-- Advanced Build a Boat AI Builder with Expert Systems Knowledge
local AdvancedGameKnowledge = {
    megaStructures = {
        titanicReplica = {
            length = 200,
            width = 25,
            height = 35,
            sections = {
                bow = {
                    shape = "curved",
                    blocks = {"metal", "concrete"},
                    reinforcement = true
                },
                hull = {
                    layers = {
                        outer = "metal",
                        inner = "concrete",
                        spacing = 2
                    },
                    waterline = 0.4, -- 40% submersion
                },
                superstructure = {
                    materials = {"glass", "metal"},
                    patterns = "honeycomb"
                }
            }
        },
        modernWarship = {
            length = 180,
            width = 30,
            systems = {
                "radar_array",
                "missile_systems",
                "bridge_complex"
            }
        }
    },

    advancedSystems = {
        propulsion = {
            jetEngine = {
                thrust = {
                    blocks = {"rocket", "thruster"},
                    pattern = "cluster",
                    spacing = 2,
                    activation = "sequential"
                },
                efficiency = {
                    fuelBlocks = "gold",
                    arrangement = "diamond_pattern"
                }
            },
            hoverSystem = {
                blocks = {"balloon", "rocket"},
                configuration = "grid",
                spacing = 3,
                control = "piston_activated"
            }
        },

        weaponry = {
            cannonSystems = {
                types = {
                    rapid = {
                        blocks = {"cannon", "piston", "spring"},
                        rate = "0.1s",
                        pattern = "circular"
                    },
                    heavy = {
                        blocks = {"cannon", "concrete", "gold"},
                        reinforcement = true,
                        pattern = "triangular"
                    }
                },
                autoLoader = {
                    mechanism = "piston_chain",
                    timing = "0.2s",
                    efficiency = "95%"
                }
            },
            missilePods = {
                layout = "hexagonal",
                blocks = {"rocket", "spring", "sensor"},
                guidance = "hinge_controlled"
            }
        },

        stabilization = {
            gyroscope = {
                core = {
                    blocks = {"wheel", "gold"},
                    pattern = "rotating_cross"
                },
                counterWeight = {
                    material = "concrete",
                    distribution = "balanced"
                }
            },
            autoLevel = {
                sensors = {
                    blocks = {"glass", "gold"},
                    placement = "cardinal_points"
                },
                correction = {
                    mechanism = "piston_array",
                    response = "0.1s"
                }
            }
        },

        advancedMechanics = {
            transforming = {
                phases = {
                    boat = "default",
                    submarine = "pistons_down",
                    plane = "pistons_extended"
                },
                triggers = {
                    blocks = {"sensor", "switch"},
                    delay = "0.5s"
                }
            },
            autoDefense = {
                detection = {
                    range = 50,
                    blocks = {"sensor", "gold"},
                    pattern = "perimeter"
                },
                response = {
                    shields = {
                        deployment = "instant",
                        blocks = {"concrete", "metal"}
                    }
                }
            }
        },

        optimization = {
            weightDistribution = {
                ratios = {
                    front = 0.3,
                    middle = 0.4,
                    rear = 0.3
                },
                balancing = {
                    blocks = {"gold", "concrete"},
                    pattern = "alternating"
                }
            },
            strengthPoints = {
                critical = {
                    locations = {"joints", "engines", "weapons"},
                    reinforcement = {
                        primary = "metal",
                        secondary = "concrete",
                        pattern = "cross_brace"
                    }
                }
            }
        }
    },

    buildingTechniques = {
        advancedPatterns = {
            honeycomb = {
                strength = "maximum",
                weight = "optimized",
                blocks = {"metal", "concrete"},
                spacing = 2
            },
            interlocking = {
                pattern = "alternating_blocks",
                strength = "high",
                efficiency = "material_saving"
            },
            diagonalSupport = {
                angle = 45,
                spacing = 3,
                materials = {"metal", "concrete"}
            }
        },

        specializedStructures = {
            underwater = {
                hull = "double_layered",
                pressure = "reinforced",
                bouyancy = "calculated"
            },
            highAltitude = {
                weight = "minimized",
                thrust = "maximized",
                stability = "enhanced"
            }
        }
    }
}

-- Enhanced AI Decision Making
local function calculateOptimalBuild(requirements)
    local structure = {}

    -- Analyze build requirements
    local buildType = requirements.type
    local size = requirements.size
    local purpose = requirements.purpose

    -- Select appropriate systems
    structure.systems = {}
    if purpose.combat then
        table.insert(structure.systems, AdvancedGameKnowledge.advancedSystems.weaponry)
        table.insert(structure.systems, AdvancedGameKnowledge.advancedSystems.autoDefense)
    end

    if purpose.speed then
        table.insert(structure.systems, AdvancedGameKnowledge.advancedSystems.propulsion.jetEngine)
    end

    if purpose.stability then
        table.insert(structure.systems, AdvancedGameKnowledge.advancedSystems.stabilization)
    end

    -- Apply building techniques
    structure.techniques = {}
    if size == "large" then
        table.insert(structure.techniques, AdvancedGameKnowledge.buildingTechniques.advancedPatterns.honeycomb)
    end

    return structure
end

-- Advanced Building Implementation
function implementAdvancedSystem(systemType, position)
    local system = AdvancedGameKnowledge.advancedSystems[systemType]
    if not system then return false end

    -- System specific building logic
    if systemType == "propulsion" then
        buildPropulsionSystem(system, position)
    elseif systemType == "weaponry" then
        buildWeaponSystem(system, position)
    elseif systemType == "stabilization" then
        buildStabilizationSystem(system, position)
    end

    return true
end

function buildPropulsionSystem(system, position)
    -- Implementation for advanced propulsion system
    local thrustSystem = system.jetEngine.thrust
    local efficiency = system.jetEngine.efficiency

    -- Build thrust blocks in optimal pattern
    for i = 1, #thrustSystem.blocks do
        local block = thrustSystem.blocks[i]
        local pos = calculatePosition(position, i, thrustSystem.pattern)
        placeBlock(block, pos)
        wait(0.1)
    end
end

function buildWeaponSystem(system, position)
    -- Implementation for advanced weapon systems
    local cannon = system.cannonSystems.types.rapid

    -- Build cannon blocks in specified pattern
    for i = 1, #cannon.blocks do
        local block = cannon.blocks[i]
        local pos = calculatePosition(position, i, cannon.pattern)
        placeBlock(block, pos)
        wait(0.1)
    end
end

function buildStabilizationSystem(system, position)
    -- Implementation for advanced stabilization
    local gyro = system.gyroscope.core

    -- Build gyroscope in rotating cross pattern
    for i = 1, #gyro.blocks do
        local block = gyro.blocks[i]
        local pos = calculatePosition(position, i, gyro.pattern)
        placeBlock(block, pos)
        wait(0.1)
    end
end

-- Update AI Builder class with advanced knowledge
AIBuilder.advancedKnowledge = AdvancedGameKnowledge

function AIBuilder:BuildAdvancedStructure(structureType, requirements)
    local design = calculateOptimalBuild(requirements)

    -- Implement core structure
    self:BuildBaseStructure(design.core)

    -- Add advanced systems
    for _, system in ipairs(design.systems) do
        implementAdvancedSystem(system.type, system.position)
    end

    -- Apply specialized techniques
    for _, technique in ipairs(design.techniques) do
        self:ApplyBuildingTechnique(technique)
    end
end

return AIBuilder