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Tutorials/surveys/introductory articles (ordered by the degree of citation of authoritative articles)

This directory is created automatically and some papers may be mislabeled. Only document within the CiteSeer database are listed. The directory is intended to provide entry points for browsing the database and is not intended to be authoritative. Papers may not appear in all relevant categories. For example, papers in a sub-category may not appear in higher level categories.

18712.7   An Indexed Bibliography of Genetic Programming - Alander (1994)   (Correct)
11464.5   Molecular Modeling Of Proteins And Mathematical Prediction Of Protein .. - Neumaier (1997)   (Correct)
7380.9   Genetic Algorithms for Ambiguous Labelling Problems - Myers (1999)   (Correct)
6144.3   Genetic Algorithms and Artificial Life - Mitchell, Forrest (1993)   (Correct)
5708.5   Automated Learning of Parametric Search Heuristics - Resource   (Correct)
5497.1   Adaptive Global Optimization with Local Search - Hart (1994)   (Correct)
5222.3   Minimal Simulations For Evolutionary Robotics - Jakobi (1998)   (Correct)
5000.4   A Genetic Algorithm Approach to Compaction, Bin Packing, and Nesting.. - Goodman, Tetelbaum, Kureichik (1994)   (Correct)
4900.6   A Hybrid Architecture for Situated Learning of Reactive Sequential.. - Sun, Peterson, Merrill (1999)   (Correct)
4839.9   Non-Incremental Classification Learning Algorithms Based On Voting.. - Demiröz (1997)   (Correct)
4756.3   Software Reliability Engineering: An Evolutionary Neural Network.. - Hochman (1997)   (Correct)
4735.5   Coevolutionary Search Among Adversaries - Rosin (1997)   (Correct)
4580.6   DistAl: An Inter-pattern Distance-based Constructive Learning.. - Yang, Parekh, Honavar (1997)   (Correct)
4534.4   A Comprehensive Survey of Evolutionary-Based Multiobjective.. - Coello (1998)   (Correct)
4492.4   A Comparison Of Genetic Algorithms And Other Machine Learning Systems .. - Congdon (1995)   (Correct)
4426.4   Combinations of GAs and CSP Strategies for Solving the Examination.. - Marín (1998)   (Correct)
4338.4   Feature Subset Selection by Bayesian networks based optimization - Inza, Larrañaga, Etxeberria.. (1999)   (Correct)
4326.1   Integrating Multiple Learning Strategies in First Order Logics - Giordana, Neri, al. (1997)   (Correct)
4246.3   Feature Subset Selection Using A Genetic Algorithm - Yang, Honavar (1997)   (Correct)
4244.6   A Study of Evolutional Mechanism on Cooperative Problem Solving - A.. - Kido (1995)   (Correct)
4215.2   The Developmental Approach to Artificial Intelligence: Concepts.. - Weng, Evans, Hwang, Lee (1999)   (Correct)
4180.2   Cooperative - Competitive Genetic Evolution of Radial Basis Function.. - Whitehead, Choate (1995)   (Correct)
4112.0   Evolutionary Computation as a Paradigm for DNA-Based Computing - Thomas Bäck, Joost N. Kok, Grzegorz..   (Correct)
4055.3   An Agent-Based Approach to the Design of Rapidly Deployable Fault.. - Paredis (1996)   (Correct)
4020.1   Genetic Algorithm in Search and Optimization: The Technique and.. - Deb   (Correct)
3992.0   A Parallel Genetic Algorithm for the Set Partitioning Problem - Levine (1994)   (Correct)
3696.2   Evolution and Development of Control Architectures in Animats - Kodjabachian, Meyer (1996)   (Correct)
3687.9   Controlling Genetic Algorithms - Michèle Sebag, Schoenauer (1996)   (Correct)
3687.8   Optimization of Entropy with Neural Networks - Schraudolph (1995)   (Correct)
3663.4   Adaptation of Genetic Algorithm Parameters Based on Fuzzy Logic.. - Herrera, Lozano   (Correct)
3630.7   Gradual Distributed Real-Coded Genetic Algorithms - Herrera, Lozano (1997)   (Correct)
3584.6   Evolutionary Computation: An Overview - Bäck, Schwefel (1996)   (Correct)
3568.9   A Survey of Artificial Life and Evolutionary Robotics - Walker, Oliver (1997)   (Correct)
3562.4   Genetic Programming in Europe - Langdon, Poli (1997)   (Correct)
3540.1   Greedy, Prohibition, and Reactive Heuristics for Graph Partitioning - Battiti, Bertossi (1998)   (Correct)
3436.9   A Hardware Engine for Genetic Algorithms - Scott, Seth, Samal (1997)   (Correct)
3409.4   Tackling Real-Coded Genetic Algorithms: Operators and Tools for.. - Herrera, Lozano, Verdegay (1998)   (Correct)
3403.6   Towards Planning: Incremental Investigations into Adaptive Robot.. - Meeden (1994)   (Correct)
3373.4   A Developmental Model for the Evolution of Artificial Neural.. - Astor (1998)   (Correct)
3346.5   Collective Data Mining From Distributed, Vertically Partitioned.. - Kargupta, Johnson, Sanseverino.. (1998)   (Correct)
3317.8   A Genetic Algorithm Tutorial - Whitley (1993)   (Correct)
3300.1   The Reproductive Plan Language RPL2: Motivation, Architecture and.. - Radcliffe, Surry   (Correct)
3296.2   Hierarchical Distributed Genetic Algorithms - Herrera, Lozano, Moraga (1997)   (Correct)
3257.6   Learning Gene Linkage to Efficiently Solve Problems of Bounded.. - Harik (1997)   (Correct)
3234.0   Gado: A Genetic Algorithm For Continuous Design Optimization - Rasheed (1998)   (Correct)
3228.4   Evolutionary Algorithms for Constrained Engineering Problems - Michalewicz, Dasgupta, Le Riche.. (1996)   (Correct)
3219.3   Fitness Landscapes, Memetic Algorithms and Greedy Operators for Graph .. - Merz, Freisleben (1998)   (Correct)
3199.4   Machine Learning in Molecular Biology Sequence Analysis - Philip Chan (1991)   (Correct)
3185.4   Adaptive Memory Programming: A Unified View of Metaheuristics - Taillard, Gambardella, Gendreau.. (1998)   (Correct)
3132.1   Interface Agents that Learn: An Investigation of Learning Issues in a .. - Payne, Edwards (1995)   (Correct)
3082.6   Synthesizing Regularity Exposing Attributes in Large Protein Databases - Maza (1993)   (Correct)
3078.2   Genetic Programming - Koza (1997)   (Correct)
3071.6   An Artificial Market Model of a Foreign Exchange Market - Izumi (1998)   (Correct)
3056.3   Hybridised Genetic Algorithm and K-Nearest Neighbour for Rainfall.. - Lam (1993)   (Correct)
3039.5   Tackling The Travelling Salesman Problem With Evolutionary.. - Larrañaga, Kuijpers, Murga (1994)   (Correct)
3016.9   Co-Evolution And Genetic Algorithms - Morrison (1998)   (Correct)
3012.2   Fuzzy Genetic Algorithms: Issues and Models - Herrera, Lozano   (Correct)
3002.8   GA-MINER: Parallel Data Mining with Hierarchical Genetic Algorithms - .. - Flockhart (1995)   (Correct)
2997.1   An Overview of Genetic Algorithms: Part 1, Fundamentals - Beasley, Bull, Martin (1993)   (Correct)
2995.3   Speciation as Automatic Categorical Modularization - Darwen, Yao (1997)   (Correct)
2992.4   Evolvability of Complex Characters: Population Dependent Fourier.. - Stadler, Seitz, Wagner (1999)   (Correct)
2983.7   Genetic Algorithms Applied to Nonlinear and Complex Domains - Barash (1999)   (Correct)
2973.4   A Family of Stochastic Methods For Constraint Satisfaction and.. - Tsang, Wang, Davenport, Voudouris.. (1999)   (Correct)
2950.7   Parallel Genetic Algorithms - Pit (1995)   (Correct)
2947.5   The Evolutionary Self-Structuring Classifier - Sherrah (1996)   (Correct)
2927.9   An Updated Survey of Evolutionary Multiobjective Optimization.. - Coello (1999)   (Correct)
2907.8   Topological Optimum Design using Genetic Algorithms - Kane, Schoenauer (1996)   (Correct)
2902.8   Evolutionary Approaches to Neural Control in Mobile Robots - Meyer (1998)   (Correct)
2891.5   An Investigation of Genetic Algorithms for Facility Layout Problems - Kado (1995)   (Correct)
2889.8   The Life Span Method - A New Variant of Local Search - - Kubo, Fujisawa (1997)   (Correct)
2839.0   The New Wave in Robot Learning - Noel Sharkey (1997)   (Correct)
2825.3   Crossover Non-linearity Ratios and the Genetic Algorithm: Escaping.. - Mason (1993)   (Correct)
2810.7   Combining Genetic Algorithms and Neural Networks: The Encoding Problem - Koehn (1994)   (Correct)
2799.0   The Schema Theorem and Price's Theorem - Altenberg (1995)   (Correct)
2790.9   Individual Learning of Coordination Knowledge - Sen, Sekaran (1998)   (Correct)
2766.9   A Teaching Strategy for Memory-Based Control - John Sheppard (1997)   (Correct)
2756.0   Rigorous hitting times for binary mutations - Garnier, Kallel, Schoenauer (1999)   (Correct)
2732.6   Evolution Strategies: An Alternative Evolutionary Algorithm - Bäck, al. (1996)   (Correct)
2728.4   Two-Loop Real-Coded Genetic Algorithms with Adaptive Control of.. - Herrera, Lozano (1997)   (Correct)
2726.2   Genetic Algorithm Hardness and Approximation Complexity: A Research.. - Foster   (Correct)
2716.9   The Evolutionary Emergence route to Artificial Intelligence - Channon (1996)   (Correct)
2713.1   Challenges in Evolving Controllers for Physical Robots - Mataric, Cliff (1996)   (Correct)
2697.8   Genetic Fuzzy Systems: A Tutorial - Herrera, Magdalena   (Correct)
2692.9   Hierarchical Discriminant Analysis for Image Retrieval - Swets, Weng (1996)   (Correct)
2686.9   Evolution and Development of Neural Networks Controlling Locomotion.. - Jerome Kodjabachian (1997)   (Correct)
2628.0   Adapting Operator Probabilities In Genetic Algorithms - Andrew Laurence Tuson (1995)   (Correct)
2601.7   Parallel Recombinative Simulated Annealing: A Genetic Algorithm - Mahfoud, Goldberg (1995)   (Correct)
2591.1   Generally Applicable Heuristics for Global Optimisation: An.. - Telfar (1994)   (Correct)
2578.0   Robot Shaping: Developing Situated Agents through Learning - Dorigo, Colombetti (1993)   (Correct)
2573.0   Population Based Incremental Learning: A Method for Integrating.. - Baluja (1994)   (Correct)
2567.2   A Learning Approach to Personalized Information Filtering - Sheth (1994)   (Correct)
2557.1   Learning Mechanisms for Information Filtering Agents - Payne, Edwards (1995)   (Correct)
2555.5   Decision Making In Genetic Algorithms: A Signal-To-Noise Perspective - Kargupta, Goldberg (1994)   (Correct)
2555.2   A Synthesizable VHDL Coding of a Genetic Algorithm - Scott, Seth, Samal (1997)   (Correct)
2552.6   Adaptive Genetic Algorithms Based on Coevolution with Fuzzy Behaviors - Herrera, Lozano (1998)   (Correct)
2531.1   The Evolution of Communication in Adaptive Agents - Saunders, Pollack   (Correct)
2529.3   Genetic Algorithms and Neighbourhood Search - Reeves (1994)   (Correct)
2510.4   Genetic Algorithms - Mühlenbein (1997)   (Correct)
2504.0   How Economists Can Get Alife - Tesfatsion (1997)   (Correct)
2500.1   The Revolution of Evolution in Design: From Coffee Tables to Hospitals - Bentley   (Correct)
2498.9   A Genetic Algorithm (GA) Shell for Iterative Timetabling - Chan (1994)   (Correct)
2497.8   Solving Electrical Distribution Problems Using Hybrid Evolutionary.. - Cordón, Herrera, Sánchez (1998)   (Correct)
2497.0   Reducing Premature Convergence in Evolutionary Algorithms - Ryan (1996)   (Correct)
2491.7   Hybridizing Genetic Algorithms with Sharing Scheme and Evolution.. - Cordón, Herrera (1997)   (Correct)
2484.3   Evolutionary Robotics: the Sussex Approach - Harvey, Husbands, Cliff, Thompson.. (1996)   (Correct)
2473.1   Structure Learning of Bayesian Networks by Genetic Algorithms: A.. - Larrañaga, Poza, Yurramendi.. (1994)   (Correct)
2462.5   Design of Artificial Neural Networks Using Genetic Algorithms: review .. - Kuscu, Thornton (1994)   (Correct)
2461.2   Trends In Evolutionary Robotics - Meeden, Kumar (1998)   (Correct)
2438.2   An Overview of Evolutionary Algorithms in Multiobjective Optimization - Fonseca, Fleming (1995)   (Correct)
2429.5   A Goodness Measure for Phrase Learning via Compression with the MDL.. - Kit (1998)   (Correct)
2421.1   Toward A Biologically Defensible Model Of Development - Dellaert (1995)   (Correct)
2393.5   Hybrid Genetic Algorithms for Constrained Placement Problems - Schnecke, Vornberger (1997)   (Correct)
2391.7   A Genetic Algorithm for the Induction of Nondeterministic Pushdown.. - Lankhorst (1995)   (Correct)
2388.0   Graph Coloring with Adaptive Evolutionary Algorithms - Eiben, van der Hauw, van Hemert (1998)   (Correct)
2373.4   Evolutionary Body Building: Adaptive physical designs for robots - Funes, Pollack (1998)   (Correct)
2357.8   Evolution Of Artificial Neural Networks Grounded In Virtual Ecosystems - Kerce (1993)   (Correct)
2353.8   Efficient Reinforcement Learning through Symbiotic Evolution - Moriarty, Miikkulainen (1996)   (Correct)
2353.0   Finding multiple solutions in problems of bounded difficulty - Harik (1994)   (Correct)
2339.8   The Equation for the Response to Selection and Its Use for Prediction - H. Mühlenbein (1997)   (Correct)
2329.8   The Coevolution of Mutation Rates - Maley (1994)   (Correct)
2322.7   Symbiotic Evolution of Neural Networks - Vogiatzis (1994)   (Correct)
2317.8   Artificial Evolution: A New Path for Artificial Intelligence? - Husbands, Harvey, Cliff, Miller (1997)   (Correct)
2315.3   Linking ArcView 3.0 and XGobi: Insight Behind the Front End - Jürgen Symanzik, Dianne Cook.. (2000)   (Correct)
2310.2   Genetic Set Recombination and its Application to Neural Network.. - Radcliffe (1993)   (Correct)
2309.5   Theory of Evolutionary Algorithms: A Birds Eye View - Eiben, Rudolph (1999)   (Correct)
2300.3   Multiobjective Optimization of Trusses using Genetic Algorithms - Coello, Christiansen (2000)   (Correct)
2297.7   The Evolutionary Unfolding of Complexity - Crutchfield, van Nimwegen (1999)   (Correct)
2294.8   Global Optimisation by Evolutionary Algorithms - Yao (1997)   (Correct)
2294.5   The role of mate choice in biocomputation: Sexual selection as a.. - Geoffrey F. Miller, Peter M. Todd (1995)   (Correct)
2286.7   Structural Prediction Models for High-Performance Distributed.. - Schopf (1997)   (Correct)
2277.4   Prototype and Feature Selection by Sampling and Random Mutation Hill.. - Skalak (1994)   (Correct)
2264.6   Integration of Machine Learning and Knowledge Acquisition with a.. - Vladimir Estivill-Castro   (Correct)
2248.1   Complexity Drift in Evolutionary Computation with Tree Representations - Rosca, Ballard (1996)   (Correct)
2235.5   Target Detection and Recognition through Contour Matching - Toet (1994)   (Correct)
2233.7   Memory Based Learning of Pursuit Games - Sheppard, Salzberg   (Correct)
2227.8   Noise, Sampling, and Efficient Genetic Algorithms - Miller (1997)   (Correct)
2220.1   Co-evolving Non-Uniform Cellular Automata to Perform Computations - Sipper (1996)   (Correct)
2213.8   Multi-Objective Genetic Algorithms: Problem Difficulties and.. - Deb (1998)   (Correct)
2211.7   Evolution of the Topology and the Weights of Neural Networks using.. - Pujol, Poli (1997)   (Correct)
2209.8   A Hybrid Approach to Modeling Metabolic Systems Using Genetic.. - Yen, Liao, Lee, Randolph (1995)   (Correct)
2198.0   A Two-Stage Evolutionary Process for Designing TSK Fuzzy Rule-Based.. - Cordon, Herrera (1996)   (Correct)
2195.3   A Study in Function Optimization with the Breeder Genetic Algorithm - Belanche (1999)   (Correct)
2190.4   Adapting Operator Settings in Genetic Algorithms - Tuson, Ross (1998)   (Correct)
2190.3   W-learning: Competition among selfish Q-learners - Mark Humphrys (1995)   (Correct)
2189.9   Manufacturing Cell Design: An Integer Programming Model Employing.. - Joines, Culbreth, King (1996)   (Correct)
2188.9   Test Driving Three 1995 Genetic Algorithms: New Test Functions and.. - Whitley, Beveridge, Graves, Mathias   (Correct)
2184.7   Parallel Genetic Algorithm in Combinatorial Optimization - Mühlenbein (1992)   (Correct)
2182.9   The MML Evolution of Classification Graphs - Julian Neil   (Correct)
2180.2   Logic-based Genetic Programming with Definite Clause Translation.. - Ross (1999)   (Correct)
2171.6   GA-easy and GA-hard Constraint Satisfaction Problems - Eiben, Raué, Ruttkay (1995)   (Correct)
2158.3   An Alternative Explanation for the Manner in which Genetic Algorithms .. - Hans-Georg Beyer (1997)   (Correct)
2157.1   Fitness Distance Correlation as a Measure of Problem Difficulty for.. - Jones, Forrest (1995)   (Correct)
2150.6   Parallel Global Optimization of Proteins - van der Hoek (1994)   (Correct)
2134.6   Evolving Networks: Using the Genetic Algorithm with Connectionist.. - Belew, McInerney, Schraudolph (1990)   (Correct)
2130.7   Evolution and Development of Modular Control Architectures for 1-D.. - Kodjabachian, Meyer (1997)   (Correct)
2128.1   An Evaluation of Local Improvement Operators for Genetic Algorithms - Miller, Potter, Gandham, Lapena (1993)   (Correct)
2121.5   Hybrid Genetic Algorithms for Bin-packing and Related Problems - Reeves (1993)   (Correct)
2104.7   Identification of Linguistic Fuzzy Models by Means of Genetic.. - Cordon, Herrera   (Correct)
2101.4   Treating Constraints As Objectives For Single-Objective Evolutionary.. - Coello (1999)   (Correct)
2099.7   Sequential Circuit Test Generation Using Genetic Techniques - Hsiao (1997)   (Correct)
2099.7   Evolution in Time and Space - The Parallel Genetic Algorithm - Mühlenbein (1991)   (Correct)
2084.2   Evolution and Development of a Central Pattern Generator for the.. - Ijspeert, Kodjabachian (1999)   (Correct)
2080.1   The Zero/One Multiple Knapsack Problem and Genetic Algorithms - Khuri, Bäck, Heitkötter (1993)   (Correct)
2077.5   Genetic Self-Learning - Hoffmeister, Bäck (1992)   (Correct)
2045.2   Efficient Scheduling of Arbitrary Task Graphs to Multiprocessors.. - Yu-Kwong Kwok And   (Correct)
2038.4   Multiobjective Optimization and Multiple Constraint Handling with.. - Fonseca, Fleming (1998)   (Correct)
2038.3   Markovian Structures in Biological Sequence Alignments - Liu, Neuwald, Lawrence (1999)   (Correct)
2036.0   Statistical Dynamics of the Royal Road Genetic Algorithm - Nimwegen, Crutchfield, Mitchell (1998)   (Correct)
2034.8   Duplication of Coding Segments in Genetic Programming - Haynes (1996)   (Correct)
2027.8   Co-adaptation in a Team - Haynes, Sen (1997)   (Correct)
2019.1   Discovery of Subroutines in Genetic Programming - Rosca, Ballard (1996)   (Correct)
2016.0   The Use of Genetic Algorithms for the Development of Sensorimotor.. - Husbands, Harvey, Cliff, Miller (1994)   (Correct)
2008.3   August, Unsupervised segmentation of Markov random field modeled.. - Philippe Andrey   (Correct)
2001.8   Evolutionary Dynamics in Game-Theoretic Models - Lindgren (1997)   (Correct)
2000.6   Multi-Stage Genetic Fuzzy Systems Based on the Iterative Rule.. - González, Herrera (1997)   (Correct)
1991.6   Automatic Discovery of Protein Motifs Using Genetic Programming - Koza, al. (1995)   (Correct)
1977.5   Evolving Visual Routines - Michael Patrick (1994)   (Correct)
1973.7   Phenotypical Building Blocks for Genetic Programming - Haynes (1997)   (Correct)
1961.9   The Evolution of Evolvability in Genetic Programming - Altenberg (1994)   (Correct)
1957.9   Revisiting the Edge of Chaos: Evolving Cellular Automata to Perform.. - Mitchell (1993)   (Correct)
1952.4   Multilevel Simulation and Numerical Optimization of Complex.. - Schwabacher, Gelsey (1998)   (Correct)
1940.3   Genetic Algorithms and Protein Folding - Schulze-Kremer (1996)   (Correct)
1927.8   RPL2: A Language and Parallel Framework for Evolutionary Computing - Surry, Radcliffe (1994)   (Correct)
1922.8   Some Approaches to Solving a Multi-Hour Broadband Network Capacity.. - Medhi, Tipper (1999)   (Correct)
1922.6   ALECSYS and the AutonoMouse: Learning to Control a Real Robot by.. - Dorigo (1995)   (Correct)
1907.9   What Makes a Problem Hard for a Genetic Algorithm? Some Anomalous.. - Forrest, Mitchell (1993)   (Correct)
1907.1   Genetic Algorithms for Graph Partitioning and Incremental Graph.. - Harpal Maini (1994)   (Correct)
1895.7   An On-Line Method to Evolve Behavior and to Control a Miniature Robot .. - Nordin, Banzhaf (1997)   (Correct)
1886.4   Agent Based Computational Finance: Suggested Readings and Early.. - LeBaron (1998)   (Correct)
1886.2   A Hybrid-Genetic Algorithm for Manufacturing Cell Design - Joines, Kay, King (1997)   (Correct)
1884.8   On a Distributed Anytime Architecture for Probabilistic Reasoning - Santos, Jr, Shimony, Williams (1995)   (Correct)
1883.4   Computing Near-Optimal Solutions to the Steiner Problem in a Graph.. - Esbensen (1995)   (Correct)

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