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Complexity Papers Online

Collections Selected Papers Hierarchical Documents Dissertations Online Books

NOTE: Our own Group papers are located here: CALResCo Complexity Writings.
Application oriented online papers are located on our Related Application Papers page.
Most downloadable Postscript or PDF papers are on our Offline page.
Book reviews can be found on our Reviews page.

Collections of Papers

These links give access to researchers whose material is at least partly available online, for other people see also our Offline page.

AI and the Humanities - ed. Franchi & Güzeldere
Artificial Life: Scientific Status - ECAL V
Chaos, Self-Emergence, Evolution, Alife - links by Umur Ozkul
Self-Organising Systems - various, plus some postscript, gopher and links
Lee Altenberg - evolution and ecology
Peter Bentley - genetic evolutionary design
Mark Bickhard - symbolic emergence
Brint collection - management and organisation
William Calvin - brain and mind
Vladimir Dimitrov - social complexity and fuzziology
Claus Emmeche - alife, emergence and philosophy
Ben Goertzel - complexity and mind
David Green - ecological complexity
Stephen Grossberg - biological neural networks
Stuart Hameroff - microtubule automata
Francis Heylighen - various
Chris Hillman - ergodic and dynamic systems
Yasusi Kanada - CCM, GAs and NNs
Stuart Kauffman - self-organization
James Kay - ecological complexity
William Langton - genetic programming
Don Mikulecky - various
Marvin Minsky - artificial intelligence
MIT - epistemology and learning
Cris Moore - computational complexity
Nova Genetica - genetic algorithms
Kent Palmer - autopoiesis and meta-systems theory
Howard Pattee - evolutionary biology
Daniel Polani - alife, SOMs and information theory
Przemyslaw Prusinkiewicz - L-systems
Tom Ray - digital evolution
Luis Rocha - artificial life
Jack Sarfatti - mind, matter and quantum mechanics
Alexander Spirov - self-organisation in biology
Clint Sprott - chaos and dynamics
Russell Standish - ecolab
Paul Thagard - coherence and analogy
Tim van Gelder - dynamical cognitive science
Franciso Varela - neurophenomenology and autopoiesis
Nick Vriend - economics
Stephen Wolfram - cellular automata
Robert Worden - evolution

Selected Individual Papers

These papers are an eclectic collection containing useful summaries of complexity 'lore', interesting new approaches in the specialist areas and relevant complexity philosophy discussions.

30 Years of Computational Autopoiesis: A Review - Barry McMullin
A Close Look at a New Science: Chaos as Science or Science in Chaos ? - Don C. Mikulecky
A Defense of Emergent Downward Causation - Teed Rockwell
A Multiagent Based Prediction of the Evolution of Knowledge with Multiple Points of View - Franck Lesage, Alain Cardon & Pierrick Tranouez
A Philosophy for Complexity - C. West Churchman
A Summary Of The Principles Of Hierarchy Theory - Timothy F. Allen
A Taste of Systemics - Bela Banathy
A Theoretical Framework for Abundance Distributions in Complex Systems - Stephan R.P. Halloy
An Adaptive Novelty Detector - Robert Saunders
An Aid to Navigation Through an Intellectual Fog Bank - Peter Corning
Antichaos and Adaptation - Stuart A. Kauffman
Anticipatory Systems - Robert Rosen
Anticipatory Systems and the Processing of Meaning - Loet Leydesdorff
Archetypes: Interaction Structures of the Universe - Gene Bellinger
Artificial Life Needs a Real Epistemology - Howard Pattee
Artificial Life: What Divides Living from Non-Living - Kai Wu
Aspects of Complexity in Life and Science - Claus Emmeche
Attractor Spaces as Modules - Teed Rockwell Updated !
Autopoiesis: The Organization of the Living - Preface by Stafford Beer
Background: Classifier Systems & Genetic Algorithms - Robert A. Richards
Beyond the Centralised Mindset - Mitchel Ressnik
Biosemiotics: Functional-Evolutionary Approach to the Analysis of the Sense of Information - Alexei A. Sharov
Broadcast Networks, Temporal Codes & Global Integration - Peter Cariani
Building a Science of Complexity - Francis Heylighen
Building Block Fallacy - Chris Thornton
Category ART: A variation on adaptive resonance theory neural networks - David Weenink
Causation, Control and the Evolution of Complexity - Howard Pattee
Collective Problem Solving: Functionality beyond the Individual - Norman L. Johnson
Complexity and Functionality: A Search for the Where, the When, and the How - Piet Hut, Brian Goodwin and Stuart Kauffman
Complexity and Semiosis of Human Life - Vladimir Dimitrov
Complexity Rising: From Human Beings to Human Civilization, a Complexity Profile - Yaneer Bar-Yam
Complexity, Chaos and Creativity: A Journey beyond System Thinking - Vladimir Dimitrov
Conditions That Support Self-Organization in A Complex Adaptive System - Glenda Eoyang & Doris Jane Conway
Conscious Events as Orchestrated Space-Time Selections - Hameroff & Penrose
Control Information: A Meaningful Alternative to Information Theory - Peter Corning
Coordination without Communication - Stan Franklin
Cybernetics and the Art of Living - Ernst von Glasersfeld
Discourse: Patterns of Complex Adaptation - Glenda H. Eoyang & Brenda Fiala Stewart
Dynamical Symmetries and Golden Mean - Nigel Reading
Emergence - Mark H. Bickhard with Donald T. Campbell
Evolution of Complex Behaviour - Rekesh John & C.R. Muthukishnan Updated !
Evolution of Complex Systems - Umur Ozkul
Evolutionary Dynamics - Erica Jen
Evolutionary Optimization of Dynamic Fitness Functions - Alessio Gaspar
Evolutionary Transitions and Artificial Life - John Stewart
Excavating the Emergent Levels of Cybersystemics - Gary Boyd
Explaining Emergence: Towards an Ontology of Levels - Claus Emmeche, Simo Køppe & Frederik Stjernfelt ( appendix )
General Systems Theory: The Skeleton of Science (1956) - Kenneth Boulding
General System Theory (1968) - Ludwig von Bertalanffy
General Systems Theory - David S. Walonick
Holarchies - The Metapattern of the Self-Organizing Universe - Bob Debold
Holons, Heaps and Artifacts and Their Corresponding Hierarchies - Fred Kofman
Intrapersonal Autopoiesis - Vladimir Dimitrov & Robert Ebsary
Introducing a New Connectionist Model: The Spreading Waves of Activation Network - Scott Gazzard
Is Life as a Multiverse Phenomenon ? - Claus Emmeche
Is the Primordial Soup Done Yet - Quantifying Self-Organisation - Cosma Shalizi
Iterations and the Feigenbaum Diagram - Mathew Tepel Dead
Learning How to Control Complex Systems - Seth Lloyd
Levels, Emergence and Three Versions of Downward Causation - Claus Emmeche, Simo Køppe & Frederik Stjernfelt
Life as an Abstract Phenomenon: Is ALife Possible - Claus Emmeche
Logical vs. Analogical or Symbolic vs. Connectionist or Neat vs. Scruffy - Marvin Minsky
Memory Evolutive Systems - Andrée C. Ehresmann and Jean-Paul Vanbremeersch
Modeling Life: A Note on the Semiotics of Emergence and Computation in Artificial and Natural Living Systems - Claus Emmeche
Modularity - A Concept for New Neural Network Architectures - Albrecht Schmidt and Zuhair Bandar
Mother Nature vs. the Walking Encyclopedia - Daniel C. Dennett
Narratives of Artificial Life - Katherine Hayles
Neural Networks and the Computational Brain - Stephen Jones
Neural Networks That Autonomously Create and Discover - Stephen Thaler
New Science, New Vision - F. David Peat
On Emergence and Explanation - Nils A. Baas & Claus Emmeche
On The Emerging Future of Complexity Sciences - Kemal A. Delic & Ralph Dum
Opening Up Closure: Semiotics Across Scales - Jay Lemke
Patterns of Wholeness: Introducing Holistic Science - Brian Goodwin
Places to Intervene in a System - Donella Meadows
Plectics: The Study of Simplicity and Complexity - Murray Gell-Mann
Post-Normal Science: Considerations from a Poietic Systems Perspective - Beth Dempster
Quantum Consciousness is Cybernetic - Gordon Globus
Robert Rosen: The Well Posed Question and Its Answer - Why are Organisms Different from Machines ? - Donald C. Mikulecky
Science and Complexity - Warren Weaver
Selected Self-Organization from Eigenbehaviour to Descriptions - Luis Rocha
Semantic & Associative Priming in a Distributed Attractor Network - David Plaut
Significant Points in the Study of Complex Systems - Yaneer Bar-Yam
Simulation - A Way Forward ? - David Byrne
Six Levels of Complexity: A Typology of Processes & Systems - Dietrich Fliedner
Some Myths of Connectionism - István S. N. Berkeley
Spatio-temporal Connectionist Networks: A Taxonomy and Review - Stefan C. Kremer
Synergism Hypothesis: On the Concept of Synergy and it's Role in the Evolution of Complex Systems - Peter Corning
Synergy of Complements in Living System - Gyorgy G Jaros
Systemics: The Most Basic Science - Donald E. Watson
Systems Science - George J. Klir
The Connectionist Modeler's Toolkit: A Review of Some Basic Processes Over Distributed Memories - Janet Wiles
The Economy of Discourses: A Third Order Cybernetics ? - Philip Boxer & Vincent Kenny
The Four Domains Of Systems Inquiry - Bela H. Banathy
The General System - Thomas Mandel
The Geology of Morals - Manuel De Landa
The Need for an Integrated Systemic-cybernetic Language for Concepts and Models in Complex and Vague Subject Areas - Charles François
The Non-Aristotelian Systemic Thinking about "Causation" in Complex Systems - L. Michael Hall
The Sciences of Complexity: A Kuhnian Revolution in Science ? - Reiner Hedrich
The Theory of Enformed Systems: A Paradigm of Organization and Holistic Systems - Donald E. Watson, Gary E. R. Schwartz and Linda G. S. Russek
Toward an evolvable model of development for autonomous agent synthesis - Frank Dellaert & Randall Beer
Use of Multiploidy in Evolutionary Computation - Paul Carr
Variations in Variation and Selection - Mark H. Bickhard & Donald T. Campbell
Virtues of Laziness in AI: Adaptive Logic Nets - William Armstrong Dead
What is Teleonics ? - Gyorgy Jaros
What's in a Meme? - John S. Wilkins
What's It All About, ALife ? - Robert J. Crawford
Wholeness : Why I am no longer a Believer - Anthony Judge
Zones of Cooperation in Demographic Prisoner's Dilemma - Joshua M. Epstein

Hierarchical Documents

These papers comprise multiple HTML pages, usually with an indexed contents section and an introductory abstract. The pages can usually be viewed in sequence. Again we concentrate here on conceptual issues and overviews rather than specialist work.

A Brief History of Connectionism - David A. Medler ( .ps version with formulae/figures )
A Neural Networks Construction Method based on Boolean Logic - Georg Thimm & Emile Fiesler
Artificial Life - Tom Ray
Artificial Life Simulators and their Applications - Howard Gutowitz
Artificial Neural Network Technology - a review by Rome Labs
Backpropagators Review - Donald Tveter
Cellular Automata as models of Complexity - Stephem Wolfram
Complexity Seeking Ants - Howard Gutowitz
Dynamics of Deterministic Data Networks - Deane, Jeffries, Smythe
Effects of Randomness in Asynchronous 1D CA - Yasusi Kanada
Emergent Phenomena and Complexity - Vince Darley
Evolution in Complex Systems - David Green
Evolution, Learning and Popper's Epistemology - N. Cristianini
Fuzzy Inferencing Systems : Problems and Some Solutions - Bob John
Games of Proto-Life in Masked Cellular Automata - Ali & Zimmer
Gecko - A Continuous 2D World for Ecological Modelling - Ginger Booth
Genetic and Evolutionary Algorithms: Principles, Methods and Algorithms - Hartmut Pohlheim
Genetic Network Inference in Computational Models & Applications to Large-Scale Gene Expression Data - Roland Somogyi
Genetic Programming Bloat with Dynamic Fitness - William Langdon and Riccardo Poli
Growing Self-Organizing Networks - Bernd Fritzke
Heinz von Foerster, the Scientist, the Man - Stefano Franchi, Güven Güzeldere, and Eric Minch
Incremental Neuro-Fuzzy Systems - Bernd Fritzke
Investigating and Visualizing the Dynastic Cycle - Helmut Doleisch
Mean Field Theory of the Edge of Chaos - Howard Gutowitz
Metadesign - Humberto Maturana
On an Efficient Implementation of Tierra - Russell Standish
On the Implicit and on the Artificial - Vitorino Ramos
Organising Simply for Complexity: Beyond Metaphor Towards Theory Synthesis - Michael Church
Parallelization of Variable-Sized Self Organizing Maps: A Development Tool - Travis Minke and Jason Reicheneker
Phase Transitions and the Search Problem - Hogg, Huberman & Williams
Reinforcement Learning: A Survey - Leslie Pack Kaelbling, Michael L. Littman & Andrew W. Moore
Sexual Swimmers: Emergent Morphology and Locomotion - Jeffrey Ventrella
Stochastic Problem Solving by Local Computation based on Self-organization - Yasusi Kanada
Structure and Change in Complex Systems - Wallace H. Provost
The Concept of Emergence - Paul E. Meehl and Wilfrid Sellars
The Systems View of Life - from The Turning Point - Fritjof Capra
Toward a Science of Qualities in Organizations: Lessons from Complexity Theory & Postmodern Biology - Peter Reason and Brian Goodwin
Towards Combining Artificially Alive and Artificially Intelligent Agents - Neven T. Tomov
Toward the Physics of Death - David M. Keirsey
Transients, Cycles & Complexity in Cellular Automata - Howard Gutowitz
What is Complexity ? - Bruce Edmonds

Dissertations and Theses

Mostly presented as part of a Masters or Doctoral degree, these recent Book length research reports typically contain extremely good overviews of the state of the art in the relevant fields with detailed citations, plus innovative thinking indicative of the sort of research currently being undertaken worldwide. Due to the mathematical complexity many of these documents are only available complete in Postscript or PDF format, although the author's HTML overviews or contents are sometimes available and if so these are referenced here.

A Chaotic Paradigm: An Alternative World View of the Foundations of Educational Inquiry - Robert Stuart Houghton
A Comprehensive Case Study: An Examination of Connectionist and Machine Learning Algorithms - Frederick Zarndt
A Self-Organizing Systems Perspective on Planning For Sustainability - M. Beth L. Dempster
An Anti-Adaptationist Genetic Algorithm for Evolving Neural Networks - Mark L. Juric
An Emerging Modelling Method for Artificial Neural Networks - Jari Vaario
An Empirical Exploration of Computations with a Cellular-Automata-Based Artificial Life World - Pedro de Oliveira
Action Selection Methods Using Reinforcement Learning - Mark Humphrys
An Empirical Study of Evolutionary Techniques for Multiobjective Optimization in Engineering Design - Carlos Coello Coello
Applications, Minimisation and Visualisation of Finite State Machines - Henrik Bergströms
Aspects of Modelling and Simulation of Genetic Algorithms: A Formal Approach - Sam Sandqvist
Artificial Evolution of Adaptive Behaviour - Inman Harvey
Artificial Life: A Technoscience Leaving Modernity ? - Lars Christian Risan
Artificial Societies of Intelligent Agents - Carlos Gershenson García
Attractor Basins of Discrete Networks: Implications on self-organisation and memory - Andrew Wuensche
Attractors in Recurrent Behavioural Networks - Phil Goetz
Biological Metaphors and the Design of Modular Artificial Neural Networks - Egbert J.W. Boers and Herman Kuiper
Cellular Automata and Other Cellular Systems: Design & Evolution - Mathieu Capcarrere
Classical and Connectionist Models of Cognition - Eric Lormand
Classifier Systems: A Useful Approach to Machine Learning ? - Bart de Boer
Complex Adaptive Systems and Organizational Understanding in the Royal Australian Air Force - Callum S. Brown
Compositional Evolution: Interdisciplinary Investigations in Evolvability, Modularity, and Symbiosis - Richard A. Watson
Computational Mechanics of Cellular Automata - James E. Hanson
Conditions for Self-Organizing in Human Systems - Glenda Holladay Eoyang
Connectionism and the Problem of Systematicity - Steven Phillips
Constructivist Neural Network Models of Cognitive Development - Gert Westermann
Data Exploration Using Self-Organizing Maps - Samuel Kaski
Design and Control of Self-organizing Systems - Carlos Gershenson New
Dynamics With Expectations - Natalie Sandrine Glanc
Different Levels of Selection in Artificial Evolutionary Systems: Analysis and Simulation of Selection Dynamics - Tom Lenaerts
Distributed Representations and Nested Compositional Structure - Tony A. Plate
Dynamic Symbol Systems - Herbert Jaeger
Ethics and Artificial Life - Will Harwood
Evidence Sets and Contextual Genetic ALgorithms - Luis M. Rocha
Evolution, Culture and Theology: A Critical Evaluation of Applicability of Evolutionary Epistemology for Theological Reasoning - Tomás Hancil
Evolutionary Algorithms for Multiobjective Optimization: Methods and Applications - Eckart Zitzler
Evolutionary Design of Neural Networks - Marko A. Grönroos
Evolutionary Emergence: The Struggle for Existence in Artificial Biota - Alastair Channon
Evolutionary Multi-Objective Decision Support Systems for Conceptual Design - Dragan Cvetkovic
Evolutionary Simulation Models: On Their Character and Application to Problems Concerning the Evolution of Natural Signalling Systems - Seth Bullock
Formal Approaches to Innate and Learned Communication: Laying the Foundation for Language - Michael Oliphant
From Artificial Evolution to Artificial Life - Tim Taylor
From Genetic Algorithms to Efficient Optimization - Deniz Yuret
Fuzzy Logic in Control - René Jager
Genetic Algorithms as a Computational Tool for Design - Sushil J. Louis
Generic Evolutionary Design of Solid Objects using a Genetic Algorithm - Peter Bentley
Goal Processing in Autonomous Agents - Luc Beaudoin
Holism and Reductionism in Biology and Ecology: The Mutual Dependence of Higher and Lower Level Research Programmes- Richard Christiaan Looijen
Improving the Behaviour of the Genetic Algorithm in a Dynamic Environment - Mark Wineberg
jECHO: A new implementation of Holland's Complex Adaptive Systems Model - Brian McIndoe
Layered Learning in Multi-Agent Systems - Peter Stone
Local-Search and Hybrid Evolutionary Algorithms for Pareto Optimization - Joshua D. Knowles
Modeling Emotion Dynamics in Intelligent Agents - Magy Seif El-Nasr
Multiobjective Genetic Algorithms with Applications to Control Engineering Problems - Carlos Fonseca
Multiobjective Evolutionary Algorithms: Classifications, Analyses, and New Innovations. - David A. Van Veldhuizen
Multiple Criteria Genetic Algorithms in Engineering Design and Operation - David S. Todd
Multiple Objective Metaheuristic Algorithms for Combinatorial Optimization - Andrzej Jaszkiewicz
Natural Intelligence in Artificial Creatures - Christian Balkenius
Niching Methods for Genetic Algorithms - Samir W. Mahfoud
Normative Structures in Natural and Artificial Systems - Christen Krogh
Nurture, Nature, Structure: A Computational Approach to Cognition - Bas Rokers
On the Evolutionary and Behavioral Dynamics of Social Coordination: Models and Theoretical Aspects - Ezequiel A. Di Paolo
Organizational Learning within a Learning Classifier System - Jason Wilcox
Possibilistic Processes for Complex Systems Modeling - Cliff Joslyn
Quantum and Evolutionary Approaches to Computational Learning - Dan Ventura
Representation and Change - Francis Heylighen New
Role of Mutation and Recombination in Evolutionary Algorithms - William M. Spears
Self-Organizing Maps in Natural Language Processing - Timo Honkela
Self-Organisation in Large Populations of Mobile Robots - Cem Ünsal
Self-Organization In Living Systems - James J. Kay
Self-Organized Criticality and Stochastic Resonance in the Human Brain - Klaus Linkenkaer-Hansen
Simulation of the Evolution of Single Celled Organisms with Genome, Metabolism and Time-Varying Phenotype - Paul Kennedy
Sustainable Evolutionary Algorithms and Scalable Evolutionary Synthesis of Dynamic Systems - Jianjun Hu
Syntactic Measures of Complexity - Bruce Edmonds
Tangled Webs: Evolutionary Dynamics on Fitness Landscapes with Neutrality - Lionel Barnett
The Concept of Poiesis and Its Application in a Heideggerian Critique of Computationally Emergent Artificiality - Syed Mustafa Ali
The Design and Analysis of a Computational Model of Cooperative Coevolution - Mitchell A. Potter
The Evolutionary Emergence Route to Artificial Intelligence - Alastair Channon
The Logical Modelling of Computational Multi-Agent Systems - Michael John Wooldridge
The Nature of Niching: Genetic Algorithms and the Evolution of Optimal, Cooperative Populations - Jeffrey Horn
Towards a Theory of Autonomous, Optimising Agents - Vince Darley
Various Aspects of Artificial and Biological Neural Networks - Iris Ginzburg
Visualizing Local Properties & Characteristic Structures of Dynamical Systems - Helwig Löffelmann

Online Books

These comprise full length expositions on relevant topics, often based on published books, but sometimes expanded or abbreviated. Mostly presented chapter by chapter with index, but occasionally with the figures and equations missing. For other online books see Related Applications, Tutorials and Miscellaneous, look for the Book mark. If you wish to cuddle up with a printed version, then see our Book Reviews page for information on some good ones.

A New Kind of Science - Stephen Wolfram
Building Fuzzy Expert Systems - William Siler
Cellular Automata and Complexity: Collected Papers - Stephen Wolfram
Chaotic Logic: Language, Thought & Reality - Ben Goertzel
Complex and Adaptive Dynamical Systems: A Primer - Claudius Gros New
Dynamics of Complex Systems - Yaneer Bar-Yam
From Complexity to Creativity: Evolutionary, Autopoietic & Cognitive Dynamics - Ben Goertzel
Gene Expression Programming - Candida Ferreira
Macroscope: A New World Scientific System - Joel de Rosney
Phenomenon of Science: A Cybernetic Approach to Human Evolution - Valentin F. Turchin
Seized by Agreement, Swamped by Understanding - edited by L. Fell, D. Russell & A.Stewart
Strange Attractors: Creating Patterns in Chaos - Julien C. Sprott

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