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GECCO'11 Proceedings

GECCO'11 Companion

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GECCO'11 Companion Author Index


Qian, Chao

Collisions Are Helpful for Computing Unique Input-Output Sequences (Page 265)


Qin, A. K.

Dynamic Regional Harmony Search with Opposition and Local Learning (Page 53)


Räihä, Outi

Multi-Objective Genetic Synthesis of Software Architecture (Page 249)


Rand, William

Estimating Functional Agent-Based Models: An Application to Bid Shading in Online Markets Format (Page 559)

When Does Simulated Data Match Real Data? (Page 231)


Rasmussen, Steen

Machine Learning for Drug Design, Molecular Machines and Evolvable Artificial Cells (Page 831)


Regnier-Coudert, Olivier

Privacy-Preserving Approach to Bayesian Network Structure Learning from Distributed Data (Page 815)


Reif, David

Optimization of Grammatical Evolution Decision Trees (Page 35)


Rey, Günter Daniel

Extracting Adaptation Strategies for E-Learning Programs with XCS (Page 743)


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Reynolds, Alan

Evaluating Optimization Algorithms: Bounds on the Performance of Optimizers on Unseen Problems (Page 707)


Risco-Martin, Jose Luis

Performance Analysis of Multiobjective Bio-inspired UAV Path Planners (Page 227)


Rivas, María Victoria

(1+2)-Evolution Strategy for Fitting a Straight Shuffle of Min to a Dataset (Page 115)


Rivera, Francisco F.

A Java-based Parallel Genetic Algorithm for the Land Use Planning Problem (Page 213)


Rodríguez Portela, Arles Ernesto

Mechanism of Failure Diagnosis Based on Language Games and Q-learning over a Termites Simulator (Page 3)


Rodriguez Rafael, Glen D.

Empirical Study of Surrogate Models for Black Box Optimizations Obtained Using Symbolic Regression via Genetic Programming (Page 185)


Roli, Andrea

A Detailed Analysis of the Population-Based Ant Colony Optimization Algorithm for the TSP and the QAP (Page 13)


Ross, Peter

A Hyper-Heuristic for Solving One and Two-Dimensional Bin Packing Problems (Page 257)

Evolution of Neural Networks Topologies and Learning Parameters to Produce Hyper-Heuristics for Constraint Satisfaction Problems (Page 261)


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Rothlauf, Franz

Analysis of Properties of Recombination Operators Proposed for the Node-Depth Encoding (Page 137)

Guided Local Search for the Optimal Communication Spanning Tree Problem (Page 51)

Representations for Evolutionary Algorithms (Page 1191)


Rowe, Jonathan E.

Genetic Algorithm Theory (Page 1029)


Roy, Rahul

An Adaptive Binary PSO to Learn Bayesian Classifier for Prognostic Modeling of Metabolic Syndrome (Page 495)


Roy, Rajkumar

Uncertainty based Evolutionary Optimisation (Page 87)


Roy, Subhrajit

A Modified Differential Evolution for Autonomous Deployment and Localization of Sensor Nodes (Page 235)


Ruela, André Siqueira

A Cooperative Coevolutionary Algorithm for the Design of Wireless Sensor Networks (Page 607)


Ryan, Conor

Candidate Oversampling Prefers Two to Tango (Page 65)


Sahraoui, Houari

Software Clustering by Example (Page 245)


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Salehi, Elham

Efficient EDA for Large Opimization Problems via Constraining the Search Space of Models (Page 73)


Salinas-Gutiérrez, Rogelio

Estimation of Distribution Algorithms based on Copula Functions (Page 795)


Salto, Carolina

Using Landscape Measures for the Online Tuning of Heterogeneous Distributed GAs (Page 691)


Sanchez, Ernesto

Evolutionary Failing-Test Generation for Modern Microprocessors (Page 225)


Sanchez, German Gutierrez

Evolving Sparsely Connected Neural Networks for Multi-Step Ahead Forecasting (Page 219)

Evolving Time-Lagged Feedforward Neural Networks for Time Series Forecasting (Page 163)


Sánchez, Daniel

A Multi-Objective Memetic Algorithm for the Linguistic Summarization of Time Series (Page 171)


Sánchez, Pedro

Open Source Tool for Energy Saving and Efficient System Management (Page 711)


Sanchis de Miguel, Araceli

Evolving Sparsely Connected Neural Networks for Multi-Step Ahead Forecasting (Page 219)

Evolving Time-Lagged Feedforward Neural Networks for Time Series Forecasting (Page 163)


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Santana, Roberto

Estimation of Distribution Algorithms: From Available Implementations to Potential Developments (Page 679)

Quantitative Genetics in Multi-Objective Optimization Algorithms: From Useful Insights to Effective Methods (Page 91)


Santé, Inés

A Java-based Parallel Genetic Algorithm for the Land Use Planning Problem (Page 213)


Santos, Henrique

Grid Data Mining by Means of Learning Classifier Systems and Distributed Model Induction (Page 391)


Santos, Manuel

Grid Data Mining by Means of Learning Classifier Systems and Distributed Model Induction (Page 391)


Santucci, Valentino

Covariance-based Parameters Adaptation in Differential Evolution (Page 687)


Sato, Mikiko

Acceleration Experiment of Genetic Computations for Sudoku Solution on Multi-Core Processors (Page 823)

Acceleration of Genetic Algorithms for Sudoku Solution on Many-Core Processors (Page 407)


Sato, Yuji

Acceleration Experiment of Genetic Computations for Sudoku Solution on Multi-Core Processors (Page 823)

Acceleration of Genetic Algorithms for Sudoku Solution on Many-Core Processors (Page 407)


Schellenberg, Sven

Comparison of Cooperative, Multiobjective Cooperative and Classical Evolutionary Algorithms for Global Supply Chain Optimisation (Page 121)


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Schoenauer, Marc

Instance-Based Parameter Tuning for Evolutionary AI Planning (Page 259)

Instance-Based Parameter Tuning for Evolutionary AI Planning (Page 591)

Optimizing Architectural and Structural Aspects of Buildings towards Higher Energy Efficiency (Page 727)

Simple Tools for Multimodal Optimization (Page 267)


Schut, M. C.

Embodied Artificial Evolution: The Future of Artificial Evolutionary Systems (Page 27)


Schwarz, Josef

Acceleration of Grammatical Evolution Using Graphics Processing Units (Page 431)


Scotto di Freca, Alessandra

Using Bayesian Networks for Selecting Classifiers in GP Ensembles (Page 173)


Sekanina, Lukáš

Evolution of Digital Circuits (Page 1343)


Sergushichev, Alexey

Genetic Algorithm for Induction of Finite Automata with Continuous and Discrete Output Actions (Page 775)


Shafiee, M.

A Multi-objective Niching Co-evolutionary Algorithm (MNCA) for Identifying Diverse Sets of Non-dominated Solutions (Page 805)


Shafiee, M. Ehsan

Sociotechnical Simulation and Evolutionary Algorithm Optimization for Routing Siren Vehicles in a Water Distribution Contamination Event (Page 543)


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Sharp, J. Marshall

Automatic Pyrolysis Mass Loss Modeling from Thermo-Gravimetric Analysis Data Using Genetic Programming (Page 655)


Shen, Hai

A Novel Multi-Objective Optimization Algorithm Based on Artificial Bee Colony (Page 103)


Sher, Gene

DXNN: Evolving Complex Organisms in Complex Environments Using a Novel TWEANN System (Page 149)


Shi, Min

Empirical Analysis of Cooperative Coevolution using Blind Decomposition (Page 141)


Shimada, Kaoru

Evolving Associative Classifier for Incomplete Database Using Genetic Network Programming (Page 165)


Shimohara, Katsunori

Incremental Genetic Programming via Genetic Transposition (Page 19)


Sigaud, Olivier

XCSF with Local Deletion: Preventing Detrimental Forgetting (Page 383)


Silva, Cleomar

Evolving CUDA PTX Programs by Quantum Inspired Linear Genetic Programming (Page 399)


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Silva, Sara

Handling Bloat in GP (Page 1481)


Singh, Sameer Kumar

Pricing Transmission Rights using Ant Colony Optimization (Page 809)


Sinnott-Armstrong, Nicholas A.

Random Artificial Incorporation of Noise in a Learning Classifier System Environment (Page 369)


Sipper, Moshe

Evolving Board-Game Players with Genetic Programming (Page 739)


Smit, S. K.

Population Diversity Index: A New Measure for Population Diversity (Page 269)


Soh, Harold

Multi-Reward Policies for Medical Applications: Anthrax Attacks and Smart Wheelchairs (Page 471)


Solano Salinas, Carlos Javier

Empirical Study of Surrogate Models for Black Box Optimizations Obtained Using Symbolic Regression via Genetic Programming (Page 185)


Son, Yu-Min

Raising Mutation Rate in the Context of Hybrid Genetic Algorithms (Page 157)


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Song, Andy

Evolving Automatic Frame Splitters (Page 221)


Soule, Terence

Developmental Scalable Hierarchies for Multi-Agent Swarms (Page 207)

Noise, Fitness Distribution, and Selection Intensity in Genetic Algorithms (Page 147)


Sousa, Pedro

Optimal OpAmp Sizing based on a Fuzzy-Genetic Kernel (Page 827)


Souza, Daniel Leal

PSO-GPU: Accelerating Particle Swarm Optimization in CUDA-Based Graphics Processing Units (Page 837)


Spector, Lee

Evolution of Reward Functions for Reinforcement Learning (Page 177)

Evolving Quantum Computer Algorithms (Page 1081)

Fecundity and Selectivity in Evolutionary Computation (Page 129)

Size-Based Tournaments for Node Selection (Page 799)


Squillero, Giovanni

Evolutionary Failing-Test Generation for Modern Microprocessors (Page 225)


Steitz, Wolfgang

Guided Local Search for the Optimal Communication Spanning Tree Problem (Page 51)


Stekel, Herbert

Identification of Cancer Diagnosis Estimation Models Using Evolutionary Algorithms - A Case Study for Breast Cancer, Melanoma, and Cancer in the Respiratory System (Page 503)


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Stijven, Sean

Separating the Wheat from the Chaff: On Feature Selection and Feature Importance in Regression Random Forests and Symbolic Regression (Page 623)


Stonedahl, Forrest

When Does Simulated Data Match Real Data? (Page 231)


Stützle, Thomas

A Detailed Analysis of the Population-Based Ant Colony Optimization Algorithm for the TSP and the QAP (Page 13)

Tuning Parameters across Mixed Dimensional Instances: A Performance Scalability Study of Sep-G-CMA-ES (Page 703)


Suardi, Stefano

Uncertainty based Evolutionary Optimisation (Page 87)


Suárez, Marcos

A Java-based Parallel Genetic Algorithm for the Land Use Planning Problem (Page 213)


Sudholt, Dirk

Theory of Swarm Intelligence (Page 1381)


Sullivan, Keith

Large Scale Empirical Analysis of Cooperative Coevolution (Page 151)


Sun, Weihua

A Stamina-Aware Sightseeing Tour Scheduling Method (Page 81)


Swan, Jerry

Automatically Designing Selection Heuristics (Page 583)


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Szeto, Kwok Yip

Importance of Information Exchange in Quasi-Parallel Genetic Algorithms (Page 127)


Szlavik, Zoltan

Population Diversity Index: A New Measure for Population Diversity (Page 269)


Taboada, Guillermo L.

A Java-based Parallel Genetic Algorithm for the Land Use Planning Problem (Page 213)


Tanev, Ivan

Incremental Genetic Programming via Genetic Transposition (Page 19)


Tantar, Alexandru-Adrian

A Classification of Dynamic Multi-Objective Optimization Problems (Page 105)

Load Balancing for Sustainable ICT (Page 733)


Tantar, Emilia

A Classification of Dynamic Multi-Objective Optimization Problems (Page 105)

Load Balancing for Sustainable ICT (Page 733)


Tauritz, Daniel R.

A Guide for Fitness Function Design (Page 123)

Meta-Evolved Empirical Evidence of the Effectiveness of Dynamic Parameters (Page 155)

Probabilistically Interpolated Rational Hypercube Landscape Evolutionary Algorithm (Page 807)

Scalability of the Coevolutionary Automated Software Correction System (Page 243)

Self-Configuring Crossover (Page 575)


Teixeira, Otávio Noura

PSO-GPU: Accelerating Particle Swarm Optimization in CUDA-Based Graphics Processing Units (Page 837)


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Terashima-Marín, Hugo

A Hyper-Heuristic for Solving One and Two-Dimensional Bin Packing Problems (Page 257)

Evolution of Neural Networks Topologies and Learning Parameters to Produce Hyper-Heuristics for Constraint Satisfaction Problems (Page 261)

Evolving Solutions of Mixed-model Assembly Line Balancing Problems by Chaining Heuristic Optimization Methods (Page 49)

On the Idea of Evolving Decision Matrix Hyper-Heuristics for Solving Constraint Satisfaction Problems (Page 255)


Tettamanzi, Andrea G. B.

A Multi-Objective Memetic Algorithm for the Linguistic Summarization of Time Series (Page 171)

Comparing Paired Comparison-based Interactive DE and Tournament Interactive GA on Stained Glass Design (Page 37)


Teytaud, Fabien

Simple Tools for Multimodal Optimization (Page 267)


Teytaud, Olivier

Simple Tools for Multimodal Optimization (Page 267)


Thierens, Dirk

The Roles of Local Search, Model Building and Optimal Mixing in Evolutionary Algorithms from a BBO Perspective (Page 663)


Thulasiram, Ruppa K.

Pricing Transmission Rights using Ant Colony Optimization (Page 809)


Thulasiraman, Parimala

Pricing Transmission Rights using Ant Colony Optimization (Page 809)


Tomassini, Marco

Evolutionary Games: The Darwin Connection (Page 1469)


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Tonda, Alberto

Evolutionary Failing-Test Generation for Modern Microprocessors (Page 225)


Torre, José Martinez

Intrinsic Evolvable Hardware for Combinatorial Synthesis Based on SoC+FPGA and GPU Platforms (Page 189)


Torresen, Jim

Ion Channel Modeling with Analog Circuit Evolution (Page 33)


Torres-Treviño, Luis M.

Symbolic Regression Using α, β Operators and Estimation of Distribution Algorithms: Preliminary Results (Page 647)


Toutouh, Jamal

An Efficient Routing Protocol for Green Communications in Vehicular Ad-hoc Networks (Page 719)


Troncoso, Feliú D. Sagols

An Adaptive Evolutionary Algorithm Based on Typical Chess Problems for Tuning a Chess Evaluation Function (Page 39)


Trujillo, Leonardo

How Many Neurons? A Genetic Programming Answer (Page 175)


Tsarev, Fedor

Finite State Machine Induction using Genetic Algorithm based on Testing and Model Checking (Page 759)

Genetic Algorithm for Induction of Finite Automata with Continuous and Discrete Output Actions (Page 775)


Tserenchimed, Badarch

A Trading Method in FX Using Evolutionary Algorithms (Page 139)


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Tuite, Clíodhna

Early Stopping Criteria to Counteract Overfitting in Genetic Programming (Page 203)


Tulshyan, Rupesh

KKT Proximity Measure for Testing Convergence in Smooth Multi-objective Optimization (Page 93)


Turkey, Mikdam

A Social Behaviour Evolution Approach for Evolutionary Optimisation (Page 527)

Investigating a New Paradigm for Designing Evolutionary Optimisation Algorithms Using Social Behaviour Evolution (Page 747)

Social Adaptive Groups: A New Approach for Evolutionary Optimisation Based on Social Behaviour Evolution (Page 253)


Tuson, Andrew

Controlling the Tradeoff between Time and Quality by Considering the Reproductive Potential of Offspring (Page 135)


Tutum, Cem Celal

Automatic Synthesis of MEMS Devices Using Self-Adaptive Hybrid Metaheuristics (Page 813)


Ugolotti, Roberto

Automatic Hippocampus Localization in Histological Images using PSO-Based Deformable Models (Page 487)


Umer, Samreen

Optimal Relay Station Placement in Cooperative Networks using Particle Swarm (Page 11)


Urbanowicz, Ryan J.

Random Artificial Incorporation of Noise in a Learning Classifier System Environment (Page 369)


Vanneschi, Leonardo

The Effect of Selection from Old Populations in Genetic Algorithms (Page 161)


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Vázquez-Fernández, Eduardo

An Adaptive Evolutionary Algorithm Based on Typical Chess Problems for Tuning a Chess Evaluation Function (Page 39)


Villa-Diharce, Enrique R.

Estimation of Distribution Algorithms based on Copula Functions (Page 795)


Vladislavleva, Katya

Separating the Wheat from the Chaff: On Feature Selection and Feature Importance in Regression Random Forests and Symbolic Regression (Page 623)


Wagner, Stefan

Algorithm and Experiment Design with HeuristicLab: An Open Source Optimization Environment for Research and Education (Page 1411)

Analysis of the Effects of Enhanced Selection Concepts for Genetic Programming Based Structure Identification Using Fine-Grained Population Diversity Estimation (Page 195)


Waldhauser, Christoph

Evolved Election Forecasts: Using Genetic Algorithms in Improving Election Forecast Results (Page 229)


Walker, David J.

Rank-based Dimension Reduction for Many-criteria Populations (Page 107)


Wallin, David

Candidate Oversampling Prefers Two to Tango (Page 65)


Wang, Guan

Importance of Information Exchange in Quasi-Parallel Genetic Algorithms (Page 127)


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Wang, Yanhui

Spatio-Temporal Data Evolutionary Clustering Based on MOEA/D (Page 85)


Wappler, Stefan

An Approach to Automatic Input Sequence Generation for GUI Testing using Ant Colony Optimization (Page 251)


Wattanapornprom, Warin

Solving Multimodal Combinatorial Puzzles with Edge-Based Estimation of Distribution Algorithm (Page 67)


Wegener, Joachim

An Approach to Automatic Input Sequence Generation for GUI Testing using Ant Colony Optimization (Page 251)


Wei, Jingxuan

Attraction Based PSO with Sphere Search for Dynamic Constrained Multi-Objective Optimization Problems (Page 77)


Whitley, Darrell

A Word from the Chair of SIGEVO


Wilkerson, Josh L.

A Guide for Fitness Function Design (Page 123)

Scalability of the Coevolutionary Automated Software Correction System (Page 243)


Winkler, Stephan M.

Analysis of the Effects of Enhanced Selection Concepts for Genetic Programming Based Structure Identification Using Fine-Grained Population Diversity Estimation (Page 195)

Identification of Cancer Diagnosis Estimation Models Using Evolutionary Algorithms - A Case Study for Breast Cancer, Melanoma, and Cancer in the Respiratory System (Page 503)


Winkler, Stephan M.

On the Performance of Evolutionary Algorithms in Biomedical Keyword Clustering (Page 511)


Witt, Carsten

Theory of Randomized Search Heuristics in Combinatorial Optimization (Page 1233)


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Wong, Man Leung

Optimizing Stacking Ensemble by an Ant Colony Optimization Approach (Page 7)


Woodward, John

Automatically Designing Selection Heuristics (Page 583)


Wright, Jonathan A.

A Multi-Objective Window Optimisation Problem (Page 89)


Wu, Bing

A Stamina-Aware Sightseeing Tour Scheduling Method (Page 81)


Wu, Degang

Importance of Information Exchange in Quasi-Parallel Genetic Algorithms (Page 127)


Xie, Feng

Evolving Automatic Frame Splitters (Page 221)


Yaeger, Larry S.

Genetic Clustering for the Identification of Species (Page 29)


Yan, Lisa Jing

Bayesian Networks Learning for Strategies in Artificial Life (Page 821)


Yang, Ming

Differential Evolution with Improved Population Reduction (Page 143)


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Yang, Yi-Jyuan

Quantum-Inspired Tabu Search Algorithm for Solving 0/1 Knapsack Problems (Page 55)


Yasumoto, Keiichi

A Stamina-Aware Sightseeing Tour Scheduling Method (Page 81)


Ye, Fengming

A Memory Scheme for Genetic Network Programming with Adaptive Mutation (Page 179)


Yoon, Yourim

Geometric Surrogate-Based Optimisation for Permutation-Based Problems (Page 133)


Yosinski, Jason

Generating Gaits for Physical Quadruped Robots: Evolved Neural Networks Vs. Local Parameterized Search (Page 31)


Yu, Jeongmin

Medical Image Segmentation by Hybridizing Ant Colony Optimization and Fuzzy Clustering Algorithm (Page 217)


Yu, Tian-Li

A Test Function with Full Controllability over Overlapping (Page 61)

Interaction Detection by NFE Estimation (Page 71)


Yu, Yang

Collisions Are Helpful for Computing Unique Input-Output Sequences (Page 265)


Zaefferer, Martin

Noisy Optimization with Sequential Parameter Optimization and Optimal Computational Budget Allocation (Page 119)


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Zagal, Juan Cristobal

Generating Gaits for Physical Quadruped Robots: Evolved Neural Networks Vs. Local Parameterized Search (Page 31)


Zapotecas Martínez, Saúl

Swarm Intelligence Guided by Multi-Objective Mathematical Programming Techniques (Page 771)


Zechman, Emily M.

A Multi-objective Niching Co-evolutionary Algorithm (MNCA) for Identifying Diverse Sets of Non-dominated Solutions (Page 805)

Sociotechnical Simulation and Evolutionary Algorithm Optimization for Routing Siren Vehicles in a Water Distribution Contamination Event (Page 543)


Zhan, Zhi-hui

Co-evolutionary Differential Evolution with Dynamic Population Size and Adaptive Migration Strategy (Page 211)


Zhang, Jun

A Multi-objective Memetic Algorithm for Relay Node Placement in Wireless Sensor Network (Page 159)

An Ant Colony Optimization Approach for Efficient Admission Scheduling of Elective Inpatients (Page 15)

Co-evolutionary Differential Evolution with Dynamic Population Size and Adaptive Migration Strategy (Page 211)


Zhang, Mengjie

Attraction Based PSO with Sphere Search for Dynamic Constrained Multi-Objective Optimization Problems (Page 77)

Automatically Defined Functions for Learning Classifier Systems (Page 375)

Caching for Parallel Linear Genetic Programming (Page 201)

Confusion Matrices for Improving Performance of Feature Pattern Classifier Systems (Page 181)


Zhang, Qingfu

Spatio-Temporal Data Evolutionary Clustering Based on MOEA/D (Page 85)


Zhang, Xue-Feng

Combining PSO and Local Search to Solve Scheduling Problems (Page 347)


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Zhang, Zizhen

A Memetic Algorithm for Solving Multiperiod Vehicle Routing Problem with Profit (Page 45)


Zhong, Jing-hui

A Multi-objective Memetic Algorithm for Relay Node Placement in Wireless Sensor Network (Page 159)


Zhou, Zhi-Hua

Collisions Are Helpful for Computing Unique Input-Output Sequences (Page 265)


Zhu, Yunlong

A Novel Multi-Objective Optimization Algorithm Based on Artificial Bee Colony (Page 103)


Zou, Wenping

A Novel Multi-Objective Optimization Algorithm Based on Artificial Bee Colony (Page 103)