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Bio-inspired Computing: Theories and Applications

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Cover of 'Bio-inspired Computing: Theories and Applications'

Table of Contents

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    Book Overview
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    Chapter 1 Review on the Improvement and Application of Ant Colony Algorithm
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    Chapter 2 Experimental Analysis of Selective Imitation for Multifactorial Differential Evolution
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    Chapter 3 Brain Storm Optimization Algorithm with Estimation of Distribution
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    Chapter 4 Tentative Study on Solving Impulse Control Equations of Plant-pest-predator Model with Differential Evolution Algorithm
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    Chapter 5 Microgrid Frequency Control Based on Genetic and Fuzzy Logic Hybrid Optimization
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    Chapter 6 Using Multi-objective Particle Swarm Optimization to Solve Dynamic Economic Emission Dispatch Considering Wind Power and Electric Vehicles
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    Chapter 7 Evolutionary Optimization of Three-Degree Influence Spread in Social Networks Based on Discrete Bacterial Foraging Optimization Algorithm
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    Chapter 8 Ant Colony Algorithm Based on Upper Bound of Nodes for Robot Path Planning Problems
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    Chapter 9 Adaptive Brain Storm Optimization Based on Learning Automata
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    Chapter 10 A Reference Point-Based Evolutionary Algorithm for Many-Objective Fuzzy Portfolio Selection
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    Chapter 11 Hybrid Bacterial Forging Optimization Based on Artificial Fish Swarm Algorithm and Gaussian Disturbance
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    Chapter 12 Research on Multiobjective Optimization Strategy of Economic/Environmental Energy Management for Multi-energy Ship Based on MOEA/D
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    Chapter 13 Many-Objective Evolutionary Optimization Based Economic Dispatch of Integrated Energy System with Multi-microgrid and CHP
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    Chapter 14 Multiobjective Particle Swarm Optimization with Directional Search for Distributed Permutation Flow Shop Scheduling Problem
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    Chapter 15 An Improved Pigeon-Inspired Optimization Combining Adaptive Inertia Weight with a One-Dimension Modification Mechanism
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    Chapter 16 ESAE: Evolutionary Strategy-Based Architecture Evolution
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    Chapter 17 Species-Based Differential Evolution with Migration for Multimodal Optimization
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    Chapter 18 An Enhanced Bacterial Foraging Optimization Based on Levy Flight and Improved Roulette Wheel Selection
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    Chapter 19 Three-Dimensional Packing Algorithm of Single Container Based on Genetic Algorithm
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    Chapter 20 A Hybrid Ant Colony Optimization Algorithm for the Fleet Size and Mix Vehicle Routing Problem with Time Windows
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    Chapter 21 Multi-subpopulation Algorithm with Ensemble Mutation Strategies for Protein Structure Prediction
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    Chapter 22 A Multi-objective Bat Algorithm for Software Defect Prediction
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    Chapter 23 Mutation Strategy Selection Based on Fitness Landscape Analysis: A Preliminary Study
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    Chapter 24 Ensemble Learning Based on Multimodal Multiobjective Optimization
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    Chapter 25 Aircraft Scheduling Problems Based on Genetic Algorithms
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    Chapter 26 Estimating Approximation Errors of Elitist Evolutionary Algorithms
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    Chapter 27 Research on Two-Level Inventory Optimization Algorithm for Repairable Spare Parts Based on Improved Differential Evolution
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    Chapter 28 A Clustering-Based Multiobjective Evolutionary Algorithm for Balancing Exploration and Exploitation
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    Chapter 29 An Improved Squirrel Search Algorithm with Reproduction and Competition Mechanisms
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    Chapter 30 Modified Self-adaptive Brain Storm Optimization Algorithm for Multimodal Optimization
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    Chapter 31 Recent Bio-inspired Algorithms for Solving Flexible Job Shop Scheduling Problem: A Comparative Study
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    Chapter 32 Unidirectional Cyclic Network Architecture for Distributed Evolution
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    Chapter 33 A Re-initialization Clustering-Based Adaptive Differential Evolution for Nonlinear Equations Systems
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    Chapter 34 Ensemble Learning via Multimodal Multiobjective Differential Evolution and Feature Selection
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    Chapter 35 A Knee Point Based NSGA-II Multi-objective Evolutionary Algorithm
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    Chapter 36 A Cell Potential and Motion Pattern Driven Multi-robot Coverage Path Planning Algorithm
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    Chapter 37 Task Set Scheduling of Airport Freight Station Based on Parallel Artificial Bee Colony Algorithm
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    Chapter 38 Water Wave Optimization with Self-adaptive Directed Propagation
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    Chapter 39 An Unbiased Butterfly Optimization Algorithm
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    Chapter 40 On-Chip Health Monitoring Based on DE-Cluster in 2.5D ICs
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    Chapter 41 Multi-AGV Collision Avoidance Path Optimization for Unmanned Warehouse Based on Improved Ant Colony Algorithm
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    Chapter 42 An Improved Competitive Swarm Optimizer for Large Scale Optimization
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    Chapter 43 MEAPCA: A Multi-population Evolutionary Algorithm Based on PCA for Multi-objective Optimization
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    Chapter 44 A Novel Genetic Algorithm with Population Perturbation and Elimination for Multi-satellite TT&C Scheduling Problem
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    Chapter 45 A Novel Grey Wolf Optimization Based Combined Feature Selection Method
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    Chapter 46 Improved Discrete Artificial Bee Colony Algorithm
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    Chapter 47 UAV 3D Path Planning Based on Multi-Population Ensemble Differential Evolution
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    Chapter 48 Multi-objective Feature Selection Based on Artificial Bee Colony for Hyperspectral Images
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    Chapter 49 Meta-heuristic Hybrid Algorithmic Approach for Solving Combinatorial Optimization Problem (TSP)
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    Chapter 50 An Effective Two-Stage Optimization Method Based on NSGA-II for Green Multi-objective Integrated Process Planning and Scheduling Problem
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    Chapter 51 An Improved Multi-objective Particle Swarm Optimization with Adaptive Penalty Value for Feature Selection
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    Chapter 52 An Adaptive Brain Storm Optimization Algorithm Based on Heuristic Operators for TSP
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    Chapter 53 A Modified JAYA Algorithm for Optimization in Brushless DC Wheel Motor
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    Chapter 54 Genetic Action Sequence for Integration of Agent Actions
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    Chapter 55 Based on Fuzzy Non-dominant and Sparse Individuals to Improve Many-Objective Differential Evolutionary
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    Chapter 56 KnEA with Ensemble Approach for Parameter Selection for Many-Objective Optimization
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    Chapter 57 Decomposition Based Differentiate Evolution Algorithm with Niching Strategy for Multimodal Multi-objective Optimization
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    Chapter 58 A Bacterial Foraging Framework for Agent Based Modeling
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    Chapter 59 A Modified Memetic Algorithm for Multi-depot Green Capacitated Arc Routing Problem
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    Chapter 60 Multi-objective Pick-up Point Location Optimization Based on a Modified Genetic Algorithm
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    Chapter 61 Efficient Evolutionary Neural Architecture Search (NAS) by Modular Inheritable Crossover
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Title
Bio-inspired Computing: Theories and Applications
Published by
Springer Singapore, June 2020
DOI 10.1007/978-981-15-3425-6
ISBNs
978-9-81-153424-9, 978-9-81-153425-6
Editors

Pan, Linqiang, Liang, Jing, Qu, Boyang

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