Approaches in Modern Research
2025cites this paper
MOTIF: Multi-strategy Optimization via Turn-based Interactive Framework
2025cites this paper
Bringing back psychological empowerment in empowerment-oriented leadership: the development of the Psychological Empowerment Leadership Scale (PELS)
2025cites this paper
Cutting-edge approaches to plant disease detection: a survey of machine learning models and optimization methods
2025cites this paper
Enhancing Alzheimer's disease prediction using random forest: A novel framework combining backward feature elimination and ant colony optimization.
2025cites this paper
Improved Optical System Design of Human Eye Using Ant Colony Optimization
2025cites this paper
Lattice-Hopping: A Novel Map-Representation-Based Path Planning Algorithm for a High-Density Storage System
2025cites this paper
Sharpbelly Fish Optimization Algorithm: A Bio-Inspired Metaheuristic for Complex Engineering
2025cites this paper
Efficient Hyperparameter Optimization Using Metaheuristics for Machine Learning in Truss Steel Structure Cross-Section Prediction
2025cites this paper
A Multi-Optimizer Metaheuristic Approach for Solving Constrained Patch Scheduling Problem
2025cites this paper
AI-Enhanced threat analysis and risk assessment for connected and autonomous vehicles
2025cites this paper
Heuristic Algorithms for the Heterogeneous Vehicle Routing Problem With Time Windows, Customers Priority, Pickup and Delivery
2025cites this paper
Unlocking New Potentials in Evolutionary Computation with Complex Network Insights: A Brief Survey
2025cites this paper
Optimized Motion Planning in Mobile Robots Using an Enhanced Bi-objective Salp Swarm Algorithm
2025cites this paper
Training neural networks with a self-adaptive ant colony algorithm
2025cites this paper
Enhancing IIoT security: a hybrid AI framework for intrusion detection powered by Gen-X AI
2025cites this paper
Nearest-Better Network for Visualizing and Analyzing Combinatorial Optimization Problems: A Unified Tool
2025cites this paper
Data-Driven Identification Model of Vulnerable Set for Cascading Failure in Power Grid
2025cites this paper
An Improved Animated Oat Optimization Algorithm with Particle Swarm Optimization for Dry Eye Disease Classification
2025cites this paper
Advances and Optimization Trends in Photovoltaic Systems: A Systematic Review
2025cites this paper
Mhoa: multi-strategy Hiking Optimization Algorithm for solving engineering and numerical optimization problems
2025cites this paper
NeuFACO: Neural Focused Ant Colony Optimization for Traveling Salesman Problem
2025cites this paper
From Pheromones to Policies: Reinforcement Learning for Engineered Biological Swarms
2025cites this paper
Optimized ant tracking algorithm for fault and fracture detection: A case study from a southern Iran oilfield
2025cites this paper
Sliding Mode Controller Tuning Using Nature-Inspired Optimization for Induction Motor: EV Application
2025cites this paper
A new ant stridulation-based local search for combinatorial optimization problems
2025cites this paper
PSO-DT based BagDT: a robust lightweight ensemble framework for efficient feature selection and DDoS attack detection in IoT environment
2025cites this paper
Bio Cognitive Mesh: Harnessing Swarm Intelligence for Self-Organizing AI at the Network Edge
2025cites this paper
Research on Packing Problem Based on Improved Ant Colony Algorithm
2025cites this paper
Resource Aware Deep Learning Model Partitioning and Allocation for Inference Task in Clusters With Heterogeneous Graphics Processing Units
2025cites this paper
Solving the Team Coordination on Graphs With Risky Edges problem for nonzero self-loop weights
2025cites this paper
Corrosion fatigue life prediction of multiple austenitic stainless steel grades in high-temperature, high-pressure water environments using a GA-optimized neural network
2025influential citation
Explainable artificial intelligence enhanced quantum-inspired spider monkey optimization for a constrained portfolio optimization proble
2025cites this paper
The Optimized Extreme Learning Machine (GA-OELM) for DDoS Attack Detection in Cloud Environment
2025influential citation
Improved Snake Optimization Algorithm for Global Optimization and Engineering Applications
2025cites this paper
Optimized robust fault-tolerant control for T–S fuzzy systems using PSO: a quarter-vehicle suspension application
2025cites this paper
Smarter Patrols, Safer Streets: a Dynamic Framework for Crime-Aware Routing and Replanning
2025cites this paper
Multi-Modal Last-Mile Delivery Optimization With Smart Micro-Hubs: A Branch-and-Price Approach With Valid Inequalities
2025cites this paper
MPA-SVM: An Effective Feature Selection Approach for High-Dimensional Datasets
2025cites this paper