Population-Based Incremental Learning: A Method for Integrating Genetic Search Based Function Optimization and Competitive Learning

No abstract is available for this paper.

• Publication year

  1994

• Venue

  Unknown venue

• Publication date

  1994-06-01

• Fields of study

  Computer Science

• Identifiers

  No identifiers available.

• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• An introduction to simulated evolutionary optimization

  1994cited by this paper
• Introduction to the theory of neural computation

  1994influential reference
• On the effectiveness of crossover in simulated evolutionary optimization.

  1994cited by this paper
• Training Kohonen Feature Maps in Different Topologies: An Analysis Using Genetic Algorithms

  1993cited by this paper
• Crossover's Niche

  1993cited by this paper
• An Overview of Evolutionary Algorithms for Parameter Optimization

  1993cited by this paper
• The ECOlogical Framework II : Improving GA Performance At Virtually Zero Cost

  1993cited by this paper
• A Promising Genetic Algorithm Approach to Job-Shop SchedulingRe-Schedulingand Open-Shop Scheduling Problems

  1993cited by this paper
• Optimal Mutation Rates in Genetic Search

  1993cited by this paper
• Structure and Performance of Fine-Grain Parallelism in Genetic Search

  1993cited by this paper
• Serial and Parallel Genetic Algorithms as Function Optimizers

  1993influential reference
• Learning in embedded systems

  1993cited by this paper
• Genetic Synthesis of Modular Neural Networks

  1993cited by this paper
• Genetic Programming: On the Programming of Computers by Means of Natural Selection

  1992cited by this paper
• Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence

  1992cited by this paper
• Crossover or Mutation?

  1992cited by this paper
• Genetic Algorithms, Noise, and the Sizing of Populations

  1992cited by this paper
• International Workshop on Combinations of Genetic Algorithms and Neural Networks

  1992cited by this paper
• Genetic Algorithms Are NOT Function Optimizers

  1992cited by this paper
• Deception Considered Harmful

  1992cited by this paper
• Simulated Crossover in Genetic Algorithms

  1992cited by this paper
• Distributed genetic algorithms for the floorplan design problem

  1991cited by this paper
• Bit-Climbing, Representational Bias, and Test Suite Design

  1991cited by this paper
• Representational issues in genetic optimization

  1990cited by this paper
• Improved versions of learning vector quantization

  1990cited by this paper
• GENITOR II: a distributed genetic algorithm

  1990cited by this paper
• The CHC Adaptive Search Algorithm: How to Have Safe Search When Engaging in Nontraditional Genetic Recombination

  1990cited by this paper
• Explicit Parallelism of Genetic Algorithms through Population Structures

  1990cited by this paper
• Optimizing Neural Networks Using FasterMore Accurate Genetic Search

  1989cited by this paper
• Scheduling Problems and Traveling Salesmen: The Genetic Edge Recombination Operator

  1989cited by this paper
• Fast-learning variations on back propagation: an empirical study.

  1989influential reference
• Parallel Genetic Algorithms, Population Genetics, and Combinatorial Optimization

  1989cited by this paper
• Handwritten Digit Recognition with a Back-Propagation Network

  1989cited by this paper
• A personal communication

  1989cited by this paper
• Classifier Systems and Genetic Algorithms

  1989cited by this paper
• Genetic Algorithms in Search Optimization and Machine Learning

  1988influential reference
• Representation and Hidden Bias: Gray vs. Binary Coding for Genetic Algorithms

  1988cited by this paper
• A connectionist machine for genetic hillclimbing

  1987cited by this paper
• Genetic Algorithms with Sharing for Multimodalfunction Optimization

  1987cited by this paper
• A Connectionist Algorithm for Genetic Search

  1985cited by this paper
• Optimization by Simulated Annealing

  1983cited by this paper
• An Analysis Of The Behavior Of A Class Of Genetic Adaptive Systems

  1975influential reference
• Pattern classification and scene analysis

  1974cited by this paper
• Pattern classification and scene analysis

  1974cited by this paper

• LLM Agents for Combinatorial Efficient Frontiers: Investment Portfolio Optimization

  2026cites this paper
• Scalability via Sparsity in Stackelberg Security Games: An Augmented Decision Space Approach

  2026cites this paper
• MLS-JAYA: A multi-learning JAYA algorithm for numerical optimization and efficient engineering design

  2026cites this paper
• Intelligent support for agile release planning: an empirical evaluation of ProjectION

  2026cites this paper
• Evolutionary Generative Optimization: Towards Fully Data-Driven Evolutionary Optimization via Generative Learning

  2025cites this paper
• Augmented Decision Spaces for Stackelberg Security Games: Sparse evolution begets scalability

  2025cites this paper
• An improved binary zebra optimization algorithm for the synthesis of thinned planar phased array

  2025cites this paper
• Improved Runtime Analysis of a Multi-Valued Compact Genetic Algorithm on Two Generalized OneMax Problems

  2025cites this paper
• Data-Driven Left-Turn Restriction Decision Framework for Urban Networks: A Case Study of Downtown Pittsburgh

  2025cites this paper
• Mutation adaptive cuckoo search hybridized naked mole rat algorithm for industrial engineering problems

  2025influential citation
• Hierarchical multi step Gray Wolf optimization algorithm for energy systems optimization

  2025cites this paper
• Feature selection based on cluster assumption in PU learning

  2025cites this paper
• A Memetic Algorithm based on Variational Autoencoder for Black-Box Discrete Optimization with Epistasis among Parameters

  2025cites this paper
• Knapsack Problem-Based Cycle Pseudo Labels Generation For PolSAR Image Classification

  2025cites this paper
• Black-Box Combinatorial Optimization with Order-Invariant Reinforcement Learning

  2025cites this paper
• Many-Objective Truss Structural Optimization Considering Dynamic and Stability Behaviors

  2025cites this paper
• Improved Compact Genetic Algorithms with Efficient Caching

  2025cites this paper
• A Comprehensive Survey of Aquila Optimizer: Theory, Variants, Hybridization, and Applications

  2025cites this paper
• Feature selection using metaheuristics to predict annual amyotrophic lateral sclerosis progression

  2025cites this paper
• Bilevel Optimal Production Scheduling of Heating Furnaces with a Practical Production Simulator Using Integer Form of Population-Based Incremental Learning with an Initial Probability Matrix Setting Method and Local Search with a Surrogate Model

  2025cites this paper
• An Improved Estimation of Distribution Algorithm for Earth Observation Satellite Scheduling Problem

  2024cites this paper
• A Solution to Errors-in-variables Bias in Multivariate Linear Regression using Compact Genetic Algorithms

  2024cites this paper
• Optimal Wireless Meter Deployment Using Evolutionary Algorithms

  2024influential citation
• Search-based Crash Reproduction for Android Apps

  2024cites this paper
• A Hybrid Estimation of Distribution Algorithm with Monarch Butterfly Optimization

  2024cites this paper
• Exploring Representations for Optimizing Connected Autonomous Vehicle Routes in Multi-Modal Transport Networks Using Evolutionary Algorithms

  2024cites this paper
• Hybrid Flow Shop Scheduling With Learning Effects and Release Dates to Minimize the Makespan

  2024cites this paper
• Emergence of Strategies for Univariate Estimation-of-Distribution Algorithms with Evolved Neural Networks

  2024influential citation
• Trade Data Harmonization: A Multi-Objective Optimization Approach for Subcategory Alignment and Volume Optimization

  2024influential citation
• Probabilistic Model Building Evolutionary Algorithm Using the Same Type and Size of Model for Any Binary Optimization Problems

  2024cites this paper
• Capacitated Vehicle Routing Problem with 2-dimensional Loading Constraints Study based on Improved Estimation of Distribution Algorithm

  2024cites this paper
• Recent Advances in Grey Wolf Optimizer, its Versions and Applications: Review

  2024cites this paper
• Estimation of Distribution Algorithms in Machine Learning: A Survey

  2024cites this paper
• A Multiobjective Evolutionary Algorithm for Network Planning in In-Building Distributed Antenna Systems

  2024cites this paper
• Runtime Analysis of a Multi-Valued Compact Genetic Algorithm on Generalized OneMax

  2024cites this paper
• A Nonlinear Adaptive Weight-Based Mutated Whale Optimization Algorithm and Its Application for Solving Engineering Problems

  2024cites this paper
• Population-Based Incremental Learning for Effective IoT Service Composition with Replication

  2024cites this paper
• Natural Gradient Interpretation of Rank-One Update in CMA-ES

  2024cites this paper
• The Competing Genes Evolutionary Algorithm: Avoiding Genetic Drift Through Competition, Local Search, and Majority Voting

  2023influential citation
• A Knowledge-Based Estimation of Distribution Algorithm for Product Assembly Line Balancing

  2023cites this paper
• Evolutionary Retrosynthetic Route Planning [Research Frontier]

  2023cites this paper
• Quantum computer based feature selection in machine learning

  2023cites this paper
• Knowledge-based multi-objective estimation of distribution algorithm for solving reliability constrained cloud workflow scheduling

  2023cites this paper
• A Pairwise Surrogate Model using GNN for Evolutionary Optimization

  2023cites this paper
• A Multi-In and Multi-Out Dendritic Neuron Model and its Optimization

  2023cites this paper
• Operations Research and Decisions

  2023cites this paper
• Optimal Production Scheduling by Integer Form of Population-Based Incremental Learning with Initial Probability Matrix Setting Methods and a Practical Production Simulator

  2023cites this paper
• Metaheuristic-based time series clustering for anomaly detection in manufacturing industry

  2023cites this paper
• Transposition Point Optimization for Voltage Unbalance Mitigation in Electric Power Distribution Systems by Integer Form of Population-Based Incremental Learning

  2023cites this paper
• Metaheuristics in the Balance: A Survey on Memory-Saving Approaches for Platforms with Seriously Limited Resources

  2023cites this paper
• Towards explainable metaheuristics: Feature extraction from trajectory mining

  2023cites this paper
• Comparing Solution Combination Techniques in Scatter Search for Quadratic Unconstrained Binary Optimization

  2023cites this paper
• Estimation-of-Distribution Algorithms for Multi-Valued Decision Variables

  2023cites this paper
• Marine Predators Algorithm: A Review

  2023cites this paper
• Nexus Tax Laws and Economies of Density in E‐Commerce: A Study of Amazon's Fulfillment Center Network

  2023cites this paper
• (1+1)-CMA-ES with Margin for Discrete and Mixed-Integer Problems

  2023cites this paper
• An Inclusive Survey on Marine Predators Algorithm: Variants and Applications

  2023cites this paper
• Comparative Analysis of Metaheuristics Techniques for Trade Data Harmonization

  2023cites this paper
• Cooperative coevolutionary differential evolution with linkage measurement minimization for large-scale optimization problems in noisy environments

  2023cites this paper
• Linkage Problem in Location Optimization of Dedicated Bus Lanes on a Network

  2023cites this paper
• Language Model Crossover: Variation through Few-Shot Prompting

  2023influential citation
• Crowd Management Through Optimal Layout of Fences: An Ant Colony Approach Based on Crowd Simulation

  2023cites this paper
• Percentile-Based Adaptive Immune Plasma Algorithm and Its Application to Engineering Optimization

  2023cites this paper
• Surrogate-Assisted Hybrid Metaheuristic for Mixed-Variable 3-D Deployment Optimization of Directional Sensor Networks

  2023cites this paper
• On the behavior of parallel island models

  2023influential citation
• Proposed and application of the Dragonfly algorithm for the camera placement problem

  2022cites this paper
• Evolutionary mating algorithm

  2022cites this paper
• Multi‑strategy Equilibrium Optimizer: An improved meta-heuristic tested on numerical optimization and engineering problems

  2022cites this paper
• Recent advances of bat-inspired algorithm, its versions and applications

  2022cites this paper
• COVIDOA: a novel evolutionary optimization algorithm based on coronavirus disease replication lifecycle

  2022cites this paper
• Energy-Sensitive Trajectory Design and Restoration Areas Allocation for UAV-Enabled Grassland Restoration

  2022cites this paper
• The Calculation of Extreme Condition of Telescopic Boom of Drilling Jumbo Based on New Biogeography-Based Optimization Algorithm

  2022cites this paper
• A review of clique-based overlapping community detection algorithms

  2022cites this paper
• Comparing the Digital Annealer with Classical Evolutionary Algorithm

  2022cites this paper
• From Understanding Genetic Drift to a Smart-Restart Mechanism for Estimation-of-Distribution Algorithms

  2022cites this paper
• A Review of Population-Based Metaheuristics for Large-Scale Black-Box Global Optimization—Part I

  2022cites this paper
• General Univariate Estimation-of-Distribution Algorithms

  2022influential citation
• Reduction of genetic drift in population-based incremental learning via entropy regularization

  2022influential citation
• On the performance of the Bayesian optimization algorithm with combined scenarios of search algorithms and scoring metrics

  2022cites this paper
• Near-Optimal Trajectory Design and Restoration Areas Allocation for UAV-Enabled Grassland Restoration

  2022cites this paper
• Precision Analysis for an Optimal Parallel IIR Filter’s Implementation

  2022cites this paper
• A review on methods for predicting miRNA–mRNA regulatory modules

  2022cites this paper
• Novel Metric based on Walsh Coefficients for measuring problem difficulty in Estimation of Distribution Algorithms

  2022cites this paper
• Drought prediction in the Yunnan–Guizhou Plateau of China by coupling the estimation of distribution algorithm and the extreme learning machine

  2022influential citation
• A hybrid estimation of distribution algorithm for joint stratification and sample allocation

  2022cites this paper
• Integrating Heterogeneous Ontologies in Asian Languages Through Compact Genetic Algorithm with Annealing Re-sample Inheritance Mechanism

  2022cites this paper
• Improved Harris Hawks Optimization algorithm based on quantum correction and Nelder-Mead simplex method.

  2022cites this paper
• A Review of the Genetic Algorithm and JAYA Algorithm Applications

  2022cites this paper
• Marginal Probability-Based Integer Handling for CMA-ES Tackling Single- and Multi-Objective Mixed-Integer Black-Box Optimization

  2022cites this paper
• SRTuner: Effective Compiler Optimization Customization by Exposing Synergistic Relations

  2022cites this paper
• CMA-ES with margin: lower-bounding marginal probability for mixed-integer black-box optimization

  2022cites this paper
• Penalty Weights in QUBO Formulations: Permutation Problems

  2022cites this paper
• Evolutionary biogeography-based whale optimization methods with communication structure: Towards measuring the balance

  2021cites this paper
• Neural Architecture Search by Estimation of Network Structure Distributions

  2021cites this paper
• Training Quantized Deep Neural Networks via Cooperative Coevolution

  2021cites this paper
• Evolution of Controllers under a Generalized Structure Encoding/Decoding Scheme with Application to Magnetic Levitation System

  2021cites this paper
• Virtual Network Embedding based on Univariate Distribution Estimation

  2021cites this paper
• A Modification of the PBIL Algorithm Inspired by the CMA-ES Algorithm in Discrete Knapsack Problem

  2021influential citation
• A multi-objective evolutionary algorithm based on length reduction for large-scale instance selection

  2021cites this paper
• Evolutionary and Estimation of Distribution Algorithms for Unconstrained, Constrained, and Multiobjective Noisy Combinatorial Optimisation Problems

  2021cites this paper