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| 1 |
|
Genetic Algorithms in Search, Optimization and Machine Learning
by
David Edward Goldberg (Goodreads Author)
4.12 avg rating — 156 ratings
score: 446,
and
5 people voted
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| 2 |
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Genetic Programming: On the Programming of Computers by Means of Natural Selection
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4.30 avg rating — 50 ratings
score: 433,
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5 people voted
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| 3 |
|
Foundations of Genetic Programming
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4.36 avg rating — 11 ratings
score: 432,
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5 people voted
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| 4 |
|
Evolutionary Computation
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4.18 avg rating — 17 ratings
score: 431,
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5 people voted
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| 5 |
|
Multi-Objective Optimization Using Evolutionary Algorithms
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4.50 avg rating — 24 ratings
score: 430,
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5 people voted
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| 5 |
|
Blondie24: Playing at the Edge of AI (The Morgan Kaufmann Series in Artificial Intelligence)
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4.06 avg rating — 93 ratings
score: 430,
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5 people voted
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| 7 |
|
Intelligence Emerging: Adaptivity and Search in Evolving Neural Systems
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4.17 avg rating — 12 ratings
score: 428,
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5 people voted
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| 7 |
|
Evolutionary Dynamics: Exploring the Equations of Life
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4.31 avg rating — 155 ratings
score: 428,
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5 people voted
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| 9 |
|
An Introduction to Genetic Algorithms
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3.81 avg rating — 219 ratings
score: 425,
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5 people voted
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| 10 |
|
Introduction to Genetic Algorithms
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4.45 avg rating — 11 ratings
score: 417,
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5 people voted
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| 11 |
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A Field Guide to Genetic Programming
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3.85 avg rating — 110 ratings
score: 411,
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5 people voted
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| 12 |
|
Introduction to Evolutionary Computing
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really liked it 4.00 avg rating — 79 ratings
score: 410,
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| 12 |
|
Genetic Algorithms + Data Structures = Evolution Programs
by
3.87 avg rating — 23 ratings
score: 410,
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5 people voted
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| 14 |
|
Genetic Programming: An Introduction (The Morgan Kaufmann Series in Artificial Intelligence)
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3.83 avg rating — 29 ratings
score: 406,
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5 people voted
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| 15 |
|
Genetic Programming II: Automatic Discovery of Reusable Programs
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3.71 avg rating — 17 ratings
score: 404,
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5 people voted
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| 16 |
|
Evolutionary Optimization Algorithms
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4.50 avg rating — 8 ratings
score: 372,
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5 people voted
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| 17 |
|
Genetic Algorithms: Principles and Perspectives: A Guide to GA Theory (Operations Research/Computer Science Interfaces Series, 20)
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4.50 avg rating — 2 ratings
score: 369,
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5 people voted
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| 18 |
|
Adaptive Differential Evolution: A Robust Approach to Multimodal Problem Optimization (Adaptation, Learning, and Optimization, 1)
by
it was amazing 5.00 avg rating — 1 rating
score: 368,
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5 people voted
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| 18 |
|
Evolutionary Synthesis of Pattern Recognition Systems (Monographs in Computer Science)
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really liked it 4.00 avg rating — 3 ratings
score: 368,
and
5 people voted
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| 20 |
|
Advances in Genetic Programming, Vol. 3
by
Lee Spector (Editor)
it was amazing 5.00 avg rating — 1 rating
score: 367,
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5 people voted
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| 20 |
|
Practical Handbook of Genetic Algorithms: Complex Coding Systems, Volume III
by
Lance D. Chambers (Editor)
really liked it 4.00 avg rating — 4 ratings
score: 367,
and
5 people voted
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| 22 |
|
Evolutionary Algorithms in Engineering and Computer Science: Recent Advances in Genetic Algorithms, Evolution Strategies, Evolutionary Programming, Genetic Programming and Industrial Applications
by
4.50 avg rating — 2 ratings
score: 365,
and
5 people voted
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| 22 |
|
The Practical Handbook of Genetic Algorithms: Applications
by
Lance D. Chambers (Editor)
really liked it 4.00 avg rating — 3 ratings
score: 365,
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5 people voted
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| 24 |
|
Handbook of Neuroevolution Through Erlang
by
4.45 avg rating — 11 ratings
score: 364,
and
5 people voted
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| 25 |
|
Evolutionary Computation: The Fossil Record
by
David B. Fogel (editor)
4.33 avg rating — 3 ratings
score: 362,
and
5 people voted
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| 25 |
|
The Simple Genetic Algorithm: Foundations and Theory
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4.20 avg rating — 5 ratings
score: 362,
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5 people voted
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| 27 |
|
Design by Evolution: Advances in Evolutionary Design (Natural Computing Series)
by
Philip F. Hingston (Editor)
really liked it 4.00 avg rating — 2 ratings
score: 360,
and
5 people voted
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| 28 |
|
Spatially Structured Evolutionary Algorithms: Artificial Evolution in Space and Time (Natural Computing Series)
by
really liked it 4.00 avg rating — 2 ratings
score: 359,
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5 people voted
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| 29 |
|
Genetic Algorithms and Genetic Programming in Computational Finance
by
Shu-Heng Chen (Editor)
4.33 avg rating — 3 ratings
score: 357,
and
5 people voted
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| 30 |
|
Evolutionary Game Design
by
4.50 avg rating — 6 ratings
score: 355,
and
5 people voted
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| 31 |
|
Information Processing with Evolutionary Algorithms: From Industrial Applications to Academic Speculations (Advanced Information and Knowledge Processing)
by
Manuel Grãna (Editor)
it was amazing 5.00 avg rating — 1 rating
score: 353,
and
5 people voted
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| 32 |
|
The Art of Artificial Evolution: A Handbook on Evolutionary Art and Music (Natural Computing Series)
by
Juan J. Romero (Editor)
really liked it 4.00 avg rating — 3 ratings
score: 352,
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5 people voted
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| 33 |
|
Data Mining and Knowledge Discovery with Evolutionary Algorithms
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4.25 avg rating — 4 ratings
score: 350,
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5 people voted
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| 34 |
|
Applied Genetic Programming and Machine Learning (CRC Press International Series on Computational Intelligence)
by
4.20 avg rating — 5 ratings
score: 349,
and
5 people voted
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| 35 |
|
Theory of Evolution Strategies
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really liked it 4.00 avg rating — 1 rating
score: 347,
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5 people voted
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| 36 |
|
Automating the Design of Data Mining Algorithms: An Evolutionary Computation Approach (Natural Computing Series)
by
really liked it 4.00 avg rating — 4 ratings
score: 345,
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5 people voted
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| 37 |
|
Linear Genetic Programming (Genetic and Evolutionary Computation)
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really liked it 4.00 avg rating — 4 ratings
score: 344,
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5 people voted
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| 38 |
|
Genetic Programming III: Darwinian Invention and Problem Solving
by
3.86 avg rating — 7 ratings
score: 342,
and
5 people voted
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| 38 |
|
Introduction to Evolutionary Computing (Natural Computing Series)
by
really liked it 4.00 avg rating — 79 ratings
score: 342,
and
4 people voted
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| 40 |
|
Cartesian Genetic Programming (Natural Computing Series)
by
Julian F. Miller (Editor)
really liked it 4.00 avg rating — 5 ratings
score: 340,
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5 people voted
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| 41 |
|
Genetic Algorithms and Genetic Programming: Modern Concepts and Practical Applications
by
4.38 avg rating — 8 ratings
score: 338,
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5 people voted
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| 42 |
|
Differential Evolution: A Practical Approach to Global Optimization (Natural Computing Series)
by
4.60 avg rating — 5 ratings
score: 336,
and
5 people voted
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| 43 |
|
Evolutionary Computation 1
by
Thomas Baeck (Editor)
4.38 avg rating — 8 ratings
score: 335,
and
5 people voted
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| 44 |
|
Evolutionary Computation 2: Advanced Algorithms and Operators
by
Thomas Back (Editor)
really liked it 4.00 avg rating — 5 ratings
score: 334,
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| 45 |
|
Evolutionary Computation for Modeling and Optimization
by
3.83 avg rating — 6 ratings
score: 137,
and
2 people voted
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| 46 |
|
Neural Network Training Using Genetic Algorithms
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liked it 3.00 avg rating — 1 rating
score: 135,
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2 people voted
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| 46 |
|
Introduction to Genetic Algorithms for Scientists and Engineers
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3.67 avg rating — 9 ratings
score: 135,
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2 people voted
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| 48 |
|
Differential Evolution: In Search of Solutions (Springer Optimization and Its Applications, 5)
by
3.50 avg rating — 2 ratings
score: 134,
and
2 people voted
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| 48 |
|
AUTOMATIC GENERATION OF NEURAL NETWORK ARCHITECTURE USING EVOLUTIONARY COMPUTATION
by
3.67 avg rating — 3 ratings
score: 134,
and
2 people voted
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| 50 |
|
Grammatical Evolution: Evolutionary Automatic Programming in an Arbitrary Language (Genetic Programming, 4)
by
really liked it 4.00 avg rating — 6 ratings
score: 124,
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2 people voted
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| 51 |
|
Genetic Programming IV
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3.88 avg rating — 8 ratings
score: 118,
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2 people voted
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| 52 |
|
Evolutionary Computation: Toward a New Philosophy of Machine Intelligence
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3.45 avg rating — 11 ratings
score: 103,
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2 people voted
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| 53 |
|
Essentials of Metaheuristics
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4.33 avg rating — 45 ratings
score: 100,
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1 person voted
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| 54 |
|
Evolutionary Algorithms in Theory and Practice: Evolution Strategies, Evolutionary Programming, Genetic Algorithms
by
3.83 avg rating — 6 ratings
score: 99,
and
2 people voted
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| 54 |
|
Evolutionary Computation for Modeling and Optimization
by
3.83 avg rating — 6 ratings
score: 99,
and
2 people voted
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| 54 |
|
Handbook of Genetic Programming Applications
by
Amir Hossein Gandomi (Editor)
liked it 3.00 avg rating — 1 rating
score: 99,
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2 people voted
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| 57 |
|
Handbook of Evolutionary Computation
by
Thomas Back (Editor)
really liked it 4.00 avg rating — 1 rating
score: 94,
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1 person voted
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| 58 |
|
Estimation of Distribution Algorithms: A New Tool for Evolutionary Computation (Genetic Algorithms and Evolutionary Computation, 2)
by
Pedro Larrañaga (Editor)
liked it 3.00 avg rating — 1 rating
score: 93,
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| 58 |
|
Towards a New Evolutionary Computation: Advances on Estimation of Distribution Algorithms
by
José A. Lozano (Editor)
3.67 avg rating — 3 ratings
score: 93,
and
2 people voted
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| 60 |
|
Parameter Setting in Evolutionary Algorithms (Studies in Computational Intelligence, 54)
by
Fernando G. Lobo (Editor)
liked it 3.00 avg rating — 1 rating
score: 89,
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| 61 |
|
Contemporary Evolution Strategies (Natural Computing Series)
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0.00 avg rating — 0 ratings
score: 83,
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| 62 |
|
Differential Evolution: A Handbook for Global Permutation-Based Combinatorial Optimization (Studies in Computational Intelligence, 175)
by
Godfrey Onwubolu (Editor)
3.75 avg rating — 4 ratings
score: 79,
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2 people voted
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| 63 |
|
Genetic Programming and Data Structures: Genetic Programming + Data Structures = Automatic Programming! (Genetic Programming, 1)
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0.00 avg rating — 0 ratings
score: 76,
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| 64 |
|
Data Mining Using Grammar Based Genetic Programming and Applications (Genetic Programming, 3)
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liked it 3.00 avg rating — 2 ratings
score: 68,
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| 65 |
|
Representations for Genetic and Evolutionary Algorithms
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2.50 avg rating — 2 ratings
score: 67,
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| 66 |
|
Pattern Mining with Evolutionary Algorithms
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0.00 avg rating — 0 ratings
score: 66,
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| 67 |
|
Practical Applications of Evolutionary Computation to Financial Engineering: Robust Techniques for Forecasting, Trading and Hedging (Adaptation, Learning, and Optimization, 11)
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4.50 avg rating — 2 ratings
score: 64,
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| 68 |
|
Genetic Algorithms and Investment Strategies
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2.50 avg rating — 2 ratings
score: 63,
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| 69 |
|
Exploring Representation in Evolutionary Level Design
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score: 61,
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| 70 |
|
Evolving Connectionist Systems: The Knowledge Engineering Approach
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score: 59,
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| 71 |
|
Evolutionary Computation: Principles and Practice for Signal Processing (SPIE Tutorial Texts in Optical Engineering Vol. TT43)
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score: 57,
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| 72 |
|
Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence (Natural Computing Series)
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score: 51,
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| 73 |
|
Noisy Optimization With Evolution Strategies (Genetic Algorithms and Evolutionary Computation)
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score: 50,
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| 74 |
|
Advances in Genetic Programming
by
Kenneth E. Kinnear (editor)
0.00 avg rating — 0 ratings
score: 44,
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| 75 |
|
Advances in Genetic Programming, Vol. 2
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| 76 |
|
Automatic Re-engineering of Software Using Genetic Programming
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| 77 |
|
Spatial Evolutionary Modeling
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| 78 |
|
Evolutionary Computation with Biogeography-based Optimization
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| 79 |
|
The Practical Handbook of Genetic Algorithms: New Frontiers, Volume II (Practical Handbook of Genetic Algorithms Vol. 2)
by
Lance D. Chambers (Editor)
liked it 3.00 avg rating — 1 rating
score: 32,
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| 80 |
|
Designing Evolutionary Algorithms for Dynamic Environments
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2.50 avg rating — 2 ratings
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| 81 |
|
Handbook of Grammatical Evolution
by
Conor Ryan (Editor)
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score: 29,
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| 82 |
|
Evolutionary Computer Vision: The First Footprints (Natural Computing Series)
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| 83 |
|
Evolutionary Approach to Machine Learning and Deep Neural Networks: Neuro-Evolution and Gene Regulatory Networks
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score: 25,
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| 84 |
|
Advances in Differential Evolution (Studies in Computational Intelligence, 143)
by
Uday K. Chakraborty (Editor)
liked it 3.00 avg rating — 1 rating
score: 22,
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| 85 |
|
Variants of Evolutionary Algorithms for Real-World Applications
by
Raymond Chiong (Editor)
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score: 21,
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| 86 |
|
Multi-Objective Evolutionary Algorithms for Knowledge Discovery from Databases (Studies in Computational Intelligence, 98)
by
Ashish Ghosh (Editor)
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