Tabla de Contenidos: “…-- 2.1.3 Working Sequence of Genetic Algorithm -- 2.1.3.1 Population -- 2.1.3.2 Fitness Among the Individuals -- 2.1.3.3 Selection of Fitted Individuals -- 2.1.3.4 Crossover Point -- 2.1.3.5 Mutation -- 2.1.4 Application of Machine Learning in GA -- 2.1.4.1 Genetic Algorithm Role in Feature Selection for ML Problem -- 2.1.4.2 Traveling Salesman Problem -- 2.1.4.3 Blackjack-A Casino Game -- 2.1.4.4 Pong Against AI-Evolving Agents (Reinforcement Learning) Using GA -- 2.1.4.5 SNAKE AI-Game -- 2.1.4.6 Genetic Algorithm's Role in Neural Network -- 2.1.4.7 Solving a Battleship Board Game as an Optimization Problem Which Was Initially Released by Milton Bradley in 1967 -- 2.1.4.8 Frozen Lake Problem From OpenAI Gym -- 2.1.4.9 N-Queen Problem -- 2.1.5 Application of Data Mining in GA -- 2.1.5.1 Association Rules Generation -- 2.1.5.2 Pattern Classification With Genetic Algorithm -- 2.1.5.3 Genetic Algorithms in Stock Market Data Mining Optimization -- 2.1.5.4 Market Basket Analysis -- 2.1.5.5 Job Scheduling -- 2.1.5.6 Classification Problem -- 2.1.5.7 Hybrid Decision Tree-Genetic Algorithm to Data Mining…”

Tabla de Contenidos: “…Scatter Search -- Experiments Using Scatter Search for the Multidemand Multidimensional Knapsack Problem -- A Scatter Search Heuristic for the Fixed-Charge Capacitated Network Design Problem -- Tabu Search -- Tabu Search-Based Metaheuristic Algorithm for Large-scale Set Covering Problems -- Log-Truck Scheduling with a Tabu Search Strategy -- Nature-inspired methods -- Solving the Capacitated Multi-Facility Weber Problem by Simulated Annealing, Threshold Accepting and Genetic Algorithms -- Reviewer Assignment for Scientific Articles using Memetic Algorithms -- GRASP and Iterative Methods -- Grasp with Path-Relinking for the Tsp -- Using a Randomised Iterative Improvement Algorithm with Composite Neighbourhood Structures for the University Course Timetabling Problem -- Dynamic and Stochastic Problems -- Variable Neighborhood Search for the Probabilistic Satisfiability Problem -- The ACO/F-Race Algorithm for Combinatorial Optimization Under Uncertainty -- Adaptive Control of Genetic Parameters for Dynamic Combinatorial Problems -- A Memetic Algorithm for Dynamic Location Problems -- A Study of Canonical GAs for NSOPs -- Particle Swarm Optimization and Sequential Sampling in Noisy Environments -- Distributed and Parallel Algorithms -- Embedding a Chained Lin-Kernighan Algorithm into a Distributed Algorithm -- Exploring Grid Implementations of Parallel Cooperative Metaheuristics -- Algorithm Tuning, Algorithm Design and Software Tools -- Using Experimental Design to Analyze Stochastic Local Search Algorithms for Multiobjective Problems -- Distance Measures and Fitness-Distance Analysis for the Capacitated Vehicle Routing Problem -- Tuning Tabu Search Strategies Via Visual Diagnosis -- Solving Vehicle Routing Using IOPT…”

Tabla de Contenidos: “…Learned Law, Legal Education, Social Capital, and States: European Geneses of These Relationships and the Enduring Role of Family Capital -- Part III. …”

Tabla de Contenidos: “…Tribe -- Universal robots / Hans Moravec -- Frankenstein's monster and other horror stories / Enzo Russo and David Cove -- Biocapitalism: what price the genetic revolution? / David Shenk -- Genetic encores: the ethics of human cloning / Robert Wachbroit -- Reproductive technology: delivered into men's hands / Judy Wacjman -- Power shock: the next energy revolution / Christopher Flavin -- The tragedy of the commons / Garrett Hardin -- Sustaining life on the Earth / Robert W. …”