Shengxiang Yang | Academic Influence

Shengxiang Yang's AcademicInfluence.com Rankings

Shengxiang Yang

Computer Science

#4884

World Rank

#5155

Historical Rank

Machine Learning

#1101

World Rank

#1118

Historical Rank

Artificial Intelligence

#1330

World Rank

#1355

Historical Rank

Database

#2057

World Rank

#2161

Historical Rank

computer-science Degrees

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Computer Science

Shengxiang Yang's Degrees

PhD Computer Science Stanford University
Masters Computer Science University of California, Berkeley
Bachelors Computer Science University of California, Berkeley

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Shengxiang Yang's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

A Grid-Based Evolutionary Algorithm for Many-Objective Optimization (2013) (644)
Evolutionary dynamic optimization: A survey of the state of the art (2012) (554)
Shift-Based Density Estimation for Pareto-Based Algorithms in Many-Objective Optimization (2014) (451)
A survey of swarm intelligence for dynamic optimization: Algorithms and applications (2017) (409)
A Self-Learning Particle Swarm Optimizer for Global Optimization Problems (2012) (351)
A Clustering Particle Swarm Optimizer for Locating and Tracking Multiple Optima in Dynamic Environments (2010) (326)
Population-Based Incremental Learning With Associative Memory for Dynamic Environments (2008) (275)
Experimental study on population-based incremental learning algorithms for dynamic optimization problems (2005) (275)
Evolutionary Computation in Dynamic and Uncertain Environments (2007) (241)
A benchmark test suite for evolutionary many-objective optimization (2017) (231)
A Strength Pareto Evolutionary Algorithm Based on Reference Direction for Multiobjective and Many-Objective Optimization (2017) (228)
Genetic Algorithms with Memory- and Elitism-Based Immigrants in Dynamic Environments (2008) (227)
Pareto or Non-Pareto: Bi-Criterion Evolution in Multiobjective Optimization (2016) (214)
Genetic Algorithms With Immigrants and Memory Schemes for Dynamic Shortest Path Routing Problems in Mobile Ad Hoc Networks (2010) (211)
An Improved Multiobjective Optimization Evolutionary Algorithm Based on Decomposition for Complex Pareto Fronts (2016) (197)
Benchmark Generator for CEC'2009 Competition on Dynamic Optimization (2008) (182)
Bi-goal evolution for many-objective optimization problems (2015) (172)
A Steady-State and Generational Evolutionary Algorithm for Dynamic Multiobjective Optimization (2017) (169)
Memory-based immigrants for genetic algorithms in dynamic environments (2005) (167)
Non-stationary problem optimization using the primal-dual genetic algorithm (2003) (161)
Ant Colony Optimization With Local Search for Dynamic Traveling Salesman Problems (2017) (160)
Particle Swarm Optimization With Composite Particles in Dynamic Environments (2010) (156)
A memetic algorithm with adaptive hill climbing strategy for dynamic optimization problems (2009) (152)
A General Framework of Multipopulation Methods With Clustering in Undetectable Dynamic Environments (2012) (149)
A Survey on Problem Models and Solution Approaches to Rescheduling in Railway Networks (2015) (148)
Ant colony optimization with immigrants schemes for the dynamic travelling salesman problem with traffic factors (2013) (146)
Evolutionary Dynamic Multiobjective Optimization: Benchmarks and Algorithm Comparisons (2017) (146)
A self-organizing random immigrants genetic algorithm for dynamic optimization problems (2007) (141)
Diversity Comparison of Pareto Front Approximations in Many-Objective Optimization (2014) (137)
Fast Multi-Swarm Optimization for Dynamic Optimization Problems (2008) (120)
A clustering particle swarm optimizer for dynamic optimization (2009) (119)
An Adaptive Localized Decision Variable Analysis Approach to Large-Scale Multiobjective and Many-Objective Optimization (2021) (118)
Genetic Algorithms With Guided and Local Search Strategies for University Course Timetabling (2011) (113)
A memetic particle swarm optimization algorithm for multimodal optimization problems (2011) (104)
A hybrid immigrants scheme for genetic algorithms in dynamic environments (2007) (102)
Genetic Algorithms with Elitism-Based Immigrants for Changing Optimization Problems (2007) (102)
The effect of diversity maintenance on prediction in dynamic multi-objective optimization (2017) (100)
A memetic ant colony optimization algorithm for the dynamic travelling salesman problem (2011) (98)
Ant algorithms with immigrants schemes for the dynamic vehicle routing problem (2015) (92)
A Generalized Approach to Construct Benchmark Problems for Dynamic Optimization (2008) (89)
Dynamic genetic algorithms for the dynamic load balanced clustering problem in mobile ad hoc networks (2013) (88)
Associative Memory Scheme for Genetic Algorithms in Dynamic Environments (2006) (87)
A prediction strategy based on center points and knee points for evolutionary dynamic multi-objective optimization (2017) (84)
Global and Local Surrogate-Assisted Differential Evolution for Expensive Constrained Optimization Problems With Inequality Constraints (2019) (83)
Genetic algorithms with immigrants schemes for dynamic multicast problems in mobile ad hoc networks (2010) (83)
A Comparative Study on Evolutionary Algorithms for Many-Objective Optimization (2013) (78)
A Similarity-Based Cooperative Co-Evolutionary Algorithm for Dynamic Interval Multiobjective Optimization Problems (2020) (76)
Training neural networks with ant colony optimization algorithms for pattern classification (2015) (75)
A new adaptive neural network and heuristics hybrid approach for job-shop scheduling (2001) (72)
Multi-population methods in unconstrained continuous dynamic environments: The challenges (2015) (71)
Differential Evolution With a New Encoding Mechanism for Optimizing Wind Farm Layout (2018) (70)
Triggered Memory-Based Swarm Optimization in Dynamic Environments (2009) (69)
Constraint satisfaction adaptive neural network and heuristics combined approaches for generalized job-shop scheduling (2000) (66)
Explicit Memory Schemes for Evolutionary Algorithms in Dynamic Environments (2007) (64)
Ant Colony Stream Clustering: A Fast Density Clustering Algorithm for Dynamic Data Streams (2019) (63)
A hybrid genetic algorithm and tabu search approach for post enrolment course timetabling (2011) (63)
Joint QoS multicast routing and channel assignment in multiradio multichannel wireless mesh networks using intelligent computational methods (2011) (61)
Scalarizing Functions in Decomposition-Based Multiobjective Evolutionary Algorithms (2018) (60)
Improving the multiobjective evolutionary algorithm based on decomposition with new penalty schemes (2017) (60)
Evolutionary Computation for Dynamic Optimization Problems (2015) (59)
A predictive strategy based on special points for evolutionary dynamic multi-objective optimization (2019) (59)
An Adaptive Multipopulation Framework for Locating and Tracking Multiple Optima (2016) (57)
An Adaptive Multi-Swarm Optimizer for Dynamic Optimization Problems (2014) (57)
Population-based incremental learning with memory scheme for changing environments (2005) (56)
Metaheuristics for dynamic combinatorial optimization problems. (2013) (56)
Learning to Optimize: Reference Vector Reinforcement Learning Adaption to Constrained Many-Objective Optimization of Industrial Copper Burdening System (2021) (56)
A Weighted Biobjective Transformation Technique for Locating Multiple Optimal Solutions of Nonlinear Equation Systems (2017) (55)
Ant Colony Optimization for Simulated Dynamic Multi-Objective Railway Junction Rescheduling (2017) (52)
A Memetic Algorithm for the University Course Timetabling Problem (2008) (52)
An improved particle swarm optimization algorithm for dynamic job shop scheduling problems with random job arrivals (2019) (52)
Ant Colony Optimization with Immigrants Schemes in Dynamic Environments (2010) (51)
Benchmark Functions for the CEC'2017 Competition on Many-Objective Optimization (2017) (51)
A Two-Phase Differential Evolution for Uniform Designs in Constrained Experimental Domains (2017) (50)
Novel Prediction Strategies for Dynamic Multiobjective Optimization (2020) (50)
Multi-population Genetic Algorithms with Immigrants Scheme for Dynamic Shortest Path Routing Problems in Mobile Ad Hoc Networks (2010) (49)
Evolutionary computation for dynamic optimization problems (2013) (49)
Constructing dynamic test environments for genetic algorithms based on problem difficulty (2004) (49)
Hybrid of memory and prediction strategies for dynamic multiobjective optimization (2019) (49)
An adaptive mutation operator for particle swarm optimization (2008) (47)
A guided search genetic algorithm for the university course timetabling problem. (2009) (46)
Multiline Distance Minimization: A Visualized Many-Objective Test Problem Suite (2018) (46)
Learning behavior in abstract memory schemes for dynamic optimization problems (2009) (45)
A comparative study of constraint-handling techniques in evolutionary constrained multiobjective optimization (2016) (42)
A knee-point-based evolutionary algorithm using weighted subpopulation for many-objective optimization (2019) (42)
Fourth party logistics routing problem with fuzzy duration time (2013) (42)
Memory Based on Abstraction for Dynamic Fitness Functions (2008) (42)
A comparative study of immune system based genetic algorithms in dynamic environments (2006) (40)
An adaptive learning particle swarm optimizer for function optimization (2009) (40)
A Performance Comparison Indicator for Pareto Front Approximations in Many-Objective Optimization (2015) (39)
A hybrid evolutionary multiobjective optimization strategy for the dynamic power supply problem in magnesia grain manufacturing (2013) (39)
Evolutionary Algorithms With Segment-Based Search for Multiobjective Optimization Problems (2014) (38)
A particle swarm optimization based memetic algorithm for dynamic optimization problems (2010) (37)
A Novel Evolutionary Algorithm for Dynamic Constrained Multiobjective Optimization Problems (2020) (36)
Compound Particle Swarm Optimization in Dynamic Environments (2008) (35)
Memory-Based Immigrants for Ant Colony Optimization in Changing Environments (2011) (35)
Memory-enhanced univariate marginal distribution algorithms for dynamic optimization problems (2005) (35)
A close neighbor mobility method using particle swarm optimizer for solving multimodal optimization problems (2020) (35)
On the Design of Diploid Genetic Algorithms for Problem Optimization in Dynamic Environments (2006) (35)
Adaptive crossover in genetic algorithms using statistics mechanism (2002) (34)
An Adaptive Framework to Tune the Coordinate Systems in Nature-Inspired Optimization Algorithms (2019) (34)
Fourth party logistics routing problem model with fuzzy duration time and cost discount (2013) (34)
A memetic particle swarm optimisation algorithm for dynamic multi-modal optimisation problems (2012) (33)
Adapting the Pheromone Evaporation Rate in Dynamic Routing Problems (2013) (33)
Differential evolution with a two-stage optimization mechanism for numerical optimization (2016) (33)
Environment identification-based memory scheme for estimation of distribution algorithms in dynamic environments (2011) (33)
Hyper-learning for population-based incremental learning in dynamic environments (2009) (32)
Stability-aware multi-metric clustering in mobile ad hoc networks with group mobility (2009) (32)
A test problem for visual investigation of high-dimensional multi-objective search (2014) (32)
A Scalable Test Suite for Continuous Dynamic Multiobjective Optimization (2019) (32)
Benchmark Problems for CEC2018 Competition on Dynamic Multiobjective Optimisation (2018) (30)
Biology migration algorithm: a new nature-inspired heuristic methodology for global optimization (2018) (30)
A Benchmark Generator for Dynamic Permutation-Encoded Problems (2012) (30)
Joint Multicast Routing and Channel Assignment in Multiradio Multichannel Wireless Mesh Networks Using Simulated Annealing (2008) (29)
Adaptive Primal–Dual Genetic Algorithms in Dynamic Environments (2009) (29)
Continuous dynamic problem generators for evolutionary algorithms (2007) (29)
A Comparative Study of Adaptive Mutation Operators for Genetic Algorithms (2009) (28)
Hybrid meta-heuristic algorithms for independent job scheduling in grid computing (2018) (28)
A dynamic multiobjective evolutionary algorithm based on a dynamic evolutionary environment model (2019) (28)
Multi-colony ant algorithms for the dynamic travelling salesman problem (2014) (28)
Handling Constrained Many-Objective Optimization Problems via Problem Transformation (2020) (28)
A decomposition-based multiobjective evolutionary algorithm with angle-based adaptive penalty (2019) (27)
Benchmark generator for the IEEE WCCI-2012 competition on evolutionary computation for dynamic optimization problems. Technical Report 2011. (2011) (27)
Hyper-selection in dynamic environments (2008) (26)
Dual population-based incremental learning for problem optimization in dynamic environments (2003) (26)
An adaptive hybrid evolutionary immune multi-objective algorithm based on uniform distribution selection (2020) (26)
A pareto-based evolutionary algorithm using decomposition and truncation for dynamic multi-objective optimization (2019) (26)
Ant colony optimization with memory-based immigrants for the dynamic vehicle routing problem (2012) (26)
Ant colony optimization with immigrants schemes for the dynamic railway junction rescheduling problem with multiple delays (2016) (25)
Genetic algorithms with elitism-based immigrants for dynamic load balanced clustering problem in mobile ad hoc networks (2011) (25)
A multipopulation parallel genetic simulated annealing-based QoS routing and wavelength assignment integration algorithm for multicast in optical networks (2009) (25)
Particle Filter with Swarm Move for Optimization (2008) (24)
A Directed Mutation Operator for Real Coded Genetic Algorithms (2010) (24)
An improved constraint satisfaction adaptive neural network for job-shop scheduling (2010) (23)
Force-imitated particle swarm optimization using the near-neighbor effect for locating multiple optima (2012) (23)
ETEA: A Euclidean Minimum Spanning Tree-Based Evolutionary Algorithm for Multi-Objective Optimization (2014) (22)
Evolutionary Computation in Dynamic and Uncertain Environments (Studies in Computational Intelligence) (2007) (22)
Genetic algorithms with elitism-based immigrants for dynamic shortest path problem in mobile ad hoc networks (2009) (21)
A prediction strategy based on decision variable analysis for dynamic Multi-objective Optimization (2021) (21)
A many-objective evolutionary algorithm based on rotated grid (2018) (21)
An Ant Colony Optimization Based Memetic Algorithm for the Dynamic Travelling Salesman Problem (2015) (21)
A dual-population algorithm based on alternative evolution and degeneration for solving constrained multi-objective optimization problems (2021) (20)
Analysis of fitness landscape modifications in evolutionary dynamic optimization (2014) (20)
A framework of scalable dynamic test problems for dynamic multi-objective optimization (2014) (20)
A dynamic multi-objective evolutionary algorithm based on intensity of environmental change (2020) (20)
Ant Colony Optimization Algorithms for Dynamic Optimization: A Case Study of the Dynamic Travelling Salesperson Problem [Research Frontier] (2020) (19)
Genetic Algorithms with Self-Organizing Behaviour in Dynamic Environments (2007) (18)
A Pareto-based many-objective evolutionary algorithm using space partitioning selection and angle-based truncation (2019) (18)
Evolving neural networks using ant colony optimization with pheromone trail limits (2013) (18)
Hyper-mutation Based Genetic Algorithms for Dynamic Multicast Routing Problem in Mobile Ad Hoc Networks (2012) (18)
Ant colony optimization with self-adaptive evaporation rate in dynamic environments (2014) (18)
Adaptive mutation with fitness and allele distribution correlation for genetic algorithms (2006) (18)
An Island Based Hybrid Evolutionary Algorithm for Optimization (2008) (17)
Adaptive Non-uniform Crossover Based On Statistics For Genetic Algorithms (2002) (17)
An Analysis of the XOR Dynamic Problem Generator Based on the Dynamical System (2010) (17)
Evolutionary Dynamic Optimization: Methodologies (2013) (16)
Joint Multicast Routing and Channel Assignment in Multiradio Multichannel Wireless Mesh Networks Using Tabu Search (2009) (16)
Dynamic Feature Selection for Clustering High Dimensional Data Streams (2019) (16)
Evolutionary algorithms for dynamic optimization problems: workshop preface (2005) (16)
Energy Consumption Forecasting for the Nonferrous Metallurgy Industry Using Hybrid Support Vector Regression with an Adaptive State Transition Algorithm (2019) (16)
PDGA: the Primal-Dual Genetic Algorithm (2003) (16)
Use of the q-Gaussian mutation in evolutionary algorithms (2011) (15)
Multifurnace Optimization in Electric Smelting Plants by Load Scheduling and Control (2014) (15)
IMMIGRANTS-ENHANCED MULTI-POPULATION GENETIC ALGORITHMS FOR DYNAMIC SHORTEST PATH ROUTING PROBLEMS IN MOBILE AD HOC NETWORKS (2012) (14)
Ant Colony Optimization with Immigrants Schemes for the Dynamic Vehicle Routing Problem (2012) (14)
Towards Knowledge Driven Decision Support for Personalized Home-Based Self-Management of Chronic Diseases (2015) (14)
A Multiobjective Evolutionary Algorithm Based on Coordinate Transformation (2019) (14)
A genetic-inspired joint multicast routing and channel assignment algorithm in wireless mesh networks (2008) (14)
Dynamic Vehicle Routing: A Memetic Ant Colony Optimization Approach (2013) (14)
Evolutionary dynamic constrained optimization: Test suite construction and algorithm comparisons (2019) (14)
Multi-population methods with adaptive mutation for multi-modal optimization problems (2013) (14)
Convergence Versus Diversity in Multiobjective Optimization (2016) (14)
Evolutionary Dynamic Optimization: Test and Evaluation Environments (2013) (13)
A genetic algorithm for independent job scheduling in grid computing (2017) (13)
Benchmark Functions for the CEC'2018 Competition on Dynamic Multiobjective Optimization (2018) (13)
An adaptive local search algorithm for real-valued dynamic optimization (2015) (13)
A dynamic multi-objective particle swarm optimization algorithm based on adversarial decomposition and neighborhood evolution (2021) (13)
A Comparative Study on Particle Swarm Optimization in Dynamic Environments (2013) (13)
A Dynamic Multiobjective Evolutionary Algorithm Based on Decision Variable Classification (2020) (13)
Adaptive neighborhood selection for many-objective optimization problems (2018) (12)
A novel discrete bat algorithm for heterogeneous redundancy allocation of multi-state systems subject to probabilistic common-cause failure (2021) (12)
An adaptation reference-point-based multiobjective evolutionary algorithm (2019) (12)
An Immigrants Scheme Based on Environmental Information for Ant Colony Optimization for the Dynamic Travelling Salesman Problem (2011) (12)
A Guided Search Non-dominated Sorting Genetic Algorithm for the Multi-Objective University Course Timetabling Problem (2011) (11)
Finding and Tracking Multi-Density Clusters in Online Dynamic Data Streams (2019) (11)
A benchmark generator for dynamic multi-objective optimization problems (2014) (11)
IPESA-II: Improved Pareto Envelope-Based Selection Algorithm II (2013) (11)
Adaptive Mutation Using Statistics Mechanism for Genetic Algorithms (2003) (11)
Ant Colony Optimization Algorithms with Immigrants Schemes for the Dynamic Travelling Salesman Problem (2013) (11)
An Immune System Based Genetic Algorithm Using Permutation-Based Dualism for Dynamic Traveling Salesman Problems (2009) (11)
A Fuzzy Decision Variables Framework for Large-scale Multiobjective Optimization (2021) (11)
On the use of hypervolume for diversity measurement of Pareto front approximations (2016) (11)
A hybrid evolutionary multiobjective approach for the dynamic component selection problem (2011) (10)
A Hybrid Approach to Piecewise Modelling of Biochemical Systems (2012) (10)
A decision variable classification-based cooperative coevolutionary algorithm for dynamic multiobjective optimization (2021) (10)
Ant colony optimization algorithms for dynamic optimization: A case study of the dynamic travelling salesperson problem (2019) (10)
AREA: Adaptive Reference-set Based Evolutionary Algorithm for Multiobjective Optimisation (2019) (10)
Genetic algorithms with self-organized criticality for dynamic optimization problems (2005) (10)
Dynamic multi-objective optimization algorithm based decomposition and preference (2021) (9)
Adaptive group mutation for tackling deception in genetic search (2004) (9)
Ra-dominance: A new dominance relationship for preference-based evolutionary multiobjective optimization (2020) (9)
A green intelligent routing algorithm supporting flexible QoS for many-to-many multicast (2017) (9)
Genetic algorithms with adaptive immigrants for dynamic environments (2013) (9)
Accelerating differential evolution based on a subset-to-subset survivor selection operator (2019) (9)
Dynamic Transfer Reference Point-Oriented MOEA/D Involving Local Objective-Space Knowledge (2022) (9)
Ant Colony Optimization with Local Search for Dynamic Travelling Salesman Problems (2016) (9)
Dominance learning in diploid genetic algorithms for dynamic optimization problems (2006) (9)
A two-archive algorithm with decomposition and fitness allocation for multi-modal multi-objective optimization (2021) (9)
Less detectable environmental changes in dynamic multiobjective optimisation (2018) (9)
Population-Based Incremental Learning with Immigrants Schemes in Changing Environments (2015) (8)
A Performance Indicator for Reference-Point-Based Multiobjective Evolutionary Optimization (2018) (8)
A many-objective evolutionary algorithm based on rotation and decomposition (2021) (8)
Evolutionary Dynamic Multi-objective Optimisation: A Survey (2022) (8)
A many-objective evolutionary algorithm based on rotation and decomposition (2021) (8)
Editorial to special issue on evolutionary computation in dynamic and uncertain environments (2006) (8)
Learning the dominance in diploid genetic algorithms for changing optimization problems (2007) (8)
Interactive and non-interactive hybrid immigrants schemes for ant algorithms in dynamic environments (2014) (8)
Agent Based Evolutionary Dynamic Optimization (2010) (7)
A random benchmark suite and a new reaction strategy in dynamic multiobjective optimization (2021) (7)
QoS multicast tree construction in IP/DWDM optical internet by bio-inspired algorithms (2010) (7)
Adaptive learning particle swarm optimizer-II for global optimization (2010) (7)
Evolutionary programming with q-Gaussian mutation for dynamic optimization problems (2008) (7)
Finding Multi-Density Clusters in non-stationary data streams using an Ant Colony with adaptive parameters (2017) (7)
Statistics-Based Adaptive Non-uniform Mutation for Genetic Algorithms (2003) (7)
Dynamic railway junction rescheduling using population based ant colony optimisation (2014) (7)
Dynamic Stream Clustering Using Ants (2016) (7)
Solving dynamic multi-objective problems with an evolutionary multi-directional search approach (2020) (7)
Ant colony optimization with direct communication for the traveling salesman problem (2010) (6)
A hybrid genetic algorithm and inver over approach for the travelling salesman problem (2010) (6)
A many-objective algorithm based on staged coordination selection (2021) (6)
Benchmark Generator for the IEEE WCCI-2014 Competition on Evolutionary Computation for Dynamic Optimization Problems: Dynamic Travelling Salesman Problem Benchmark Generator (2013) (6)
Job-Shop Scheduling with an Adaptive Neural Network and Local Search Hybrid Approach (2006) (6)
Benchmark Functions for CEC ’ 2017 Competition on Evolutionary Many-Objective Optimization (2017) (6)
Constrained Operational Optimization of a Distillation Unit in Refineries With Varying Feedstock Properties (2020) (6)
Dynamic Optimization Using Analytic and Evolutionary Approaches: A Comparative Review (2013) (6)
Adaptive Non-Uniform Mutation Based on Statistics for Genetic Algorithms (2002) (6)
Maintaining diversity by clustering in dynamic environments (2012) (6)
Evolutionary algorithms in dynamic environments (2007) (6)
Genetic Algorithms for Dynamic Routing Problems in Mobile Ad Hoc Networks (2013) (6)
Direct Memory Schemes for Population-Based Incremental Learning in Cyclically Changing Environments (2016) (6)
A modular neural network-based population prediction strategy for evolutionary dynamic multi-objective optimization (2021) (6)
Combining a hybrid prediction strategy and a mutation strategy for dynamic multiobjective optimization (2022) (6)
An Improved Adaptive Neural Network for Job-Shop Scheduling (2005) (6)
Self-adaptation of mutation distribution in evolutionary algorithms (2007) (6)
A many-objective algorithm based on staged coordination selection (2021) (6)
Cooperative co-evolutionary algorithm for multi-objective optimization problems with changing decision variables (2022) (6)
Evolution Strategies with q-Gaussian Mutation for Dynamic Optimization Problems (2010) (6)
The Supplement of the Paper “ Multi-Line Distance Minimization : A Visualized Many-Objective Test Problem Suite ” (2017) (6)
Meta-Heuristically Seeded Genetic Algorithm for Independent Job Scheduling in Grid Computing (2017) (5)
Analyzing Evolutionary Algorithms for Dynamic Optimization Problems Based on the Dynamical Systems Approach (2013) (5)
Benchmark Generator for the IEEE WCCI-2014 Competition on Evolutionary Computation for Dynamic Optimization Problems: Dynamic Rotation Peak Benchmark Generator (DRPBG) and Dynamic Composition Benchmark Generator (DCBG) (2013) (5)
A feedback-based prediction strategy for dynamic multi-objective evolutionary optimization (2021) (5)
Constraint satisfaction adaptive neural network and efficient heuristics for job-shop scheduling (1999) (5)
Dynamics in the Multi-objective Subset Sum: Analysing the Behavior of Population Based Algorithms (2013) (5)
An infeasible solutions diversity maintenance epsilon constraint handling method for evolutionary constrained multiobjective optimization (2021) (5)
A neural network and heuristics hybrid strategy for job-shop scheduling problem (1999) (5)
Multiobjective optimization of the production process for ground granulated blast furnace slags (2018) (5)
A multiobjective state transition algorithm based on modified decomposition method (2021) (5)
A self-exploratory competitive swarm optimization algorithm for large-scale multiobjective optimization (2022) (5)
An Empirical Study of Dynamic Triobjective Optimisation Problems (2018) (4)
Empirical study on the effect of population size on MAX-MIN ant system in dynamic environments (2016) (4)
An Evolutionary Dynamic Multi-objective Optimization Algorithm Based on Center-point Prediction and Sub-population Autonomous Guidance (2018) (4)
A framework for inducing artificial changes in optimization problems (2019) (4)
Handling Dynamic Multiobjective Optimization Environments via Layered Prediction and Subspace-Based Diversity Maintenance (2021) (4)
Applying Ant Colony Optimization to Dynamic Binary-Encoded Problems (2015) (4)
Pheromone modification strategy for the dynamic travelling salesman problem with weight changes (2017) (4)
A benchmark test suite for evolutionary many-objective optimization (2017) (4)
A many-objective evolutionary algorithm based on dominance and decomposition with reference point adaptation (2021) (4)
Niche-based and angle-based selection strategies for many-objective evolutionary optimization (2021) (4)
Achievement scalarizing function sorting for strength Pareto evolutionary algorithm in many-objective optimization (2020) (4)
Particle swarm optimization in dynamic environments. (2013) (4)
Genetic algorithms based on primal-dual chromosomes for royal road functions (2002) (4)
A level-based multi-strategy learning swarm optimizer for large-Scale multi-objective optimization (2022) (4)
Particle Swarm Optimisation for Scheduling Electric Vehicles with Microgrids (2020) (4)
An ant system with direct communication for the capacitated vehicle routing problem. (2011) (3)
Considering flexibility in the evolutionary dynamic optimisation of airport security lane schedules (2016) (3)
PopDMMO: A general framework of population-based stochastic search algorithms for dynamic multimodal optimization (2021) (3)
A multiobjective particle swarm optimization algorithm for load scheduling in electric smelting furnaces (2013) (3)
Analysis and multi-objective optimization of slag powder process (2020) (3)
An adaptive penalty-based boundary intersection approach for multiobjective evolutionary algorithm based on decomposition (2016) (3)
Elitism-based immigrants for ant colony optimization in dynamic environments: Adapting the replacement rate (2014) (3)
A multiobjective evolutionary algorithm based on decision variable classification for many-objective optimization (2022) (3)
A sequence based genetic algorithm with local search for the travelling salesman problem (2009) (3)
IEEE CEC 2022 Competition on Dynamic Optimization Problems Generated by Generalized Moving Peaks Benchmark (2021) (3)
A proportion-based selection scheme for multi-objective optimization (2017) (3)
A comparative study of adaptive mutation operators for metaheuristics (2009) (3)
Evolutionary dynamic optimisation of airport security lane schedules (2017) (3)
Evolutionary Approach to Multiparty Multiobjective Optimization Problems with Common Pareto Optimal Solutions (2020) (3)
Learning in Abstract Memory Schemes for Dynamic Optimization (2008) (3)
Experimental evaluation of algorithmic solutions for the maximum generalised network flow problem (2001) (3)
A constrained multi-objective evolutionary strategy based on population state detection (2021) (3)
Benchmark Functions for CEC 2022 Competition on Seeking Multiple Optima in Dynamic Environments (2022) (2)
Ant colony optimization for scheduling walking beam reheating furnaces (2014) (2)
An evolutionary algorithm based on independently evolving sub-problems for multimodal multi-objective optimization (2022) (2)
Approximating Multiobjective Optimization Problems with Complex Pareto Fronts (2015) (2)
A strength pareto evolutionary algorithm based on adaptive reference points for solving irregular fronts (2023) (2)
Biology migration algorithm: a new nature-inspired heuristic methodology for global optimization (2018) (2)
Artificially Inducing Environmental Changes in Evolutionary Dynamic Optimization (2016) (2)
Solving dynamic multi-objective problems using polynomial fitting-based prediction algorithm (2022) (2)
A Reinforcement-Learning-Based Evolutionary Algorithm Using Solution Space Clustering For Multimodal Optimization Problems (2021) (2)
Railway platform reallocation after dynamic perturbations using ant colony optimisation (2016) (2)
Ant colony optimization for dynamic combinatorial optimization problems (2018) (2)
An Experimental Study of Prediction Methods in Robust optimization Over Time (2020) (2)
A Review of Personal Communications Services (2008) (2)
Meta-heuristic Techniques in Microgrid Management: A Survey (2023) (2)
Memory-based multi-population genetic learning for dynamic shortest path problems (2019) (2)
A Fast Strength Pareto Evolutionary Algorithm Incorporating Predefined Preference Information (2015) (1)
An improved multiobjective optimization evolutionary algorithm based on decomposition with hybrid penalty scheme (2020) (1)
A Loosely Coupled Hybrid Meta-Heuristic Algorithm for the Static Independent Task Scheduling Problem in Grid Computing (2018) (1)
Guest Editorial: Special Issue on Computational Intelligence for Cloud Computing (2018) (1)
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments (2014) (1)
A novel two-phase evolutionary algorithm for solving constrained multi-objective optimization problems (2022) (1)
Generalized Moving Peaks Benchmark (2021) (1)
UK Workshop on Computational Intelligence (2015) (1)
An improved memory prediction strategy for dynamic multiobjective optimization (2020) (1)
Genetic Algorithms withSelf-Organized Criticality forDynamic Optimization Problems (2005) (1)
A Two-layer Optimization Management Method for the Microgrid with Electric Vehicles (2019) (1)
Solving dynamic multi-objective problems with a new prediction-based optimization algorithm (2021) (1)
A benchmark generator for online dynamic single-objective and multi-objective optimization problems (2022) (1)
A multi-agent based evolutionary algorithm in non-stationary environments (2008) (1)
Reinforced Evolutionary Algorithms for Game Difficulty Control (2020) (1)
A clique-based online algorithm for constructing optical orthogonal codes (2016) (1)
Improving the JADE algorithm by clustering successful parameters (2016) (1)
A weight vector generation method based on normal distribution for preference-based multi-objective optimization (2023) (1)
Improved genetic algorithm for magnetic material two-stage multi-product production scheduling: A case study (2012) (1)
A Novel Scalable Framework For Constructing Dynamic Multi-objective Optimization Problems (2021) (1)
Primal-dual genetic algorithms for royal road functions (2002) (1)
University of Birmingham Bi-goal evolution for many-objective optimization problems (2015) (0)
Learning to Search Promising Regions by a Monte-Carlo Tree Model (2022) (0)
Self-adaptation of mutation distribution in evolution strategies for dynamic optimization problems (2011) (0)
A Constrained Multiobjective Evolutionary Algorithm based on State Transition Strategy (2021) (0)
An environment-driven hybrid evolutionary algorithm for dynamic multi-objective optimization problems (2022) (0)
An Adaptive Evolutionary Algorithm for Bi- Level Multi-objective VRPs with Real-Time Traffic Conditions (2021) (0)
For Peer Review An Adaptive Multi-Population Framework for Locating and Tracking Multiple Optima (2015) (0)
Solving optimization and scheduling problems with neural network methods (1997) (0)
Genetic algorithms for dynamic multi-objective optimization problems. (2013) (0)
A flexible two-stage constrained multi-objective evolutionary algorithm based on automatic regulation (2023) (0)
Dynamic Multi-objective Optimization for Multi-objective Vehicle Routing Problem with Real-time Traffic Conditions (2021) (0)
Tutorial 7—Adaptive Business Intelligence - Evolutionary Computation for Real World (2007) (0)
Algorithm 1 Framework of SPEA / R 1 : Input : N ( population size ) 2 : Output : approximated Pareto-optimal front (2016) (0)
A predictive strategy based on special points for evolutionary dynamic multi-objective optimization (2018) (0)
Robustness and Evolutionary Dynamic Optimisation of Airport Security Schedules (2017) (0)
A Novel Multi-objective Evolutionary Algorithm Based on Space Partitioning (2019) (0)
A Multi-Population Evolutionary Algorithm Using New Cooperative Mechanism for Solving Multi-Objective Problems with Multi-Constraint (2023) (0)
Statistics-based adaptive non-uniform crossover for genetic algorithms (2002) (0)
Pre-scheduled Colony Size Variation in Dynamic Environments (2017) (0)
An Adaptive Framework to Tune the Coordinate Systems in Evolutionary Algorithms (2017) (0)
2014 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments, CIDUE 2014, Orlando, FL, USA, December 9-12, 2014 (2014) (0)
Ant colony optimization with immigrants schemes for the dynamic railway junction rescheduling problem with multiple delays (2015) (0)
Penalty and prediction methods for dynamic constrained multi-objective optimization (2023) (0)
A dynamic multi-objective evolutionary algorithm using adaptive reference vector and linear prediction (2023) (0)
Achievement scalarizing function sorting for strength Pareto evolutionary algorithm in many-objective optimization (2020) (0)
Genetic algorithm and neural network hybrid approach for job-shop scheduling (1998) (0)
Experimental evaluation of algorithmic solutions for generalized network flow models (2000) (0)
Manifold clustering-based prediction for dynamic multiobjective optimization (2023) (0)
A new moving peaks benchmark with attractors for dynamic evolutionary algorithms (2022) (0)
An Angle-Based Bi-Objective Optimization Algorithm for Redundancy Allocation in Presence of Interval Uncertainty (2023) (0)
Multi-Population Evolution based Dynamic Constrained Multiobjective Optimization under Diverse Changing Environments (2023) (0)
An Adaptive Penalty Scheme for Multiobjective Evolutionary Algorithm Based on Decomposition Shouyong Jiang and (2016) (0)
Genetic algorithm and adaptive neural network hybrid method for job-shop scheduling problems (1998) (0)
University of Birmingham Multi-Line Distance Minimization: A Visualized Many-Objective Test Problem Suite (2018) (0)
The Supplement Document of the Paper “ A Grid-Based Evolutionary Algorithm for Many-Objective Optimization ” (2013) (0)
A dual-population evolutionary algorithm based on adaptive constraint strength for constrained multi-objective optimization (2023) (0)
Accelerating differential evolution based on a subset-to-subset survivor selection operator (2018) (0)
A Dynamic Multi-Objective Evolutionary Algorithm Based on Niche Prediction Strategy (2023) (0)
A dynamic multi-objective optimization based on a hybrid of pivot points prediction and diversity strategies (2023) (0)
A hybrid algorithm based on state-adaptive slime mold model and fractional-order ant system for the travelling salesman problem (2022) (0)
A Multiobjective State Transition Algorithm Based on Decomposition (2021) (0)
A brief analysis of evolutionary algorithms for the dynamic multiobjective subset sum problem. (2011) (0)
Memetic Algorithms for Dynamic Optimization Problems (2013) (0)
Modeling and Evolutionary Optimization for Multi-objective Vehicle Routing Problem with Real-time Traffic Conditions (2020) (0)
An evolutionary algorithm based on dynamic sparse grouping for sparse large scale multiobjective optimization (2023) (0)
Improving the multiobjective evolutionary algorithm based on decomposition with new penalty schemes (2016) (0)
A Multi-stage Algorithm for Solving Multi-objective Optimization Problems with Multi-constraints (2022) (0)
Ant Colony Optimization Algorithms for Dynamic Optimization: A Case Study of the Dynamic Travelling Salesperson Problem – Supplementary Material (2019) (0)
Generating Large-scale Dynamic Optimization Problem Instances Using the Generalized Moving Peaks Benchmark (2021) (0)
Proceedings of the 2011 IEEE symposium on computational intelligence in dynamic and uncertain environments (CIDUE 2011) (2011) (0)

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