Systems Science is the study of general principles governing systems of widely differing types, and the use of systems ideas and methods in interdisciplinary research and socio-technical system design and management. Systems science draws on the natural and social sciences, mathematics, computer science, and engineering to address complex problems in the public and private sectors.

government, considerable demand exists for professionals who are skilled in modern methods of decision making and systems design and who are capable of managing complex social and technical systems. Systems theorists also continue to make important contributions to the growth of knowledge within academic disciplines and to the application of knowledge across disciplinary boundaries.

See also: Systems Science Program Systems Science Seminar Series

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Submissions from 2004

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Reversible Modified Reconstructability Analysis of Boolean Circuits and Its Quantum Computation, Anas Al-Rabadi and Martin Zwick

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State-Based Reconstructability Analysis, Martin Zwick and Michael S. Johnson

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Strong Altruism Can Evolve in Randomly Formed Groups, Jeffrey Fletcher and Martin Zwick

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The Kin Composition of Social Groups: Trading Group Size for Degree of Altruism, Leticia Avilés, Jeffrey Alan Fletcher, and Asher D. Cutter

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Using Design of Experiments, Sensitivity Analysis, and Hybrid Simulation to Evaluate Changes to a Software Development Process: A Case Study, Wayne Wakeland, Robert H. Martin, and David Raffo

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Using Optimization to Calibrate Models of Intracranial Pressure Dynamics to Patients with Intracranial Hypertension, Wayne W. Wakeland, A. Bulbul, Mateo Aboy, James McNames, and Brahm Goldstein

Submissions from 2003

Accelerating Critic Learning in Approximate Dynamic Programming via Value Templates and Perceptual Learning, Thaddeus T. Shannon, Roberto A. Santiago, and George G. Lendaris

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A Computer Model of Intracranial Pressure Dynamics During Traumatic Brain Injury that Explicitly Models Fluid Flows and Volumes, Wayne W. Wakeland, Brahm Goldstein, Louis Macovsky, and James McNames

Adaptive Critic Design of a Control Augmentation System for an Unmanned Aerial Vehicle, Roberto A. Santiago and George G. Lendaris

An Automated Method for Neuronal Spike Source Identification, Roberto A. Santiago, James N. McNames, Kim Burchiel, and George G. Lendaris

Artificial Neural Network Implementation Using Many-Valued Quantum Computing, Anas N. Al-Rabadi and George G. Lendaris

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A System Dynamics Model of the Pacific Coast Rockfish Fishery, Wayne Wakeland, Olgay Cangur, Guillermo Rueda, and Astrid Scholz

Controller Design via Adaptive Critic and Model Reference Methods, George G. Lendaris, Roberta Santiago, Jay McCarthy, and Michael Carroll

Developments in Understanding Neuronal Spike Trains and Functional Specializations in Brain Regions, Roberto A. Santiago and George G. Lendaris

Intelligent Supply Chain Management Using Adaptive Critic Learning, Stephen Shervais, Thaddeus T. Shannon, and George G. Lendaris

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Modeling Intracranial Fluid Flows and Volumes During Traumatic Brain Injury to Better Understand Pressure Dynamics, Wayne W. Wakeland, James McNames, Mateo Aboy, D. Hollemon, and Brahm Goldstein

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Ordering Genetic Algorithm Genomes with Reconstructability Analysis, Stephen Shervais and Martin Zwick

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Simulation as a Tool for Evaluating Strategic Policies for Flexible Supply Chain Systems, Janice L. Forrester and Wayne W. Wakeland

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Using Reconstructability Analysis to Select Input Variables for Artificial Neural Networks, Stephen Shervais and Martin Zwick

Submissions from 2002

Adaptive Dynamic Programming, J.J. Murray, C.J. Cox, George G. Lendaris, and Richard Saeks

A Radial Basis Function Implementation of the Adaptive Dynamic Programming Algorithm, George G. Lendaris, C.J. Cox, Richard Saeks, and J.J. Murray

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A Review of Systems: New Paradigms for the Human Sciences, Martin Zwick

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High Definition Manufacturing Cell Model, Wayne Wakeland and Leupold & Stevens, Inc.

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Multi-level Decomposition of Probabilistic Relations, Stanislaw Grygiel, Martin Zwick, and Marek Perkowski

Proposed Framework for Applying Adaptive Critics in Real-Time Realm, George G. Lendaris, Roberto A. Santiago, and Michael S. Carroll

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Thoughts on Some Shabbat Prayers, Martin Zwick

Submissions from 2001

Adaptive Critic Based Design of a Fuzzy Motor Speed Controller, Thaddeus T. Shannon and George G. Lendaris

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Altruism, the Prisoner's Dilemma, and the Components of Selection, Jeffrey Fletcher and Martin Zwick

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An Information Theoretic Methodology for Prestructuring Neural Networks, Bjorn Chambless, George G. Lendaris, and Martin Zwick

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Dual Heuristic Programming for Fuzzy Control, George G. Lendaris, Thaddeus T. Shannon, Larry J. Schultz, Steven Hutsell, and Alec Rogers

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Globally Convergent Approximate Dynamic Programming Applied to an Autolander, J.J. Murray, Richard Saeks, C.J. Cox, and George G. Lendaris

Hierarchical Tuning of a Fuzzy Pitch Controller for an Unstable Airframe, Thaddeus T. Shannon and George G. Lendaris

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Transforming Technology Management Courses for Web Delivery, Wayne Wakeland

Using DHP Adaptive Critic Methods to Tune a Fuzzy Automobile Steering Controller, Larry J. Schultz, Thaddeus T. Shannon, and George G. Lendaris

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Wholes and Parts in General Systems Methodology, Martin Zwick

Submissions from 2000

Adaptive Critic Based Approximate Dynamic Programming for Tuning Fuzzy Controllers, Thaddeus T. Shannon and George G. Lendaris

Adaptive Critic Design for Intelligent Steering and Speed Control of a 2-Axle Vehicle, George G. Lendaris, Larry Schultz, and Thaddeus T. Shannon

Controller Design (From Scratch) Using Approximate Dynamic Programming, George G. Lendaris and Larry J. Schultz

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N-Player Prisoner's Dilemma in Multiple Groups: A Model of Multilevel Selection, Jeffrey Fletcher and Martin Zwick

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Simpson's Paradox Can Emerge from the N-Player Prisoner's Dilemma: Implications for the Evolution of Altruistic Behavior, Jeffrey Alan Fletcher and Martin Zwick

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State-Based Reconstructability Modeling for Decision Analysis, Michael S. Johnson and Martin Zwick

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SyM Bowl Update: Encouraging and Recognizing Student Proficiency in System Dynamics Modeling, Wayne W. Wakeland

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Teaching Systems Science in High School Compared to Graduate School, Wayne W. Wakeland

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Understanding Imperfection, Martin Zwick

Submissions from 1999

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A Comparison of Training Algorithms for DHP Adaptive Critic Neuro-Control, George G. Lendaris, Thaddeus T. Shannon, and Andres Rustan

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An Informal Review of The Crisis of Global Capitalism: A Letter to George Soros, Martin Zwick

Linear Hopfield Networks and Constrained Optimization, George G. Lendaris, K. Mathia, and Richard Saeks

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Prestructuring Neural Networks via Extended Dependency Analysis with Application to Pattern Classification, George G. Lendaris, Thaddeus T. Shannon, and Martin Zwick

Qualitative Models for Adaptive Critic Neurocontrol, Thaddeus T. Shannon and George G. Lendaris

Submissions from 1998

Application Considerations for the DHP Methodology, George G. Lendaris and Thaddeus T. Shannon

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Complexity Reduction in State-based Modeling, Martin Zwick

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Effect of Environmental Structure on Evolutionary Adaptation, Jeffrey Alan Fletcher, Mark A. Bedau, and Martin Zwick

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The Judging Process for SyM Bowl: A High School System Dynamics Modeling Competition, Wayne W. Wakeland

Submissions from 1997

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Complexity and Decomposability of Relations, Martin Zwick

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Complexity Theory and Systems Theory, Martin Zwick

Improving ANN Generalization Using a Priori Knowledge to Pre-Structure ANNs, George G. Lendaris, Armin Rest, and Thomas R. Misley

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Resolution of Local Inconsistency in Identification, Douglas Ray Anderson and Martin Zwick

Training Strategies for Critic and Action Neural Networks in Dual Heuristic Programming Method, George G. Lendaris and C. Paintz

Submissions from 1996

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Chaos and Detection, Andrew M. Fraser

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Control Uniqueness in Reconstructability Analysis, Martin Zwick

Dependence of Adaptability on Environmental Structure in a Simple Evolutionary Model, Jeffrey Alan Fletcher, Mark A. Bedau, and Martin Zwick

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Global Optimization Studies on the 1-D Phase Problem, Martin Zwick, Byrne Elliot Lovell, and Jim Marsh

Submissions from 1995

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Diversity Dynamics in Static Resource Models, Mark Bedau, Matt Giger, and Martin Zwick

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Information Theoretic Mask Analysis of Rainfall Time Series Data, Martin Zwick, Hui Shu, and Roy Koch

Projection in Conceptual Graphs Using Neural Networks, Kenneth Willett and George Lendaris

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Set-Theoretic Reconstructability of Elementary Cellular Automata, Martin Zwick and Hui Shu

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Towards an Ontology of Problems, Martin Zwick

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Variance and Uncertainty Measures of Population Diversity Dynamics, Mark A. Bedau, Martin Zwick, and Alan Bahm

Submissions from 1994

Hardware Neural Network Implementation of Tracking System, George G. Lendaris, Robert M. Pap, Richard Saeks, Chas R. Thomas, and Richard M. Akita

Submissions from 1993

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On Matching ANN Structure to Problem Domain Structure, George G. Lendaris, Martin Zwick, and Karl Mathia

Submissions from 1992

Use of a Structured Problem Domain to Explore Development of Modularized Neural Networks, George G. Lendaris and D. N. Todd

Submissions from 1991

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An Information Theoretic Framework for Exploratory Multivariate Market Segmentation Research, Jamshid C. Hosseini, Robert R. Harmon, and Martin Zwick

Submissions from 1990

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Metamodeling Aspects of Model Conceptualization, Wayne W. Wakeland

Submissions from 1988

Conceptual Graph Knowledge Systems as Problem Context for Neural Networks, George G. Lendaris

On Comparing Neural Net Training Paradigms via Graded Pattern Recognition Tasks, George G. Lendaris

Submissions from 1987

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Improving Crystallographic Macromolecular Images: The Real-Space Approach, A. D. Podjarny, T. N. Bhat, and Martin Zwick

Submissions from 1986

On Systemness and the Problem Solver: Tutorial Comments, George G. Lendaris

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Segment Congruence Analysis Via Information Theory, Jamshid Hosseini, Robert Harmon, and Martin Zwick

Submissions from 1985

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Diversity, Growth, and Cyclical Instability: An Information Theoretic Approach, Mohsen Attaran and Martin Zwick

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Microcomputer MRP in Three Months: Photon Kinetics, Wayne W. Wakeland

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Personal Knowledge and the Inner Sciences, Martin Zwick

Submissions from 1984

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Incompleteness, Negation, Hazard: On the Precariousness of Systems, Martin Zwick

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Information, Constraint, and Meaning, Martin Zwick

Submissions from 1982

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Application of the Genetic Algorithm to a Simplified Form of the Phase Problem, Byrne Lovell and Martin Zwick

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Entropy Measures in Input-Output Analysis, Martin Zwick and Abbas Heiat

Submissions from 1981

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Dialectical Thermodynamics, Martin Zwick

Submissions from 1980

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Closed Systems Also Show Equifinality, Martin Zwick

Structural Modeling—A Tutorial Guide, George G. Lendaris

Submissions from 1979

On the Human Aspects in Structural Modeling, George G. Lendaris

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The Cusp Catastrophe and the Laws of Dialectics, Martin Zwick

The Use of Structural Modeling for Technology Assessment, Harold A. Linstone, George G. Lendaris, Steven D. Rogers, and Wayne W. Wakeland

Submissions from 1978

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Dialectical Laws and Elementary Catastrophes, Martin Zwick

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Dialectics and Catastrophe, Martin Zwick

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Fuzziness and Catastrophe, Martin Zwick, Daniel Guy Schwartz, and George G. Lendaris

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Quantum Measurement and Gödel's Proof, Martin Zwick

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Requisite Variety and the Second Law, Martin Zwick

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Some Analogies of Hierarchical Order in Biology and Linguistics, Martin Zwick

Submissions from 1977

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Electron Microscopy of Fibers and Discs of Hemoglobin S Having Sixfold Symmetry, M. Ohtsuki, S. White, Elmar Zeitler, Tom Wellems, S. Fuller, Martin Zwick, Marvin Makinen, and Paul Sigler

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Hierarchical Restructuring and Catastrophe Theory, Martin Zwick

Submissions from 1976

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QSIM2: A Low-Budget Heuristic Approach to Modeling and Forecasting, Wayne Wakeland